SQL Query w/ multiple name / value pairs in Where clause - mysql

Question

I have a table called Properties (pid, uid, pname, pvalue). The pid column is auto generated. Each uid (user id) could have multiple name value pairs stored in the pname and pvalue.
As an input I've multiple name value pairs for pname and pvalue which forms a complicated boolean expression.
For example: let's start w/ one name value pair. Say I want to retrieve all uid's whose 'favorite_color' is 'red'.
I wrote an SQL query:
SELECT *
FROM properties
WHERE ((pname = 'favorite_color') and (pvalue = 'red'))
The query soon gets complicated if I had to retrieve something like, fetch all uid's whose 'favorite_color' is 'red' or 'blue' and 'favorite_drink' is 'juice' or ' 'milk' and 'favorite_ hobby' is 'music' or 'art' etc.
I wrote an SQL query:
SELECT *
FROM properties
WHERE (((pname = 'favorite_color') and (pvalue = 'red'))
OR ((pname = 'favorite_color') and (pvalue = 'blue')))
AND (((pname = 'favorite_drink') and (pvalue = 'juice'))
OR ((pname = 'favorite_drink') and (pvalue = 'milk')))
AND (((pname = 'favorite_hobby') and (pvalue = 'music'))
OR ((pname = 'favorite_hobby') and (pvalue = 'art')))
I got the expression correct but unfortunately it fails because the evaluation is done on each row. What if I wanted to add more name value pairs to the where clause?
Questions:
Is it possible to write and SQL query for this?
The other idea I had was to fetch all the pname, pvalue pairs for each user, build a dynamic expression using an expression language and my input name value paris to evaluate it. I've apache's JEXL in mind.

Answer 1

To do the ANDs you need to do as many self-joins as you have and-ed conditions:
SELECT *
FROM Properties p1, Properties p2, Properties p3
WHERE p1.uid = p2.uid AND p1.uid = p3.uid
AND (p1.pname = 'favorite_color' AND p1.pvalue IN ('red', 'blue'))
AND (p2.pname = 'favorite_drink' AND p2.pvalue IN ('juice', 'milk'))
AND (p3.pname = 'favorite_hobby' AND p2.pvalue IN ('music', 'art'))
EDIT:
Another possibility is to denormalize the data, and then use FIND_IN_SET() or RLIKE:
SELECT uid, group_concat(concat(pname, '=', pvalue)) props
FROM Properties
GROUP BY uid
HAVING props RLIKE 'favorite_color=(red|blue)'
AND props RLIKE 'favorite_drink=(juice|milk)'
AND props RLIKE 'favorite_hobby=(music|art)'

Answer 2

SELECT p1.*,p2.pname,p2.pvalue,p3.pname,p3.pvalue
FROM (
(Select *
from Properties
where (pname = 'favorite_color' AND pvalue IN ('red', 'blue')) p1,
(Select *
from Properties
where (pname = 'favorite_drink' AND pvalue IN ('juice','milk')) p2,
(Select *
from Properties
where (pname = 'favorite_hobby' AND pvalue IN ('music', 'art')) p3,
)
WHERE p1.uid = p2.uid AND p1.uid = p3.uid