I have a model Company that have columns pbr, market_cap and category.
To get averages of pbr grouped by category, I can use group method.
Company.group(:category).average(:pbr)
But there is no method for weighted average.
To get weighted averages I need to run this SQL code.
select case when sum(market_cap) = 0 then 0 else sum(pbr * market_cap) / sum(market_cap) end as weighted_average_pbr, category AS category FROM "companies" GROUP BY "companies"."category";
In psql this query works fine. But I don't know how to use from Rails.
sql = %q(select case when sum(market_cap) = 0 then 0 else sum(pbr * market_cap) / sum(market_cap) end as weighted_average_pbr, category AS category FROM "companies" GROUP BY "companies"."category";)
ActiveRecord::Base.connection.select_all(sql)
returns a error:
output error: #<NoMethodError: undefined method `keys' for #<Array:0x007ff441efa618>>
It would be best if I can extend Rails method so that I can use
Company.group(:category).weighted_average(:pbr)
But I heard that extending rails query is a bit tweaky, now I just want to know how to run the result of sql from Rails.
Does anyone knows how to do it?
Version
rails: 4.2.1
What version of Rails are you using? I don't get that error with Rails 4.2. In Rails 3.2 select_all used to return an Array, and in 4.2 it returns an ActiveRecord::Result. But in either case, it is correct that there is no keys method. Instead you need to call keys on each element of the Array or Result. It sounds like the problem isn't from running the query, but from what you're doing afterward.
In any case, to get the more fluent approach you've described, you could do this:
class Company
scope :weighted_average, lambda{|col|
select("companies.category").
select(<<-EOQ)
(CASE WHEN SUM(market_cap) = 0 THEN 0
ELSE SUM(#{col} * market_cap) / SUM(market_cap)
END) AS weighted_average_#{col}
EOQ
}
This will let you say Company.group(:category).weighted_average(:pbr), and you will get a collection of Company instances. Each one will have an extra weighted_average_pbr attribute, so you can do this:
Company.group(:category).weighted_average(:pbr).each do |c|
puts c.weighted_average_pbr
end
These instances will not have their normal attributes, but they will have category. That is because they do not represent individual Companies, but groups of companies with the same category. If you want to group by something else, you could parameterize the lambda to take the grouping column. In that case you might as well move the group call into the lambda too.
Now be warned that the parameter to weighted_average goes straight into your SQL query without escaping, since it is a column name. So make sure you don't pass user input to that method, or you'll have a SQL injection vulnerability. In fact I would probably put a guard inside the lambda, something like raise "NOPE" unless col =~ %r{\A[a-zA-Z0-9_]+\Z}.
The more general lesson is that you can use select to include extra SQL expressions, and have Rails magically treat those as attributes on the instances returned from the query.
Also note that unlike with select_all where you get a bunch of hashes, with this approach you get a bunch of Company instances. So again there is no keys method! :-)
I dont how to accomplish this problem.
I faced with this problem 3 times and each time I put it in my todo list but even tho I tried to find a solution I couldnt.
For examples,
I m trying to create a query with dynamic variables of this example;
User.search(first_name_start: 'K')
there are 3 arguments in this example;
1)first_name - My model attribute
2)start - Query type (start/end/cont )
3)'3' - value
I was able to create dynamic ActiveRecord using static symbols but how am I suppose to make dynamic input
Thanks in advance
EDIT: ADDITIONAL INFORMATION
let me show you a some kind of pseudo-code
varArray.each_with_index |x,index|
queryString=varArray[i]+"_"+filterArray=[i] #lets say varArray[i], this will be first_name, an actual model attribute/a column in my db
#and filterArray like /start/end/with a filter type
#and finally valArray a string value like 'geo' or 'paul'
User.where(queryString valArray[i]).result
I tried to use send(variable) but that didnt help me either, so i dont how should i proceed,
This is one of a few cases where new fancy Ruby 1.9 syntax for defining hashes doesn't cut it. You have to use the traditional hashrocket (=>) that allows you to specify not only symbols, but any arbitrary values as hash keys:
column = "#{first_name}_size_#{query_type}".to_sym
User.where( column => value )
AFAIK, ActiveRecord is able to accept strings instead of symbols as column names, so you don't even need to call to_sym.
I'm building a summary of data based on multiple entities - to keep things simple for eg. a list of categories and the number of items present in each category returned as json e.g.
{"report":["Fruit",35]}
#array = []
#active_rec = Category.all
#array = #active_rec.collect{ |u| [u.name, ?how to insert AR query result? }
How can I plug a value along with the name that is the result of another query eg. is it possible to perform a query inline on a current row ?
Thanks!
Made some assumptions about your date model:
Fruit.joins(:category).group('categories.id').select('categories.name, COUNT(fruits.id)')
Or (depending on how you want to handle the case of duplicate category names):
Fruit.joins(:category).group('categories.name').count('fruits.id')
Note the output will be in a different format depending on which of these you choose.
So I am pulling my hair over this issue / gotcha. Basically I used find_by_sql to fetch data from my database. I did this because the query has lots of columns and table joins and I think using ActiveRecord and associations will slow it down.
I managed to pull the data and now I wanted to modify returned values. I did this by looping through the result ,for example.
a = Project.find_by_sql("SELECT mycolumn, mycolumn2 FROM my_table").each do |project|
project['mycolumn'] = project['mycolumn'].split('_').first
end
What I found out is that project['mycolumn'] was not changed at all.
So my question:
Does find_by_sql return an array Hashes?
Is it possible to modify the value of one of the attributes of hash as stated above?
Here is the code : http://pastie.org/4213454 . If you can have a look at summarize_roles2() that's where the action is taking place.
Thank you. Im using Rails 2.1.1 and Ruby 1.8. I can't really upgrade because of legacy codes.
Just change the method above to access the values, print value of project and you can clearly check the object property.
The results will be returned as an array with columns requested encapsulated as attributes of the model you call this method from.If you call Product.find_by_sql then the results will be returned in a Product object with the attributes you specified in the SQL query.
If you call a complicated SQL query which spans multiple tables the columns specified by the SELECT will be attributes of the model, whether or not they are columns of the corresponding table.
Post.find_by_sql "SELECT p.title, c.author FROM posts p, comments c WHERE p.id = c.post_id"
> [#<Post:0x36bff9c #attributes={"title"=>"Ruby Meetup", "first_name"=>"Quentin"}>, ...]
Source: http://api.rubyonrails.org/v2.3.8/
Have you tried
a = Project.find_by_sql("SELECT mycolumn, mycolumn2 FROM my_table").each do |project|
project['mycolumn'] = project['mycolumn'].split('_').first
project.save
end
I already have a working solution, but I would really like to know why this doesn't work:
ratings = Model.select(:rating).uniq
ratings.each { |r| puts r.rating }
It selects, but don't print unique values, it prints all values, including the duplicates. And it's in the documentation: http://guides.rubyonrails.org/active_record_querying.html#selecting-specific-fields
Model.select(:rating)
The result of this is a collection of Model objects. Not plain ratings. And from uniq's point of view, they are completely different. You can use this:
Model.select(:rating).map(&:rating).uniq
or this (most efficient):
Model.uniq.pluck(:rating)
Rails 5+
Model.distinct.pluck(:rating)
Update
Apparently, as of rails 5.0.0.1, it works only on "top level" queries, like above. Doesn't work on collection proxies ("has_many" relations, for example).
Address.distinct.pluck(:city) # => ['Moscow']
user.addresses.distinct.pluck(:city) # => ['Moscow', 'Moscow', 'Moscow']
In this case, deduplicate after the query
user.addresses.pluck(:city).uniq # => ['Moscow']
If you're going to use Model.select, then you might as well just use DISTINCT, as it will return only the unique values. This is better because it means it returns less rows and should be slightly faster than returning a number of rows and then telling Rails to pick the unique values.
Model.select('DISTINCT rating')
Of course, this is provided your database understands the DISTINCT keyword, and most should.
This works too.
Model.pluck("DISTINCT rating")
If you want to also select extra fields:
Model.select('DISTINCT ON (models.ratings) models.ratings, models.id').map { |m| [m.id, m.ratings] }
Model.uniq.pluck(:rating)
# SELECT DISTINCT "models"."rating" FROM "models"
This has the advantages of not using sql strings and not instantiating models
Model.select(:rating).uniq
This code works as 'DISTINCT' (not as Array#uniq) since rails 3.2
Model.select(:rating).distinct
Another way to collect uniq columns with sql:
Model.group(:rating).pluck(:rating)
If I am going right to way then :
Current query
Model.select(:rating)
is returning array of object and you have written query
Model.select(:rating).uniq
uniq is applied on array of object and each object have unique id. uniq is performing its job correctly because each object in array is uniq.
There are many way to select distinct rating :
Model.select('distinct rating').map(&:rating)
or
Model.select('distinct rating').collect(&:rating)
or
Model.select(:rating).map(&:rating).uniq
or
Model.select(:name).collect(&:rating).uniq
One more thing, first and second query : find distinct data by SQL query.
These queries will considered "london" and "london " same means it will neglect to space, that's why it will select 'london' one time in your query result.
Third and forth query:
find data by SQL query and for distinct data applied ruby uniq mehtod.
these queries will considered "london" and "london " different, that's why it will select 'london' and 'london ' both in your query result.
please prefer to attached image for more understanding and have a look on "Toured / Awaiting RFP".
If anyone is looking for the same with Mongoid, that is
Model.distinct(:rating)
Some answers don't take into account the OP wants a array of values
Other answers don't work well if your Model has thousands of records
That said, I think a good answer is:
Model.uniq.select(:ratings).map(&:ratings)
=> "SELECT DISTINCT ratings FROM `models` "
Because, first you generate a array of Model (with diminished size because of the select), then you extract the only attribute those selected models have (ratings)
You can use the following Gem: active_record_distinct_on
Model.distinct_on(:rating)
Yields the following query:
SELECT DISTINCT ON ( "models"."rating" ) "models".* FROM "models"
In my scenario, I wanted a list of distinct names after ordering them by their creation date, applying offset and limit. Basically a combination of ORDER BY, DISTINCT ON
All you need to do is put DISTINCT ON inside the pluck method, like follow
Model.order("name, created_at DESC").offset(0).limit(10).pluck("DISTINCT ON (name) name")
This would return back an array of distinct names.
Model.pluck("DISTINCT column_name")