[ACCEPTED]-Best way to do a weighted search over multiple fields in mysql?-search
Probably this approach of doing a weighted 9 search / results is suitable for you:
SELECT *,
IF(
`name` LIKE "searchterm%", 20,
IF(`name` LIKE "%searchterm%", 10, 0)
)
+ IF(`description` LIKE "%searchterm%", 5, 0)
+ IF(`url` LIKE "%searchterm%", 1, 0)
AS `weight`
FROM `myTable`
WHERE (
`name` LIKE "%searchterm%"
OR `description` LIKE "%searchterm%"
OR `url` LIKE "%searchterm%"
)
ORDER BY `weight` DESC
LIMIT 20
It 8 uses a select subquery to provide the weight 7 for ordering the results. In this case three 6 fields searched over, you can specify a 5 weight per field. It's probably less expensive 4 than unions and probably one of the faster 3 ways in plain MySQL only.
If you've got more 2 data and need results faster, you can consider 1 using something like Sphinx or Lucene.
you can add multiple mysql MATCH() values 2 together, first multiplying each one by 1 their weight.
simplified of course...
'(MATCH(column1) AGAINST(\''.$_GET['search_string'].'\') * '.$column1_weight.')
+ (MATCH(column2) AGAINST(\''.$_GET['search_string'].'\') * '.$column2_weight.')
+ (MATCH(column3) AGAINST(\''.$_GET['search_string'].'\') * '.$column3_weight.')
AS relevance'
then
'ORDER BY relevance'
There is a native and clean way to do this 4 using MySQL's CASE function (https://dev.mysql.com/doc/refman/5.7/en/case.html).
Example 3 (untested):
SELECT * FROM `myTable` WHERE (`name` LIKE "%searchterm%" OR `description` LIKE %searchterm%" OR `url` LIKE "%searchterm%") ORDER BY CASE WHEN `name` LIKE "searchterm%" THEN 20 WHEN `name` LIKE "%searchterm%" THEN 10 WHEN `description` LIKE "%searchterm%" THEN 5 WHEN `url` LIKE "%searchterm%" THEN 1 ELSE 0 END LIMIT 20
Have used this for many weighted 2 searches of my own and works an absolute 1 treat!
SELECT post_name, post_title,
(CASE WHEN `post_name` LIKE '%install%' THEN(9 / LENGTH(post_name) * 100) ELSE 0 END)
+ (CASE WHEN `post_title` LIKE '%install%' THEN(9 / LENGTH(post_title) * 50) ELSE 0 END)
AS priority
FROM wp_posts
WHERE
post_title LIKE '%install%'
OR post_name LIKE '%install%'
ORDER BY priority DESC
This query will not only check weight in 4 columns, but also in each row:
- Checks how important search word is in each field cell. For example
install
wins overinstall something
if searching forinstall
(length is included in weight calculation). - Each field can have assigned weights (100 and 50 in this case, optional).
Basically, if 3 we have these values and search for install
: (1 2 column example, but it works with multiple 1 columns too)
- "Something else about install"
- "install"
- "install something"
Search will gives this order:
- "install" - 128 weight
- "install something" - 52 weight
- "Something else about install" - 32 weight
You should use a dedicated indexer to prefetch 3 all of the data into an optimized, searchable 2 index. Sphinx and similar products do this very 1 well.
I had this exact same question and it was 3 fully answered on one of the MySQL forums. Here's the thread. Kind 2 of a long thread (because I'm kind of long-winded) but 1 the payoff is just what you're looking for.
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