Question

我有这个查询需要1.7秒才能执行：

SELECT
    i.id_items AS id, 
    i.names, 
    GROUP_CONCAT(DISTINCT iafv.face_value ORDER BY iafv.face_value ASC SEPARATOR ', ') AS facesValues, 
    GROUP_CONCAT(DISTINCT iacut.translation ORDER BY iacut.translation ASC SEPARATOR ', ') AS currencies, 
    GROUP_CONCAT(DISTINCT cout.translation ORDER BY cout.translation ASC SEPARATOR ', ') AS countries, 
    GROUP_CONCAT(DISTINCT iacot.translation ORDER BY iacot.translation ASC SEPARATOR ', ') AS compositions, 
    GROUP_CONCAT(DISTINCT iacc.catalog_code ORDER BY iacc.catalog_code ASC SEPARATOR ', ') AS catalogCodes, 
    GROUP_CONCAT(DISTINCT iaio.issues_on ORDER BY iaio.issues_on ASC SEPARATOR ', ') AS issuesOn, 
    GROUP_CONCAT(DISTINCT iali.last_issues ORDER BY iali.last_issues ASC SEPARATOR ', ') AS latestIssues, 
    MIN(ucfs.price) AS minPrice, 
    SUM(ucfs.units) AS totalUnits           
FROM
    (SELECT
        i.id_items, 
        GROUP_CONCAT(DISTINCT iant.translation ORDER BY iant.translation asc SEPARATOR ', ') AS names   
    FROM
       items i 
    INNER JOIN languages AS l ON l.language_code = "en"
    LEFT JOIN items_atr_names_match AS ianm ON ianm.id_items = i.id_items
    LEFT JOIN items_atr_names_translations AS iant ON iant.id_items_atr_names = ianm.id_items_atr_names AND iant.id_language_code = l.id_languages 
    LEFT JOIN items_atr_names AS ian ON ian.id_items_atr_names = ianm.id_items_atr_names 

    GROUP BY id_items
    ORDER BY names asc

    LIMIT 0, 20) AS i

INNER JOIN languages AS l ON l.language_code = "en"

LEFT JOIN items_atr_faces_values_match AS iafvm ON iafvm.id_items = i.id_items 
LEFT JOIN items_atr_faces_values AS iafv ON iafv.id_items_atr_faces_values = iafvm.id_items_atr_faces_values

LEFT JOIN items_atr_currencies_match AS iacum ON iacum.id_items = i.id_items 
LEFT JOIN items_atr_currencies_translations AS iacut ON iacut.id_items_atr_currencies = iacum.id_items_atr_currencies AND iacut.id_language_code = l.id_languages 
LEFT JOIN items_atr_currencies AS iacu ON iacu.id_items_atr_currencies = iacum.id_items_atr_currencies

LEFT JOIN items_atr_countries_match AS iacoum ON iacoum.id_items = i.id_items 
LEFT JOIN items_atr_countries_translations AS cout ON cout.id_items_atr_countries = iacoum.id_items_atr_countries AND cout.id_language_code = l.id_languages 
LEFT JOIN items_atr_countries AS cou ON cou.id_items_atr_countries = iacoum.id_items_atr_countries

LEFT JOIN items_atr_compositions_match AS iacom ON iacom.id_items = i.id_items 
LEFT JOIN items_atr_compositions_translations AS iacot ON iacot.id_items_atr_compositions = iacom.id_items_atr_compositions AND iacot.id_language_code = l.id_languages 
LEFT JOIN items_atr_compositions AS iaco ON iaco.id_items_atr_compositions = iacom.id_items_atr_compositions

LEFT JOIN items_atr_catalog_codes_match AS iaccm ON iaccm.id_items = i.id_items
LEFT JOIN items_atr_catalog_codes AS iacc ON iacc.id_items_atr_catalog_codes = iaccm.id_items_atr_catalog_codes  

LEFT JOIN items_atr_issues_on_match AS iaiom ON iaiom.id_items = i.id_items
LEFT JOIN items_atr_issues_on AS iaio ON iaio.id_items_atr_issues_on = iaiom.id_items_atr_issues_on

LEFT JOIN items_atr_last_issues_match AS ialim ON ialim.id_items = i.id_items
LEFT JOIN items_atr_last_issues AS iali ON iali.id_items_atr_last_issues = ialim.id_items_atr_last_issues

LEFT JOIN users_coins_for_sale AS ucfs ON ucfs.id_items = i.id_items
LEFT JOIN users AS u ON u.id_users = ucfs.id_users AND u.status = 'active'

GROUP BY id

ORDER BY names asc

这是具有索引信息的表的创建sql：

CREATE TABLE IF NOT EXISTS `items` (
    `id_items` int(11) unsigned NOT NULL AUTO_INCREMENT,
    `id_users` int(11) unsigned NOT NULL DEFAULT '0',
    `date` date NOT NULL,
    `views` bigint(20) NOT NULL DEFAULT '0',
    `status` enum('draft','published') NOT NULL DEFAULT 'draft',
    PRIMARY KEY (`id_items`),
    UNIQUE KEY `id_items` (`id_items`),
    KEY `id_users` (`id_users`),
    CONSTRAINT `FK_items_users` FOREIGN KEY (`id_users`) REFERENCES `users` (`id_users`)
) ENGINE=InnoDB DEFAULT CHARSET=utf8;


CREATE TABLE IF NOT EXISTS `items_atr_catalog_codes` (
    `id_items_atr_catalog_codes` int(11) unsigned NOT NULL AUTO_INCREMENT,
    `catalog_code` varchar(100) NOT NULL DEFAULT '0',
    PRIMARY KEY (`id_items_atr_catalog_codes`),
    UNIQUE KEY `id_items_atr_catalog_codes` (`id_items_atr_catalog_codes`),
    FULLTEXT KEY `catalog_code` (`catalog_code`)
) ENGINE=InnoDB DEFAULT CHARSET=utf8;


CREATE TABLE IF NOT EXISTS `items_atr_catalog_codes_match` (
    `id_items_atr_catalog_codes_match` int(11) unsigned NOT NULL AUTO_INCREMENT,
    `id_items_atr_catalog_codes` int(11) unsigned NOT NULL,
    `id_items` int(11) unsigned NOT NULL,
    PRIMARY KEY (`id_items_atr_catalog_codes_match`),
    UNIQUE KEY `id_items_atr_catalog_codes_match` (`id_items_atr_catalog_codes_match`),
    KEY `id_items` (`id_items`),
    KEY `id_items_atr_catalog_codes` (`id_items_atr_catalog_codes`),
    CONSTRAINT `FK_catalog_codes_items_match_catalog_codes` FOREIGN KEY (`id_items_atr_catalog_codes`) REFERENCES `items_atr_catalog_codes` (`id_items_atr_catalog_codes`),
    CONSTRAINT `FK_catalog_codes_items_match_items` FOREIGN KEY (`id_items`) REFERENCES `items` (`id_items`)
) ENGINE=InnoDB DEFAULT CHARSET=utf8;


CREATE TABLE IF NOT EXISTS `items_atr_compositions` (
    `id_items_atr_compositions` int(11) unsigned NOT NULL AUTO_INCREMENT,
    PRIMARY KEY (`id_items_atr_compositions`),
    UNIQUE KEY `id_items_atr_compositions` (`id_items_atr_compositions`)
) ENGINE=InnoDB DEFAULT CHARSET=utf8;


CREATE TABLE IF NOT EXISTS `items_atr_compositions_match` (
    `id_items_atr_compositions_match` int(11) unsigned NOT NULL AUTO_INCREMENT,
    `id_items_atr_compositions` int(11) unsigned NOT NULL DEFAULT '0',
    `id_items` int(11) unsigned NOT NULL DEFAULT '0',
    PRIMARY KEY (`id_items_atr_compositions_match`),
    UNIQUE KEY `id_items_atr_compositions_match` (`id_items_atr_compositions_match`),
    KEY `id_items` (`id_items`),
    KEY `id_items_atr_compositions` (`id_items_atr_compositions`),
    CONSTRAINT `FK_compositions_items_match_compositions` FOREIGN KEY (`id_items_atr_compositions`) REFERENCES `items_atr_compositions` (`id_items_atr_compositions`),
    CONSTRAINT `FK_compositions_items_match_items` FOREIGN KEY (`id_items`) REFERENCES `items` (`id_items`)
) ENGINE=InnoDB DEFAULT CHARSET=utf8;


CREATE TABLE IF NOT EXISTS `items_atr_compositions_translations` (
    `id_items_atr_compositions_translations` int(11) unsigned NOT NULL AUTO_INCREMENT,
    `id_items_atr_compositions` int(11) unsigned NOT NULL DEFAULT '0',
    `id_language_code` int(11) unsigned NOT NULL DEFAULT '0',
    `translation` varchar(250) NOT NULL DEFAULT '0',
    PRIMARY KEY (`id_items_atr_compositions_translations`),
    UNIQUE KEY `id_items_atr_compositions_translations` (`id_items_atr_compositions_translations`),
    KEY `id_language_code` (`id_language_code`),
    KEY `id_items_atr_compositions` (`id_items_atr_compositions`),
    FULLTEXT KEY `translation` (`translation`),
    CONSTRAINT `FK_compositions_translations_compositions` FOREIGN KEY (`id_items_atr_compositions`) REFERENCES `items_atr_compositions` (`id_items_atr_compositions`),
    CONSTRAINT `FK_compositions_translations_languages` FOREIGN KEY (`id_language_code`) REFERENCES `languages` (`id_languages`)
) ENGINE=InnoDB DEFAULT CHARSET=utf8;


CREATE TABLE IF NOT EXISTS `items_atr_countries` (
    `id_items_atr_countries` int(11) unsigned NOT NULL AUTO_INCREMENT,
    PRIMARY KEY (`id_items_atr_countries`),
    UNIQUE KEY `id_items_atr_countries` (`id_items_atr_countries`)
) ENGINE=InnoDB DEFAULT CHARSET=utf8;

CREATE TABLE IF NOT EXISTS `items_atr_countries_match` (
    `id_items_atr_countries_match` int(11) unsigned NOT NULL AUTO_INCREMENT,
    `id_items_atr_countries` int(11) unsigned NOT NULL,
    `id_items` int(11) unsigned NOT NULL,
    PRIMARY KEY (`id_items_atr_countries_match`),
    UNIQUE KEY `items_atr_countries_match` (`id_items_atr_countries_match`),
    KEY `id_items` (`id_items`),
    KEY `id_items_atr_countries` (`id_items_atr_countries`),
    CONSTRAINT `FK__countries` FOREIGN KEY (`id_items_atr_countries`) REFERENCES `items_atr_countries` (`id_items_atr_countries`),
    CONSTRAINT `FK__items` FOREIGN KEY (`id_items`) REFERENCES `items` (`id_items`)
) ENGINE=InnoDB DEFAULT CHARSET=utf8;


CREATE TABLE IF NOT EXISTS `items_atr_countries_translations` (
    `id_items_atr_countries_translations` int(11) unsigned NOT NULL AUTO_INCREMENT,
    `id_items_atr_countries` int(11) unsigned NOT NULL DEFAULT '0',
    `id_language_code` int(11) unsigned NOT NULL DEFAULT '0',
    `translation` varchar(250) NOT NULL DEFAULT '0',
    PRIMARY KEY (`id_items_atr_countries_translations`),
    UNIQUE KEY `id_items_atr_countries_translations` (`id_items_atr_countries_translations`),
    KEY `id_items_atr_countries` (`id_items_atr_countries`),
    KEY `id_language_code` (`id_language_code`),
    FULLTEXT KEY `translation` (`translation`),
    CONSTRAINT `FK__items_atr_countries` FOREIGN KEY (`id_items_atr_countries`) REFERENCES `items_atr_countries` (`id_items_atr_countries`),
    CONSTRAINT `FK_items_atr_countries_translations_languages` FOREIGN KEY (`id_language_code`) REFERENCES `languages` (`id_languages`)
) ENGINE=InnoDB DEFAULT CHARSET=utf8;


CREATE TABLE IF NOT EXISTS `items_atr_currencies` (
    `id_items_atr_currencies` int(11) unsigned NOT NULL AUTO_INCREMENT,
    PRIMARY KEY (`id_items_atr_currencies`),
    UNIQUE KEY `id_items_atr_currencies` (`id_items_atr_currencies`)
) ENGINE=InnoDB DEFAULT CHARSET=utf8;


CREATE TABLE IF NOT EXISTS `items_atr_currencies_match` (
    `id_items_atr_currencies_match` int(11) unsigned NOT NULL AUTO_INCREMENT,
    `id_items_atr_currencies` int(11) unsigned NOT NULL DEFAULT '0',
    `id_items` int(11) unsigned NOT NULL DEFAULT '0',
    PRIMARY KEY (`id_items_atr_currencies_match`),
    UNIQUE KEY `id_items_atr_currencies_match` (`id_items_atr_currencies_match`),
    KEY `id_items_atr_currencies` (`id_items_atr_currencies`),
    KEY `id_items` (`id_items`),
    CONSTRAINT `FK_items_atr_currencies_match_items` FOREIGN KEY (`id_items`) REFERENCES `items` (`id_items`),
    CONSTRAINT `FK_items_atr_currencies_match_items_atr_currencies` FOREIGN KEY (`id_items_atr_currencies`) REFERENCES `items_atr_currencies` (`id_items_atr_currencies`)
) ENGINE=InnoDB DEFAULT CHARSET=utf8;


CREATE TABLE IF NOT EXISTS `items_atr_currencies_translations` (
    `id_items_atr_currencies_translations` int(11) unsigned NOT NULL AUTO_INCREMENT,
    `id_items_atr_currencies` int(11) unsigned NOT NULL DEFAULT '0',
    `id_language_code` int(11) unsigned NOT NULL DEFAULT '0',
    `translation` varchar(255) NOT NULL DEFAULT '0',
    PRIMARY KEY (`id_items_atr_currencies_translations`),
    UNIQUE KEY `id_items_atr_currencies_translations` (`id_items_atr_currencies_translations`),
    KEY `id_items_atr_currencies` (`id_items_atr_currencies`),
    KEY `id_language_code` (`id_language_code`),
    FULLTEXT KEY `translation` (`translation`),
    CONSTRAINT `FK_items_atr_currencies_translations_items_atr_currencies` FOREIGN KEY (`id_items_atr_currencies`) REFERENCES `items_atr_currencies` (`id_items_atr_currencies`),
    CONSTRAINT `FK_items_atr_currencies_translations_languages` FOREIGN KEY (`id_language_code`) REFERENCES `languages` (`id_languages`)
) ENGINE=InnoDB DEFAULT CHARSET=utf8;


CREATE TABLE IF NOT EXISTS `items_atr_faces_values` (
    `id_items_atr_faces_values` int(11) unsigned NOT NULL AUTO_INCREMENT,
    `face_value` decimal(11,2) unsigned NOT NULL DEFAULT '0.00',
    PRIMARY KEY (`id_items_atr_faces_values`),
    KEY `face_value` (`face_value`),
    KEY `id-fv` (`id_items_atr_faces_values`,`face_value`)
) ENGINE=InnoDB DEFAULT CHARSET=utf8;


CREATE TABLE IF NOT EXISTS `items_atr_faces_values_match` (
    `id_items_atr_faces_values_match` int(11) unsigned NOT NULL AUTO_INCREMENT,
    `id_items_atr_faces_values` int(11) unsigned NOT NULL DEFAULT '0',
    `id_items` int(11) unsigned NOT NULL DEFAULT '0',
    PRIMARY KEY (`id_items_atr_faces_values_match`),
    UNIQUE KEY `id_items_atr_faces_values_match` (`id_items_atr_faces_values_match`),
    KEY `id_items_atr_faces_values` (`id_items_atr_faces_values`),
    KEY `id_items` (`id_items`),
    KEY `idItems-IdFaceValue` (`id_items`,`id_items_atr_faces_values`),
    CONSTRAINT `FK_items_atr_faces_values_match_items` FOREIGN KEY (`id_items`) REFERENCES `items` (`id_items`),
    CONSTRAINT `FK_items_atr_faces_values_match_items_atr_faces_values` FOREIGN KEY (`id_items_atr_faces_values`) REFERENCES `items_atr_faces_values` (`id_items_atr_faces_values`)
) ENGINE=InnoDB DEFAULT CHARSET=utf8;


CREATE TABLE IF NOT EXISTS `items_atr_issues_on` (
    `id_items_atr_issues_on` int(11) unsigned NOT NULL AUTO_INCREMENT,
    `issues_on` varchar(6) NOT NULL DEFAULT '0',
    PRIMARY KEY (`id_items_atr_issues_on`),
    UNIQUE KEY `id_items_atr_issues_on` (`id_items_atr_issues_on`),
    FULLTEXT KEY `issues_on` (`issues_on`)
) ENGINE=InnoDB DEFAULT CHARSET=utf8;


CREATE TABLE IF NOT EXISTS `items_atr_issues_on_match` (
    `id_items_atr_issues_on_match` int(11) unsigned NOT NULL AUTO_INCREMENT,
    `id_items_atr_issues_on` int(11) unsigned NOT NULL,
    `id_items` int(11) unsigned NOT NULL,
    PRIMARY KEY (`id_items_atr_issues_on_match`),
    UNIQUE KEY `id_items_atr_issues_on_match` (`id_items_atr_issues_on_match`),
    KEY `id_items_atr_issues_on` (`id_items_atr_issues_on`),
    KEY `id_items` (`id_items`),
    CONSTRAINT `FK_items_atr_issues_on_match_items` FOREIGN KEY (`id_items`) REFERENCES `items` (`id_items`),
    CONSTRAINT `FK_items_atr_issues_on_match_items_atr_issues_on` FOREIGN KEY (`id_items_atr_issues_on`) REFERENCES `items_atr_issues_on` (`id_items_atr_issues_on`)
) ENGINE=InnoDB DEFAULT CHARSET=utf8;


CREATE TABLE IF NOT EXISTS `items_atr_last_issues` (
    `id_items_atr_last_issues` int(11) unsigned NOT NULL AUTO_INCREMENT,
    `last_issues` varchar(6) NOT NULL DEFAULT '0',
    PRIMARY KEY (`id_items_atr_last_issues`),
    UNIQUE KEY `id_items_atr_last_issues` (`id_items_atr_last_issues`),
    FULLTEXT KEY `last_issues` (`last_issues`)
) ENGINE=InnoDB DEFAULT CHARSET=utf8;


CREATE TABLE IF NOT EXISTS `items_atr_last_issues_match` (
    `id_items_atr_last_issues_match` int(11) unsigned NOT NULL AUTO_INCREMENT,
    `id_items_atr_last_issues` int(11) unsigned NOT NULL DEFAULT '0',
    `id_items` int(11) unsigned NOT NULL DEFAULT '0',
    PRIMARY KEY (`id_items_atr_last_issues_match`),
    UNIQUE KEY `id_items_atr_last_issues_match` (`id_items_atr_last_issues_match`),
    KEY `id_items_atr_last_issues` (`id_items_atr_last_issues`),
    KEY `id_items` (`id_items`),
    CONSTRAINT `FK_items_atr_last_issues_match_items` FOREIGN KEY (`id_items`) REFERENCES `items` (`id_items`),
    CONSTRAINT `FK_items_atr_last_issues_match_items_atr_last_issues` FOREIGN KEY (`id_items_atr_last_issues`) REFERENCES `items_atr_last_issues` (`id_items_atr_last_issues`)
) ENGINE=InnoDB DEFAULT CHARSET=utf8;


CREATE TABLE IF NOT EXISTS `items_atr_names` (
    `id_items_atr_names` int(11) unsigned NOT NULL AUTO_INCREMENT,
    PRIMARY KEY (`id_items_atr_names`),
    UNIQUE KEY `id_items_atr_names` (`id_items_atr_names`)
) ENGINE=InnoDB DEFAULT CHARSET=utf8;


CREATE TABLE IF NOT EXISTS `items_atr_names_match` (
    `id_items_atr_names_match` int(11) unsigned NOT NULL AUTO_INCREMENT,
    `id_items_atr_names` int(11) unsigned NOT NULL DEFAULT '0',
    `id_items` int(11) unsigned NOT NULL DEFAULT '0',
    PRIMARY KEY (`id_items_atr_names_match`),
    UNIQUE KEY `id_items_atr_names_match` (`id_items_atr_names_match`),
    KEY `id_items_atr_names` (`id_items_atr_names`),
    KEY `id_items` (`id_items`),
    CONSTRAINT `FK_items_atr_names_match_items` FOREIGN KEY (`id_items`) REFERENCES `items` (`id_items`),
    CONSTRAINT `FK_items_atr_names_match_items_atr_names` FOREIGN KEY (`id_items_atr_names`) REFERENCES `items_atr_names` (`id_items_atr_names`)
) ENGINE=InnoDB DEFAULT CHARSET=utf8;


CREATE TABLE IF NOT EXISTS `items_atr_names_translations` (
    `id_items_atr_names_translations` int(11) unsigned NOT NULL AUTO_INCREMENT,
    `id_items_atr_names` int(11) unsigned NOT NULL DEFAULT '0',
    `id_language_code` int(11) unsigned NOT NULL DEFAULT '0',
    `translation` varchar(250) NOT NULL DEFAULT '0',
    PRIMARY KEY (`id_items_atr_names_translations`),
    UNIQUE KEY `id_items_atr_names_translations` (`id_items_atr_names_translations`),
    KEY `id_language_code` (`id_language_code`),
    KEY `id_items_atr_names` (`id_items_atr_names`),
    KEY `translation_indx` (`translation`),
    FULLTEXT KEY `translation` (`translation`),
    CONSTRAINT `FK_items_atr_names_translations_items_atr_names` FOREIGN KEY (`id_items_atr_names`) REFERENCES `items_atr_names` (`id_items_atr_names`),
    CONSTRAINT `FK_items_atr_names_translations_languages` FOREIGN KEY (`id_language_code`) REFERENCES `languages` (`id_languages`)
) ENGINE=InnoDB DEFAULT CHARSET=utf8;


CREATE TABLE IF NOT EXISTS `languages` (
    `id_languages` int(11) unsigned NOT NULL,
    `language_code` char(2) NOT NULL,
    PRIMARY KEY (`id_languages`),
    UNIQUE KEY `language_code` (`language_code`),
    KEY `id-language_code` (`id_languages`,`language_code`),
    KEY `language-code` (`language_code`)
) ENGINE=InnoDB DEFAULT CHARSET=utf8;


CREATE TABLE IF NOT EXISTS `languages_translations` (
    `id_languages_translations` int(11) unsigned NOT NULL,
    `id_languages` int(11) unsigned NOT NULL,
    `id_language_code` int(11) unsigned NOT NULL,
    `translation` varchar(255) NOT NULL,
    PRIMARY KEY (`id_languages_translations`),
    UNIQUE KEY `id_languages_translations` (`id_languages_translations`),
    KEY `id_languages` (`id_languages`),
    KEY `language_code` (`id_language_code`),
    FULLTEXT KEY `translation` (`translation`),
    CONSTRAINT `FK_languages_translations_languages` FOREIGN KEY (`id_languages`) REFERENCES `languages` (`id_languages`),
    CONSTRAINT `FK_languages_translations_languages_2` FOREIGN KEY (`id_language_code`) REFERENCES `languages` (`id_languages`)
) ENGINE=InnoDB DEFAULT CHARSET=utf8;


CREATE TABLE IF NOT EXISTS `users_coins_for_sale` (
    `id_users_coins_for_sale` int(11) unsigned NOT NULL AUTO_INCREMENT,
    `id_items` int(11) unsigned NOT NULL,
    `id_users` int(11) unsigned NOT NULL,
    `units` int(5) unsigned NOT NULL,
    `year` varchar(5) NOT NULL,
    `grade` enum('good','very_good','fine','very_fine','extra_fine','about_uncirculated','uncirculated','brilliant_uncirculated','proof') NOT NULL,
    `price` decimal(8,2) unsigned NOT NULL,
    `picture` varchar(500) DEFAULT NULL,
    `comment` varchar(500) DEFAULT NULL,
    `date` datetime NOT NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP,
    PRIMARY KEY (`id_users_coins_for_sale`),
    UNIQUE KEY `id_users_coins_for_sale_unique` (`id_users_coins_for_sale`),
    KEY `id_items` (`id_items`),
    KEY `id_users` (`id_users`),
    KEY `year` (`year`),
    KEY `grade` (`grade`),
    KEY `id_users_coins_for_sale` (`id_users_coins_for_sale`),
    KEY `idItems-idUsers` (`id_items`,`id_users`),
    CONSTRAINT `FK_users_coins_for_sale_items` FOREIGN KEY (`id_items`) REFERENCES `items` (`id_items`),
    CONSTRAINT `FK_users_coins_for_sale_users` FOREIGN KEY (`id_users`) REFERENCES `users` (`id_users`)
) ENGINE=InnoDB DEFAULT CHARSET=utf8;

以下是查询的说明：

在解释中我有时会看到索引被使用但有时没有，我想知道如果我正确地创建索引或者我缺少任何索引，我可以做些什么来提高这个查询的性能。 / p>

项目表有90k条目，但我认为它不够大，需要1.7秒......

我一直在关注此链接以了解最佳做法：https://stackoverflow.com/a/3049329

您对如何提高性能有任何建议吗？

提前致谢

Answer 1

如果JOINs不是1：1，SUM()可能会被夸大。检查值！
当GROUP BY和ORDER BY不同时，没有索引可以帮助避免在LIMIT之前收集暂定结果集。否则，某些索引可能会一直到达LIMIT，从而避免完全扫描。
PRIMARY KEY是UNIQUE KEY，因此后者是多余的; DROP它。（我在表格的所有（？）中看到了这种模式。）
This讨论了许多的最佳索引：许多映射表。
这闻起来像一个＆＃34;键值＆＃34;或＆＃34; EAV＆＃34;架构很糟糕。
有时候这是更好的改变

此

GROUP_CONCAT(DISTINCT ... )
...
LEFT JOIN ...

到

( SELECT GROUP_CONCAT( ... ) FROM ... )

上述建议在派生查询中尤为重要，因为它可能是最慢的部分。建议你拉出子查询并计算时间并优化它。请注意，它可能会扫描大量行，但不会超过20个。然后，假设您至少拥有最小索引，那么这20个应该不会对其余查询造成太大负担。
唉，这只有一半有用 - 它可能会摆脱GROUP BY，但它无法摆脱全扫描。这是因为ORDER BY取决于计算值（names）。不过，它应该摆脱＆＃34; inflate-deflate＆＃34;由JOINs + GROUP BY引起。
摆脱表languages。它所做的只是将类似'en'的2字节language_like映射到4字节INT。这是浪费（1）空间，（2）JOINs。

很抱歉，但这个建议清单可能不完整。请尽你所能改进，然后再回来寻求更多帮助。

查询的正确索引

1 个答案: