I have two methods here, distinct_question_ids and #correct_on_first attempt. The goal is to show a user how many distinct multiple choice questions have been answered that are correct.
The second one will let me know how many of these distinct MCQs have been answered correctly on the first attempt. (A user can attempt a MCQ many times)
Now, when a user answers thousands of questions and has thousands of user answers, the page to show their performance is taking 30 seconds to a minute to load. And I believe it's due to the .select method, but I don't know how to replace .select without using .select, since it loops just like .each
Is there any method that doesn't cause N+1?
distinct_question_ids = #user.user_answers.includes(:multiple_choice_question).
where(is_correct_answer: true).
distinct.pluck(:multiple_choice_question_id)
#correct_on_first_attempt = distinct_question_ids.select { |qid|
#user.user_answers.
where(multiple_choice_question_id: qid).first.is_correct_answer
}.count
.pluck returns an Array of values, not an ActiveRecord::Relation.
So when you do distinct_question_ids.select you're not calling ActiveRecord's select, but Array's select. Within that select, you're issuing a fresh new query against #user for every id you just plucked -- including ones that get rejected in the select.
You could create a query named distinct_questions that returns a relation (no pluck!), and then build correct_on_first_attempt off of that, and I think you'll avoid the N+1 queries.
Something along these lines:
class UserAnswer < ActiveRecord::Base
scope :distinct_correct, -> { includes(:multiple_choice_question)
.where(is_correct_answer: true).distinct }
scope :first_attempt_correct, -> { distinct_correct
.first.is_correct_answer }
end
class User < ActiveRecord::Base
def good_guess_count
#correct_on_first_attempt = #user.user_answers.distinct_correct.first_attempt_correct.count
end
end
You'll need to ensure that .first is actually getting their first attempt, probably by sorting by id or created_at.
As an aside, if you track the attempt number explicitly in UserAnswer, you can really tighten this up:
class UserAnswer < ActiveRecord::Base
scope :correct, -> { where(is_correct_answer: true) }
scope :first_attempt, -> { where(attempt: 1) }
end
class User < ActiveRecord::Base
def lucky_guess_count
#correct_on_first_attempt = #user.user_answers.includes(:multiple_choice_question)
.correct.first_attempt.count
end
end
If you don't have an attempt number in your schema, you could .order and .group to get something similar. But...it seems that some of your project requirements depend on that sequence number, so I'd recommend adding it if you don't have it already.
ps. For fighting N+1 queries, use gem bullet. It is on-point.
Related
I have a database query where I want to get an array of Users that are distinct for the set:
#range is a predefinded date range
#shift_list is a list of filtered shifts
def listing
Shift
.where(date: #range, shiftname: #shift_list)
.select(:user_id)
.distinct
.map { |id| User.find( id.user_id ) }
.sort
end
and I read somewhere that for readability, or isolating for testing, or code reuse, you could split this into seperate methods:
def listing
shiftlist
.select(:user_id)
.distinct
.map { |id| User.find( id.user_id ) }
.sort
end
def shift_list
Shift
.where(date: #range, shiftname: #shift_list)
end
So I rewrote this and some other code, and now the page takes 4 times as long to load.
My question is, does this type of method splitting cause the database to be hit twice? Or is it something that I did elsewhere?
And I'd love a suggestion to improve the efficiency of this code.
Further to the need to remove mapping from the code, this shift list is being created with the following code:
def _month_shift_list
Shift
.select(:shiftname)
.distinct
.where(date: #range)
.map {|x| x.shiftname }
end
My intention is to create an array of shiftnames as strings.
I am obviously missing some key understanding in database access, as this method is clearly creating part of the problem.
And I think I have found the solution to this with the following:
def month_shift_list
Shift.
.where(date: #range)
.pluck(:shiftname)
.uniq
end
Nope, the database will not be hit twice. The queries in both methods are lazy loaded. The issue you have with the slow page load times is because the map function now has to do multiple finds which translates to multiple SELECT from the DB. You can re-write your query to this:
def listing
User.
joins(:shift).
merge(Shift.where(date: #range, shiftname: #shift_list).
uniq.
sort
end
This has just one hit to the DB and will be much faster and should produce the same result as above.
The assumption here is that there is a has_one/has_many relationship on the User model for Shifts
class User < ActiveRecord::Base
has_one :shift
end
If you don't want to establish the has_one/has_many relationship on User, you can re-write it to:
def listing
User.
joins("INNER JOIN shifts on shifts.user_id = users.id").
merge(Shift.where(date: #range, shiftname: #shift_list).
uniq.
sort
end
ALTERNATIVE:
You can use 2 queries if you experience issues with using ActiveRecord#merge.
def listing
user_ids = Shift.where(date: #range, shiftname: #shift_list).uniq.pluck(:user_id).sort
User.find(user_ids)
end
I have a simple association like
class Slot < ActiveRecord::Base
has_many :media_items, dependent: :destroy
end
class MediaItem < ActiveRecord::Base
belongs_to :slot
end
The MediaItems are ordered per Slot and have a field called ordering.
And want to avoid n+1 querying but nothing I tried works. I had read several blogposts, railscasts etc but hmm.. they never operate on a single model and so on...
What I do is:
def update
#slot = Slot.find(params.require(:id))
media_items = #slot.media_items
par = params[:ordering_media]
# TODO: IMP remove n+1 query
par.each do |item|
item_id = item[:media_item_id]
item_order = item[:ordering]
media_items.find(item_id).update(ordering: item_order)
end
#slot.save
end
params[:ordering_media] is a json array with media_item_id and an integer for ordering
I tried things like
#slot = Slot.includes(:media_items).find(params.require(:id)) # still n+1
#slot = Slot.find(params.require(:id)).includes(:media_items) # not working at all b/c is a Slot already
media_items = #slot.media_items.to_a # looks good but then in the array of MediaItems it is difficult to retrieve the right instance in my loop
This seems like a common thing to do, so I think there is a simple approach to solve this. Would be great to learn about it.
First at all, at this line media_items.find(item_id).update(ordering: item_order) you don't have an n + 1 issue, you have a 2 * n issue. Because for each media_item you make 2 queries: one for find, one for update. To fix you can do this:
params[:ordering_media].each do |item|
MediaItem.update_all({ordering: item[:ordering]}, {id: item[:media_item_id]})
end
Here you have n queries. That is the best we can do, there's no way to update a column on n records with n distinct values, with less than n queries.
Now you can remove the lines #slot = Slot.find(params.require(:id)) and #slot.save, because #slot was not modified or used at the update action.
With this refactor, we see a problem: the action SlotsController#update don't update slot at all. A better place for this code could be MediaItemsController#sort or SortMediaItemsController#update (more RESTful).
At the last #slot = Slot.includes(:media_items).find(params.require(:id)) this is not n + 1 query, this is 2 SQL statements query, because you retrieve n media_items and 1 slot with only 2 db calls. Also it's the best option.
I hope it helps.
I need to get the previous and next active record objects with Rails. I did it, but don't know if it's the right way to do that.
What I've got:
Controller:
#product = Product.friendly.find(params[:id])
order_list = Product.select(:id).all.map(&:id)
current_position = order_list.index(#product.id)
#previous_product = #collection.products.find(order_list[current_position - 1]) if order_list[current_position - 1]
#next_product = #collection.products.find(order_list[current_position + 1]) if order_list[current_position + 1]
#previous_product ||= Product.last
#next_product ||= Product.first
product_model.rb
default_scope -> {order(:product_sub_group_id => :asc, :id => :asc)}
So, the problem here is that I need to go to my database and get all this ids to know who is the previous and the next.
Tried to use the gem order_query, but it did not work for me and I noted that it goes to the database and fetch all the records in that order, so, that's why I did the same but getting only the ids.
All the solutions that I found was with simple order querys. Order by id or something like a priority field.
Write these methods in your Product model:
class Product
def next
self.class.where("id > ?", id).first
end
def previous
self.class.where("id < ?", id).last
end
end
Now you can do in your controller:
#product = Product.friendly.find(params[:id])
#previous_product = #product.next
#next_product = #product.previous
Please try it, but its not tested.
Thanks
I think it would be faster to do it with only two SQL requests, that only select two rows (and not the entire table). Considering that your default order is sorted by id (otherwise, force the sorting by id) :
#previous_product = Product.where('id < ?', params[:id]).last
#next_product = Product.where('id > ?', params[:id]).first
If the product is the last, then #next_product will be nil, and if it is the first, then, #previous_product will be nil.
There's no easy out-of-the-box solution.
A little dirty, but working way is carefully sorting out what conditions are there for finding next and previous items. With id it's quite easy, since all ids are different, and Rails Guy's answer describes just that: in next for a known id pick a first entry with a larger id (if results are ordered by id, as per defaults). More than that - his answer hints to place next and previous into the model class. Do so.
If there are multiple order criteria, things get complicated. Say, we have a set of rows sorted by group parameter first (which can possibly have equal values on different rows) and then by id (which id different everywhere, guaranteed). Results are ordered by group and then by id (both ascending), so we can possibly encounter two situations of getting the next element, it's the first from the list that has elements, that (so many that):
have the same group and a larger id
have a larger group
Same with previous element: you need the last one from the list
have the same group and a smaller id
have a smaller group
Those fetch all next and previous entries respectively. If you need only one, use Rails' first and last (as suggested by Rails Guy) or limit(1) (and be wary of the asc/desc ordering).
This is what order_query does. Please try the latest version, I can help if it doesn't work for you:
class Product < ActiveRecord::Base
order_query :my_order,
[:product_sub_group_id, :asc],
[:id, :asc]
default_scope -> { my_order }
end
#product.my_order(#collection.products).next
#collection.products.my_order_at(#product).next
This runs one query loading only the next record. Read more on Github.
Let's say you have an assocation in one of your models like this:
class User
has_many :articles
end
Now assume you need to get 3 arrays, one for the articles written yesterday, one of for the articles written in the last 7 days, and one of for the articles written in the last 30 days.
Of course you might do this:
articles_yesterday = user.articles.where("posted_at >= ?", Date.yesterday)
articles_last7d = user.articles.where("posted_at >= ?", 7.days.ago.to_date)
articles_last30d = user.articles.where("posted_at >= ?", 30.days.ago.to_date)
However, this will run 3 separate database queries. More efficiently, you could do this:
articles_last30d = user.articles.where("posted_at >= ?", 30.days.ago.to_date)
articles_yesterday = articles_last30d.select { |article|
article.posted_at >= Date.yesterday
}
articles_last7d = articles_last30d.select { |article|
article.posted_at >= 7.days.ago.to_date
}
Now of course this is a contrived example and there is no guarantee that the array select will actually be faster than a database query, but let's just assume that it is.
My question is: Is there any way (e.g. some gem) to write this code in a way which eliminates this problem by making sure that you simply specify the association conditions, and the application itself will decide whether it needs to perform another database query or not?
ActiveRecord itself does not seem to cover this problem appropriately. You are forced to decide between querying the database every time or treating the association as an array.
There are a couple of ways to handle this:
You can create separate associations for each level that you want by specifying a conditions hash on the association definition. Then you can simply eager load these associations for your User query, and you will be hitting the db 3x for the entire operation instead of 3x for each user.
class User
has_many articles_yesterday, class_name: Article, conditions: ['posted_at >= ?', Date.yesterday]
# other associations the same way
end
User.where(...).includes(:articles_yesterday, :articles_7days, :articles_30days)
You could do a group by.
What it comes down to is you need to profile your code and determine what's going to be fastest for your app (or if you should even bother with it at all)
You can get rid of the necessity of checking the query with something like the code below.
class User
has_many :articles
def article_30d
#articles_last30d ||= user.articles.where("posted_at >= ?", 30.days.ago.to_date)
end
def articles_last7d
#articles_last7d ||= articles_last30d.select { |article| article.posted_at >= 7.days.ago.to_date }
end
def articles_yesterday
#articles_yesterday ||= articles_last30d.select { |article| article.posted_at >= Date.yesterday }
end
end
What it does:
Makes only one query maximum, if any of the three is used
Calculates only the used array, and the 30d version in any case, but only once
It does not however simplifies the initial 30d query even if you do not use it. Is it enough, or you need something more?
This has been driving me crazy for the last couple of hours as I'm sure there must be a simple solution. Let's say I have the following models:
class Post < ActiveRecord::Base
has_many :comments
end
class Comment < ActiveRecord::Base
belongs_to :post
end
And the Comment model has an attribute called Flagged. Assume the post has ten comments and the first two and last two have been marked as flagged.
I want to get a count of how many of the first 5 comments of a post have been flagged. In this case I would want to return 2. So at first I tried:
post.comments.limit(5).where(comments: { flagged: true }).count
But this returns 4 which makes sense because it's finding the first 5 records where flagged is true. My question is, how can I do the count on only the limited resultset? I tried:
first_five_comments = post.comments.limit(5)
first_five_comments.where(flagged: true).count
This also returns 4 as it's just chaining the relations together and executing the same query as above.
I know I could do this with a straight SQL statement, but it just seems like there should be a more Rails way to do it. Do I have to add a .all to the above statement and then do the count within the returned array? Obviously this doesn't work:
first_five_comments = post.comments.limit(5).all
first_five_comments.where(flagged: true).count
because I can't use "where" on an array. If I do have to do it like this, how would I search within the array the get the count?
Any help is appreciated!
You need to filter the array and then count it's elements.
post.comments.limit(5).select{ |comment| comment.flagged? }.size
Or shorter:
post.comments.limit(5).select(&:flagged?).size
Note: select is a method of Array, it does not have anything to do with SQL Select statement.