What You Will Learn
- How to use ActiveRecord::Relation#delete_all - A fast way to delete a large batch of rows from a Database table
- How to use ActiveRecord::Batches::BatchEnumerator#in_batches - To prevent from locking your Database
Who This Is For
- Ruby on Rails developers who need to delete records more efficiently.
Requirements
- Ruby on Rails >= 5.0
- Relational Database like MySQL or PostgreSQL
Overview
I am currently working on a Rails project that deals with importing and exporting large amounts of data from excel sheets. The user is able to import and save the data into the application’s Database and also delete the data.
Because some of these deletions can consist of hundreds of thousands of rows, the removal feature must be developed a little differently.
Setup
When a User imports/uploads new data into the application, aDataUpload record
is created, along with a new DataSet record, for every single row from the
imported exec sheet.
The model DataSet has a belongs_to relationship to DataUpload.
app/models/data_set.rb
class DataSet < ApplicationRecord
belongs_to :data_uploads
endThe model DataUpload has a has_many relationship to DataSet.
app/models/data_upload.rb
class DataUpload < ApplicationRecord
has_many :data_sets, dependent: :destroy
endNotice the dependent: :destroy. This means that when a DataUpload record
gets deleted/destroyed, all of the associated DataSet records will be
destroyed as well.
This also loads every associated DataSet model instance into memory as well.
This will bog down the server if there is a very large association of thousands
of DataSet records.
The way we solve this is to use the ActiveRecord::Relation#delete_all. This
method performs a
single SQL statement and efficiently deletes all of the records within the
Relation.
Look at the example below.
upload = DataUpload.last
data_sets = upload.data_sets
data_sets.delete_allWARNING
- DO NOT use this method on more then 5,000 records in a Database table. It will lock the Database for the entire transaction.
#delete_alldoes not load the record, so any callbacks will not be fired. Make sure the application and/or model is not dependent on any pre/post delete processes.
Now we can implement the method in the in the DataUpload callback.
app/models/data_upload.rb
class DataUpload < ApplicationRecord
has_many :data_sets, dependent: :delete_all
endBUT WAIT!! If you were a good reader and saw the first WARNING above you
will notice that if I left the code this way and a particular DataUpload
instance had an association of more then 5,000 DataSet records… the
Database will lock for the entire transaction. To prevent from this we must
utilize one of the Ruby on Rails 5.0
methods
#in_batches
If you are not use a Rails version that is >= 5.0 then check out the gem delete_in_batches
app/models/data_upload.rb
class DataUpload < ApplicationRecord
has_many :data_sets
before_destroy :destroy_data_sets
private
def destroy_data_sets
data_sets.in_batches(of: 1000).delete_all
end
endFirst we remove the previous callback dependent: :delete_all, and replace it
with before_destroy callback and pass in the new private method
#destroy_data_sets.
You will notice that #in_batches takes an option :of set to 1000. This
will limit the amount of records deleted in a single SQL transaction to 1,000.
Thus preventing the Database from locking.