image by 贝莉儿 NG
Check Your Database Indexes For ActiveRecord Scopes
It is alleged that Ruby is slow. However, whether you’re using Ruby, Elixir, or Go, the ‘benchmarked’ speed of a language is irrelevant if your web application eventually hits an unoptimised database.
Indexes allow your database to quickly find and sort records in a table by keeping pre-organised copies of your data. Conceptually, they’re like the index of a book.
…having your database do more work than it needs to.
…database indexes when you query on foreign keys and for queries over multiple fields.
class AddRecommendedIndexes < ActiveRecord::Migration[5.1] def change # where user_id is a foreign key add_index :model_with_foreign_key, :user_id # or the model’s foreign key is polymorphic add_index :polymorphic_model, [:polymorphic_id, :polymorphic_type] # or you are using .find_by(slug: 'SOMETHING') add_index :model_found_using_a_field, :slug # or using multiple fields to find & order add_index :model_with_complex_queries, [:slug, :title, :score, :updated_at] end end
Nobody has ever used a website and thought: “I wish this site loaded slower”.
Modern SQL databases can be incredibly quick and powerful, but you still need to do some tuning.
Without indexes on oft-queried fields on tables, the database does a sequential scan (or in the case of more complex queries, multiple scans). A sequential scan can take many times longer to execute as you add more records. While there might not be much difference on tens of records, scans over thousands of records without an index can be very slow.
I like this heuristic: any individual SQL query in production should take between 1-10ms. If it’s taking longer than that, particularly on an action that is used a lot, you should find out why.
If you care about the user-facing performance of your site, you should consider the underlying performance of your database before you declare your language or framework to be “slow”.
You shouldn’t just add indexes blindly.
Your database pays a performance penalty for every index you have on a table. When you write to a table with indexes the database must take time to update each one.
If the broader usage patterns of your application are write-heavy rather than read-heavy, you should definitely be thinking carefully about adding any indexes. They may cause more problems than they solve.
Additionally, when trying to improve the performance of your site you have to measure it. Use a monitoring tool like Skylight, New Relic, AppSignal, or Scout. This way you’ll know which parts of your site performance to actually work on. It might not even be the database that is causing issues.
Last updated on March 18th, 2018 by @andycroll
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