I have to write a query across two different tables country
and city
. The goal is to get every district and that district's population for every country. As the district is just an attribute of each city, I have to subsume all the populations of every city belonging to a district.
My query so far looks like this:
SELECT country.name, country.population, array_agg(
(SELECT (c.district, sum(city.population))
FROM city GROUP BY c.district))
AS districts
FROM country
FULL OUTER JOIN city c ON country.code = c.countrycode
GROUP BY country.name, country.population;
The result:
name | population | districts
---------------------------------------------+------------+------------------------------------------------------------------------------------------------------------------
Afghanistan | 22720000 | {"(Balkh,1429559884)","(Qandahar,1429559884)","(Herat,1429559884)","(Kabol,1429559884)"}
Albania | 3401200 | {"(Tirana,1429559884)"}
Algeria | 31471000 | {"(Blida,1429559884)","(Béjaïa,1429559884)","(Annaba,1429559884)","(Batna,1429559884)","(Mostaganem,1429559884)"
American Samoa | 68000 | {"(Tutuila,1429559884)","(Tutuila,1429559884)"}
So apparently it sums all the city-populations of the world. I need to limit that somehow to each district alone.
But if I run the Subquery alone as
SELECT (city.district, sum(city.population)) FROM city GROUP BY city.district;
it gives me the districts with their population:
row
----------------------------------
(Bali,435000)
(,4207443)
(Dnjestria,194300)
(Mérida,224887)
(Kochi,324710)
(Qazvin,291117)
(Izmir,2130359)
(Meta,273140)
(Saint-Denis,131480)
(Manitoba,618477)
(Changhwa,354117)
I realized it has to do something with the abbreviation that I use when joining. I used it for convenience but it seems to have real consequences because if I don't use it, it gives me the error
more than one row returned by a subquery used as an expression
Also, if I use
sum(c.population)
in the subquery it won't execute because
aggregate function calls cannot be nested
This abbreviation when joining apparently changes a lot .
I hope someone can shed some light on that.
Solved it myself.
Window functions are the most convenient method for this kind of task:
SELECT DISTINCT
country.name
, country.population
, city.district
, sum(city.population) OVER (PARTITION BY city.district)
AS district_population
, sum(city.population) OVER (PARTITION BY city.district)/ CAST(country.population as float)
AS district_share
FROM
country JOIN city ON country.code = city.countrycode
;
But it also works with subselects:
SELECT DISTINCT
country.name
, country.population
, city.district
,(
SELECT
sum(ci.population)
FROM
city ci
WHERE ci.district = city.district
) AS district_population
,(
SELECT
sum(ci2.population)/ CAST(country.population as float)
FROM
city ci2
WHERE ci2.district = city.district
) AS district_share
FROM
country JOIN city ON country.code = city.countrycode
ORDER BY
country.name
, country.population
;
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