I need to get a selection of users with an SQL query like this:
sql =<<~SQL
token IS NULL OR
(
token = 'some_token'
AND (
state = 'cancelled' AND created_at > ?
OR state = 'submitted'
)
)
SQL
User.where(sql, Time.now)
I don't like to have SQL in my queries — all hidden code in scopes is now pops up, and it is hard to compose.
But could I rewrite this query with ActiveRecord? Let's try:
User
.where(token: nil)
.or(
User.where(token: 'some_token').and(
User.where(state: 'cancelled')
.or(User.where('created_at > ?', Time.now))
)
)
Looks better, but does it generate the same SQL?
SELECT "users".*
FROM "users"
WHERE ("users"."token" IS NULL
OR "users"."token" = 'some_token'
AND ("users"."state" = 'cancelled'
OR created_at > '2024-04-16 10:46:43.129109'))
Hm, where do the parentheses after IS NULL OR
go? Doesn't it look like a different condition?
Tests are passing, but if ActiveRecord omits parentheses - wouldn't it be problematic in some cases?
For example, if we have an expression like this a || (b && (c || d))
- would it be the same if there were no parentheses, like a || b && c || d
?
We are programmers in the modern era, so let's ask ChatGPT.
So it seems all is okay. But let's (just for the sake of the experiment) check manually too:
booleans = [true, false]
combinations = booleans.product(booleans, booleans, booleans)
combinations.each do |a, b, c, d|
expression1 = a && (b || (c && d))
expression2 = a && b || c && d
if expression1 != expression2
puts "a: #{a}, b: #{b}, c: #{c}, Expression1: #{expression1}, Expression2: #{expression2}"
end
end
=> a: false, b: true, c: true, Expression1: false, Expression2: true
=> a: false, b: false, c: true, Expression1: false, Expression2: true
So, it's actually not. This robotic liar!
Okay, a && (b || (c && d))
and a && b || c && d
are not equivalent.
Let's check another one:
combinations = booleans.product(booleans, booleans, booleans, booleans,
booleans, booleans, booleans, booleans, booleans)
combinations.each do |a, b, c, d, e, f, g, i, k|
expression1 = a && b || (c && d || (e && f || (g && i || k)))
expression2 = a && b || c && d || e && f || g && i || k
if expression1 != expression2
puts "a: #{a}, b: #{b}, c: #{c}, Expression1: #{expression1}, Expression2: #{expression2}"
end
end
These are the same! But how? So many groups we have!
How's that? It's because of logical operators' precedence: logical AND evaluates before logical OR.
So in a || b && c
, it will first evaluate b && c
, and then ||
. We could see it like this: a || (b && c)
.
And it's the same in most languages - in Ruby and PostgreSQL for sure.
To make it easier to understand, we could rewrite expressions as multiplication and addition: because logical AND with binary values works exactly like normal arithmetic multiplication, and logical OR works in many senses as arithmetic addition.
E.g. a + (b * c)
is the same as a + b * c
.
And in our expressions:
# these are not the same
expression1 = a * (b + (c * d))
expression2 = a * b + c * d
# these are the same
expression3 = a * b + (c * d + (e * f + (g * i + k)))
expression4 = a * b + c * d + e * f + g * i + k
Now it's starting to make sense - ActiveRecord is in its right to omit parentheses in our SQL example, as it is similar to expression3
. And it's actually an optimization to send less data over the network.
But let's check, does it work correctly with expressions like a && (b || (c && d))
?
User
.where(token: nil)
.and(
User.where(token: 'some_token')
.or(
User.where(state: 'cancelled')
.where('created_at > ?', Time.now)
)
)
SELECT "users".*
FROM "users"
WHERE "users"."token" IS NULL
AND ("users"."token" = 'some_token'
OR "users"."state" = 'cancelled'
AND (created_at > '2024-04-16 11:15:36.584382'))
Good - parentheses after AND
are in their place!
And if we rewrite OR
to AND
?
User
.where(token: nil)
.and(
User.where(token: 'some_token')
.and(
User.where(state: 'cancelled')
.where('created_at > ?', Time.now)
)
)
SELECT "users".*
FROM "users"
WHERE "users"."token" IS NULL
AND "users"."token" = 'some_token'
AND "users"."state" = 'cancelled'
AND (created_at > '2024-04-16 11:20:36.296399')
It omits all parentheses—and rightfully so.
Okay, but we could use not only the .or
method but also OR
directly, like .where("... OR ...")
. Does ActiveRecord handle this?
This is easy — .where(sql)
always wraps the expression inside it in parentheses:
User.where(token: 'some_token')
.where("state = 'cancelled' OR created_at > ?", Time.now)
SELECT "users".*
FROM "users"
WHERE "users"."token" = 'some_token'
AND (state = 'cancelled'
OR created_at > '2024-04-16 11:23:00.877269')
Even if it's only one condition
User.where(token: 'some_token')
.where("state = 'cancelled'").to_sql
SELECT "users".*
FROM "users"
WHERE "users"."token" = 'some_token'
AND (state = 'cancelled')
So, it seems all is good, and we could use our nice and clean ActiveRecord! Nice!
References:
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