MySQL langsame Abfrage: INNER JOIN + ORDER BY verursacht filesort

Ich versuche diese Abfrage zu optimieren:

SELECT `posts`.* FROM `posts` INNER JOIN `posts_tags` 
     ON `posts`.id = `posts_tags`.post_id 
     WHERE  (((`posts_tags`.tag_id = 1))) 
     ORDER BY posts.created_at DESC;

Die Größe der Tabellen beträgt 38k Zeilen, und 31k und mysql verwenden "filesort", so dass es ziemlich langsam wird. Ich habe versucht, verschiedene Indizes zu verwenden, kein Glück.

CREATE TABLE `posts` (
  `id` int(11) NOT NULL auto_increment,
  `created_at` datetime default NULL,
  PRIMARY KEY  (`id`),
  KEY `index_posts_on_created_at` (`created_at`),
  KEY `for_tags` (`trashed`,`published`,`clan_private`,`created_at`)
) ENGINE=InnoDB AUTO_INCREMENT=44390 DEFAULT CHARSET=utf8 COLLATE=utf8_unicode_ci

CREATE TABLE `posts_tags` (
  `id` int(11) NOT NULL auto_increment,
  `post_id` int(11) default NULL,
  `tag_id` int(11) default NULL,
  `created_at` datetime default NULL,
  `updated_at` datetime default NULL,
  PRIMARY KEY  (`id`),
  KEY `index_posts_tags_on_post_id_and_tag_id` (`post_id`,`tag_id`)
) ENGINE=InnoDB AUTO_INCREMENT=63175 DEFAULT CHARSET=utf8
+----+-------------+------------+--------+--------------------------+--------------------------+---------+---------------------+-------+-----------------------------------------------------------+
| id | select_type | table      | type   | possible_keys            | key                      | key_len | ref                 | rows  | Extra                                                     |
+----+-------------+------------+--------+--------------------------+--------------------------+---------+---------------------+-------+-----------------------------------------------------------+
|  1 | SIMPLE      | posts_tags | index  | index_post_id_and_tag_id | index_post_id_and_tag_id | 10      | NULL                | 24159 | Using where; Using index; Using temporary; Using filesort | 
|  1 | SIMPLE      | posts      | eq_ref | PRIMARY                  | PRIMARY                  | 4       | .posts_tags.post_id |     1 |                                                           | 
+----+-------------+------------+--------+--------------------------+--------------------------+---------+---------------------+-------+-----------------------------------------------------------+
2 rows in set (0.00 sec)

Welche Art von Index muss ich definieren, um zu vermeiden, dass MySQL Filesort verwendet? Ist es möglich, wenn das Bestellfeld nicht in der where-Klausel enthalten ist?

update: Profilerstellungsergebnisse:

mysql> show profile for query 1;
+--------------------------------+----------+
| Status                         | Duration |
+--------------------------------+----------+
| starting                       | 0.000027 | 
| checking query cache for query | 0.037953 | 
| Opening tables                 | 0.000028 | 
| System lock                    | 0.010382 | 
| Table lock                     | 0.023894 | 
| init                           | 0.000057 | 
| optimizing                     | 0.010030 | 
| statistics                     | 0.000026 | 
| preparing                      | 0.000018 | 
| Creating tmp table             | 0.128619 | 
| executing                      | 0.000008 | 
| Copying to tmp table           | 1.819463 | 
| Sorting result                 | 0.001092 | 
| Sending data                   | 0.004239 | 
| end                            | 0.000012 | 
| removing tmp table             | 0.000885 | 
| end                            | 0.000006 | 
| end                            | 0.000005 | 
| query end                      | 0.000006 | 
| storing result in query cache  | 0.000005 | 
| freeing items                  | 0.000021 | 
| closing tables                 | 0.000013 | 
| logging slow query             | 0.000004 | 
| cleaning up                    | 0.000006 | 
+--------------------------------+----------+

update2:

Real query (einige mehr boolesche Felder, mehr nutzlose Indizes)

SELECT `posts`.* FROM `posts` INNER JOIN `posts_tags` 
   ON `posts`.id = `posts_tags`.post_id 
   WHERE ((`posts_tags`.tag_id = 7971)) 
       AND (((posts.trashed = 0) 
       AND (`posts`.`published` = 1 
       AND `posts`.`clan_private` = 0)) 
       AND ((`posts_tags`.tag_id = 7971)))  
   ORDER BY created_at DESC LIMIT 0, 10; 

Leerer Satz (1,25 Sek.)

Ohne ORDER BY - 0,01s.

+----+-------------+------------+--------+-----------------------------------------+-----------------------+---------+---------------------+-------+--------------------------+
| id | select_type | table      | type   | possible_keys                           | key                   | key_len | ref                 | rows  | Extra                    |
+----+-------------+------------+--------+-----------------------------------------+-----------------------+---------+---------------------+-------+--------------------------+
|  1 | SIMPLE      | posts_tags | index  | index_posts_tags_on_post_id_and_tag_id  | index_posts_tags_...  | 10      | NULL                | 23988 | Using where; Using index | 
|  1 | SIMPLE      | posts      | eq_ref | PRIMARY,index_posts_on_trashed_and_crea | PRIMARY               | 4       | .posts_tags.post_id |     1 | Using where              | 
+----+-------------+------------+--------+-----------------------------------------+-----------------------+---------+---------------------+-------+--------------------------+

LÖSUN

Query aktualisiert auf "ORDER BY posts_tags.created_at DESC" (zwei kleine Änderungen im App-Code)Index hinzugefügt: index_posts_tags_on_created_at.

Das ist alles

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