For a particular name i want to fetch other names who have lived in three or more cities lived by this person.
Yeah.
You send the table back to whoever designed it with a comment to learn hwo to design tables. First normal form, normalization.
Once the table follows SQL rules, the query is pretty easy.
You need to redesign your table instaed of
name , city1 , city2 , city3 ,city4 , city5 ,city6 , city7 , city8 , city9 city10
it should be more like
Person, City, rank
------------------
name , city1 ,1
name , city2 ,2
name , city3 ,3
name , city4 ,4
name , city5 ,5
name , city6 ,6
name , city7 ,7
name , city8 ,8
name , city9 ,9
name , city10,10
and take TomTom's advice and learn about data normalization!
this is what you should do:
redesign your database to have a city table:
city(id int, name varchar)
and a user table:
user(id int, name varchar, ...)
and a user_city table:
user_city(user_id int, city_id int)
that alone will eliminate the limit of 10 cities per user.
to find the cities lived in by a user:
select city_id form user_city where user_id = ?
now how you would find users that lives in 3 or more cities from that list? one way to do it would be to count the number of cities from the list each user lived in, something like:
select user_id,count(*) n
from user_city
where city_id in (select city_id
from user_city
where user_id = ?)
group by user_id having n >= 3;
I didn't really test this, but it should work.
you will also have to figure out how to index those tables.
Try this:
< table > Person
< fields > PersonId, PersonName |
< table > City
< fields > CityId, CityName |
< table > LivedIn
< fields > LivedInId, PersonId, CityId
Logically you would do the following things for each scenario:
Find the person who has lived in the maximum number of different cities:
Make a list of the PersonId's (all people)
Iterate over that and count the number of cities each person lived in
Find the maximum cities lived in by anyone person
Find the person name related to the personId that had the max citiesFind all people that lived in 3 or more cities as a give person
Let's call the person Bob
Make a list of all cities (the CityIds) that Bob lived in.
Make a list which includes personId, and common cities (maybe a HashMap in Java)
Iterate over the LivedIn table and update the count of how many cities are common
Find all the people who have a count greater than 3
I would do this with a combination of Java and SQL but I am not that good with either so can't give you the code here without having to look a lot of stuff up.
Breaking this data out into three tables to provide a more flexible many-to-many relationship.
person
table to store names
city
table to store cities
person_city
to relate the two (many to many)
To retrieve other people who have lived in 3 or more cities that navin has:
SELECT name FROM (
SELECT
p.name, COUNT(DISTINCT(city_id)) AS lived
FROM person p
JOIN person_city pc ON (pc.person_id = p.person_id)
JOIN city c ON (c.city_id = pc.city_id)
WHERE city_id IN (
SELECT c2.city_id
FROM city c2
JOIN person_city pc2 ON (c2.city_id = pc2.city_id)
JOIN person p2 ON (p2.person_id = pc2.person_id)
WHERE p2.name = 'navin'
)
GROUP BY person_id HAVING lived >= 3
) AS multihome
WHERE name <> 'navin';
You'd need binomial(10,3)^2
OR conditions to do your query. Thats 14 400. You do not want to do that.
Respecting your request to not redesign the database
My untried idea, no way to test it right now
Make a view (name, city) by unioning select name, c1
, select name, c2
etc...
Then:
select m2.name from myview m1
inner join myview m2 on m1.city = m2.city
where m1.name = @Name AND m2.Name!=@Name
group by m2.name
having count(m2.name) > 2
Try something like this:
SELECT PersonName,COUNT(*) AS CountOf
FROM (SELECT PersonName,city1 FROM PersonCities WHERE city1 IS NOT NULL
UNION SELECT PersonName,city2 FROM PersonCities WHERE city2 IS NOT NULL
UNION SELECT PersonName,city3 FROM PersonCities WHERE city3 IS NOT NULL
UNION SELECT PersonName,city4 FROM PersonCities WHERE city4 IS NOT NULL
UNION SELECT PersonName,city5 FROM PersonCities WHERE city5 IS NOT NULL
...
) dt
WHERE dt.city1 IN (SELECT city1 FROM PersonCities WHERE PersonName=..SearchPerson.. AND city1 IS NOT NULL
UNION SELECT city2 FROM PersonCities WHERE PersonName=..SearchPerson.. AND city2 IS NOT NULL
UNION SELECT city3 FROM PersonCities WHERE PersonName=..SearchPerson.. AND city3 IS NOT NULL
UNION SELECT city4 FROM PersonCities WHERE PersonName=..SearchPerson.. AND city4 IS NOT NULL
UNION SELECT city5 FROM PersonCities WHERE PersonName=..SearchPerson.. AND city5 IS NOT NULL
...
)
AND PersonName!=@SearchPerson
GROUP BY PersonName
HAVING COUNT(*)>=3
I don't have mysql, so here it is running using SQL Server:
DECLARE @PersonCities table(PersonName varchar(10), city1 varchar(10), city2 varchar(10), city3 varchar(10), city4 varchar(10), city5 varchar(10))
INSERT INTO @PersonCities VALUES ('Joe','AAA','BBB','CCC', NULL, NULL)
INSERT INTO @PersonCities VALUES ('Pat','BBB','DDD','EEE','FFF','GGG')
INSERT INTO @PersonCities VALUES ('Sam','FFF','BBB', NULL, NULL, NULL)
INSERT INTO @PersonCities VALUES ('Ron','HHH','DDD','EEE','FFF', NULL)
INSERT INTO @PersonCities VALUES ('Don','FFF','ZZZ','QQQ', NULL, NULL)
DECLARE @SearchPerson varchar(10)
SET @SearchPerson='Pat'
SELECT PersonName,COUNT(*) AS CountOf
FROM (SELECT PersonName,city1 FROM @PersonCities WHERE city1 IS NOT NULL
UNION SELECT PersonName,city2 FROM @PersonCities WHERE city2 IS NOT NULL
UNION SELECT PersonName,city3 FROM @PersonCities WHERE city3 IS NOT NULL
UNION SELECT PersonName,city4 FROM @PersonCities WHERE city4 IS NOT NULL
UNION SELECT PersonName,city5 FROM @PersonCities WHERE city5 IS NOT NULL
) dt
WHERE dt.city1 IN (SELECT city1 FROM @PersonCities WHERE PersonName=@SearchPerson AND city1 IS NOT NULL
UNION SELECT city2 FROM @PersonCities WHERE PersonName=@SearchPerson AND city2 IS NOT NULL
UNION SELECT city3 FROM @PersonCities WHERE PersonName=@SearchPerson AND city3 IS NOT NULL
UNION SELECT city4 FROM @PersonCities WHERE PersonName=@SearchPerson AND city4 IS NOT NULL
UNION SELECT city5 FROM @PersonCities WHERE PersonName=@SearchPerson AND city5 IS NOT NULL
)
AND PersonName!=@SearchPerson
GROUP BY PersonName
HAVING COUNT(*)>=3
OUTPUT:
PersonName
---------- -----------
Ron 3
(1 row(s) affected)