I have 1.5M rows in a table. Following is the table create code:
CREATE TABLE `jobs` (
`id` INT(8) NOT NULL AUTO_INCREMENT,
`job_id` VARCHAR(50) NOT NULL DEFAULT '',
`title` VARCHAR(255) NOT NULL DEFAULT '',
`company` VARCHAR(255) NOT NULL DEFAULT '',
`city` VARCHAR(50) NOT NULL DEFAULT '',
`state` VARCHAR(50) NOT NULL DEFAULT '',
PRIMARY KEY (`id`),
UNIQUE INDEX `job_id` (`job_id`),
FULLTEXT INDEX `search` (`title`, `company`, `city`, `state`)
)
COLLATE='utf8_general_ci'
ENGINE=MyISAM
The query below takes about 0.3 seconds, which is very high.
SELECT id,
title,
company,
state,
city
FROM `jobs`
WHERE MATCH (title, company, state, city) AGAINST
('senior software engineer in san fransisco california')
LIMIT 0,10
How can I decrease execution time and still provide relevant results? Any suggestions?
So far I tried followings but there is no improvement at all.
Searching in a single field that contains 4 field of data but it did not matter.
Using in Boolean mode>1 or >2, but then it gives me unrelated results
Repairing the table, increasing key_buffer_size to 1GB from 16MB, changing table type to Innodb, changing character set to latin1 from utf8.
Setting ft_max_word_len=1 and ft_stopword_file='' from default values.
I searched online for many hours but no luck so far.
"Explain select..." output:
id;select_type;table;type ;possible_keys;key ;key_len;ref;rows;Extra
1 ;SIMPLE ;jobs ;fulltext;search ;search;0 ;\N ;1 ;Using where
EDIT: SHOW PROFILE OUTPUT:
|| *Status* || *Duration* ||
|| starting || 0.000087 ||
|| checking permissions || 0.000011 ||
|| Opening tables || 0.000036 ||
|| init || 0.000030 ||
|| System lock || 0.000013 ||
|| optimizing || 0.000010 ||
|| statistics || 0.000021 ||
|| preparing || 0.000008 ||
|| FULLTEXT initialization || 0.276820 ||
|| executing || 0.000010 ||
|| Sending data || 0.000155 ||
|| end || 0.000008 ||
|| query end || 0.000004 ||
|| closing tables || 0.000016 ||
|| freeing items || 0.000703 ||
|| cleaning up || 0.000018 ||