Оптимизация базы данных MySql для больших запросов

Question

Я создаю большую базу данных. одна из моих таблиц имеет 300 тыс. записей, а другая - 5 миллионов записей. В настоящее время у меня есть все внешние ключи и столбцы с именем «ph.trigger_on», индексированные.

Мой вопрос в том, как я могу оптимизировать таблицу/запрос для получения более быстрых результатов? Я попытался создать представление с этим кодом, а затем из этого представления я могу получить всю информацию, которая мне нужна, когда я делаю запрос к этому представлению.

По запросу все еще медленно, и у меня возникают трудности с пониманием результатов, которые показывает EXPLAIN. Это мой текущий запрос

EXPLAIN SELECT 
ac.account_name AS accountName, 
tm.name AS teamName, 
cp.name AS campaignName, 
cc.call_code_name AS callCode, 
rc.result_code_name AS resultCode, 
zn.name AS zoneName, 
ind.name AS industry, 
(su.first_name + su.middle_name + su.last_name) AS owner_name, 
su.login_user AS ownerLoginUser, 
(su1.first_name + su1.middle_name + su1.last_name) AS firstAttemptBy, 
(su2.first_name + su2.middle_name + su2.last_name) AS lastAttemptBy, 
(su3.first_name + su3.middle_name + su.last_name) AS modifiedBy, 
ci.name AS clientName, 
ph.trigger_on AS triggerOn, 
ph.created_on AS createdOn, 
ph.first_attempt_on AS firstAttemptOn, 
ph.call_subject AS callSubject, 
ph.status, 
ph.last_attempt_on AS lastAttemptOn, 
ph.total_attempts AS totalAttempts, 
ph.call_direction AS callDirection, 
ph.call_notes AS callNotes, 
ph.call_duration AS callDuration, 
ph.modified_on AS modifiedOn 

FROM phone_calls AS ph 
INNER JOIN accounts AS ac ON ph.account_id = ac.account_id 
INNER JOIN clients AS ci ON ac.client_id = ci.client_id 
INNER JOIN industries AS ind ON ac.industry_id = ind.industry_id 
INNER JOIN call_codes AS cc ON ph.call_code_id = cc.call_code_id 
INNER JOIN time_zones AS zn ON ph.time_zone_id = zn.time_zone_id 
INNER JOIN users AS su ON ph.owner_id = su.user_id 

LEFT JOIN teams AS tm ON ph.team_id = tm.team_id 
LEFT JOIN result_codes AS rc ON ph.result_code_id = rc.result_code_id 
LEFT JOIN campaigns AS cp ON ph.campaign_id = cp.campaign_id 
LEFT JOIN users AS su1 ON ph.first_attempt_by = su1.user_id 
LEFT JOIN users AS su2 ON ph.last_attempt_by = su2.user_id 
LEFT JOIN users AS su3 ON ph.modified_by = su3.user_id 
WHERE ph.trigger_on < now() 
LIMIT 1000 

это мой выходной ток.

id select_type table type possible_keys key key_len ref rows Extra 
1 SIMPLE ci ALL PRIMARY    1 
1 SIMPLE zn ALL PRIMARY    1 Using join buffer (Block Nested Loop) 
1 SIMPLE su ALL PRIMARY    1 Using join buffer (Block Nested Loop) 
1 SIMPLE ac ref PRIMARY,client_id,industry_id client_id 4 rdi_cms.ci.client_id 95917 
1 SIMPLE ind eq_ref PRIMARY PRIMARY 4 rdi_cms.ac.industry_id 1 
1 SIMPLE ph ref owner_id,call_code_id,account_id,time_zone_id,trigger_on account_id 4 rdi_cms.ac.account_id 11 Using where 
1 SIMPLE tm ALL PRIMARY    1 Using where; Using join buffer (Block Nested Loop) 
1 SIMPLE rc eq_ref PRIMARY PRIMARY 4 rdi_cms.ph.result_code_id 1 
1 SIMPLE cc eq_ref PRIMARY PRIMARY 4 rdi_cms.ph.call_code_id 1 
1 SIMPLE cp ALL PRIMARY    1 Using where; Using join buffer (Block Nested Loop) 
1 SIMPLE su1 ALL PRIMARY    1 Using where; Using join buffer (Block Nested Loop) 
1 SIMPLE su2 ALL PRIMARY    1 Using where; Using join buffer (Block Nested Loop) 
1 SIMPLE su3 ALL PRIMARY    1 Using where; Using join buffer (Block Nested Loop) 

Что я могу сделать, чтобы улучшить свои таблицы или мой запрос.

Answer 1

это может сделать разницу, если вы толкаете объединение в подзапрос в SELECT, часть вашего запроса, как это:

SELECT 
ac.account_name AS accountName, 
tm.name AS teamName, 
cp.name AS campaignName, 
cc.call_code_name AS callCode, 
rc.result_code_name AS resultCode, 
(SELECT zn.name FROM time_zones AS zn WHERE ph.time_zone_id = zn.time_zone_id) AS zoneName, 
(SELECT ind.name FROM industries AS ind WHERE ac.industry_id = ind.industry_id) AS industry, 
(SELECT su.first_name + su.middle_name + su.last_name users AS su WHERE ph.owner_id = su.user_id) AS owner_name, 
su.login_user AS ownerLoginUser, 
(su1.first_name + su1.middle_name + su1.last_name) AS firstAttemptBy, 
(su2.first_name + su2.middle_name + su2.last_name) AS lastAttemptBy, 
(su3.first_name + su3.middle_name + su.last_name) AS modifiedBy, 
ci.name AS clientName, 
ph.trigger_on AS triggerOn, 
ph.created_on AS createdOn, 
ph.first_attempt_on AS firstAttemptOn, 
ph.call_subject AS callSubject, 
ph.status, 
ph.last_attempt_on AS lastAttemptOn, 
ph.total_attempts AS totalAttempts, 
ph.call_direction AS callDirection, 
ph.call_notes AS callNotes, 
ph.call_duration AS callDuration, 
ph.modified_on AS modifiedOn 

FROM phone_calls AS ph 
INNER JOIN accounts AS ac ON ph.account_id = ac.account_id 
INNER JOIN clients AS ci ON ac.client_id = ci.client_id 
INNER JOIN call_codes AS cc ON ph.call_code_id = cc.call_code_id 
INNER JOIN time_zones AS zn ON ph.time_zone_id = zn.time_zone_id 

LEFT JOIN teams AS tm ON ph.team_id = tm.team_id 
LEFT JOIN result_codes AS rc ON ph.result_code_id = rc.result_code_id 
LEFT JOIN campaigns AS cp ON ph.campaign_id = cp.campaign_id 
LEFT JOIN users AS su1 ON ph.first_attempt_by = su1.user_id 
LEFT JOIN users AS su2 ON ph.last_attempt_by = su2.user_id 
LEFT JOIN users AS su3 ON ph.modified_by = su3.user_id 
WHERE ph.trigger_on < now() 
LIMIT 1000 

здесь я толкнул 3 присоединяется к селектам части.