Created ID

CreatedId optimizes queries on large ActiveRecord tables by precalculating ID ranges for specific time intervals. This lets you avoid full table scans and makes filtering by created_at more efficient, even in complex queries.

Key Benefits

Efficient Range Queries: Filter by time-based ID ranges instead of relying on a less predictable created_at index.
Reduced Indexing Needs: Avoid adding specific created_at indexes, letting primary key indexing handle range queries.
Simple Integration: Just include the CreatedId module in your models and run a periodic task to index ID ranges.

The use case this code is designed to solve is when you have a large table with an auto-populated created_at column where you want to run queries that filter on that column. In most cases, simply adding an index on the created_at column will work just fine., However, once you start constructing more complex queries or adding joins and your table grows very large, the index can become less effective and not even be used at all.

For instance, suppose you have a Task model backed by these tables:

create_table :tasks do |t|
  t.string :status, index: true
  t.bigint, :user_id, index: true
  t.datetime :created_at, index: true
  t.string :description
end

create_table :users do |t|
  t.string :name
  t.string :group_name, index: true
end

class Task < ApplicationRecord
  belongs_to :user
end

class User < ApplicationRecord
  has_many :tasks
end

And now suppose you want to count the tasks completed by users in the "public" group within the last day:

Task.joins(:users)
  .where(status: "completed", users: { group_name: "public" })
  .where(created_at: [24.hours.ago...Time.current])
  .count

This will construct a SQL query like this:

SELECT COUNT(*)
FROM tasks
INNER JOIN users ON users.id = tasks.user_id
WHERE tasks.status = 'completed'
  AND users.group_name = 'public'
  AND tasks.created_at >= ?
  AND tasks.created_at < ?

The query optimizer will have its choice of several indexes to use to figure out the best query plan. The most important choice will be the first step of the plan to reduce the number of rows that the query needs to look at. Depending on the shape of your data, the query optimizer may decide to simply filter by status or user_id and then perform a table scan on all the rows to filter by created_at, not using the index on that column at all.

This gem solves for this case by keeping track of the range ids created in each hour in a separate table. When you query on the created_at column, it will then look up the possible id range and add that to the query, so the SQL becomes:

SELECT COUNT(*)
FROM tasks
INNER JOIN users ON users.id = tasks.user_id
WHERE tasks.status = 'completed'
  AND users.group_name = 'public'
  AND tasks.created_at >= ?
  AND tasks.created_at < ?
  AND tasks.id >= ?
  AND tasks.id < ?

Because the id column is the primary key, it will always be indexed and the query optimizer will generally make better decisions about how to filter the query rows. You won't even need the index on created_at since the primary key would always be preferred.

Another good use case is if you have some periodic tasks to calculate daily stats for some large tables. You will be able to make these queries more efficient without having to add an index on the created_at column that's only used on one query per day.

Usage

Run the generator to create the database migration. This will create a table to store time indexed id ranges for your models.

rails created_id_engine:install:migrations

Next, include the CreatedId module into your models. Note that any model you wish to include this module in must have a numeric primary key. If the model is subclassed you will need to include the CreatedId module in the parent model.

class Task < ApplicationRecord
  include CreatedId

  belongs_to :user
end

Now when you want to query by a range on the created_at column, you can use the created_after, created_before, or created_between scopes on the model.

# Query for tasks completed after a specific time
Task.where(status: "completed").created_after(24.hours.ago)

# Query for tasks by a specific user created before a specific time
Task.where(user_id: 1000).created_before(7.days.ago)

# Query for tasks within a specific timeframe
Task.created_between(25.hours.ago, 24.hours.ago)

You'll then need to set up a periodic task to store the id ranges for your models. For each model that includes CreatedId, you need to run the index_ids_for once per hour. This task should be run shortly after the top of the hour.

Task.index_ids_for(1.hour.ago)

Finally, you'll need to run a script to calculate the id ranges for all of your existing data.

first_time = Task.first.created_at.utc
time = Time.utc(first_time.year, first_time.month, first_time.day, first_time.hour)
while time < Time.now
  Task.index_ids_for(time)
  time += 3600
end

If an ID range is missing for a specific hour, your queries will still function, but with a broader range of IDs. You can recalculate missing ranges at any time to improve efficiency.

There is an additional requirement for using this gem that you do not change the created_at value after a row is inserted since this can mess up the assumption about the correlation between ids and created_at timestamps. An error will be thrown if you try to change a record's timestamp after the id range has been created. The query logic can handle small variations between id order and timestamp order (i.e. if id 1000 has a timestamp a few seconds after id 1001).

Installation

Add this line to your application's Gemfile:

gem "created_id"

And then execute:

$ bundle

Or install it yourself as:

$ gem install created_id

Contributing

Open a pull request on GitHub.

Please use the standardrb syntax and lint your code with standardrb --fix before submitting.

License

The gem is available as open source under the terms of the MIT License.

created_id