如何優化「加入」 PostgreSQL中

Question

我有四個表從user: first_name，mongouser: email, card_status，transaction: transaction_type, balance, posted_at, is_atm, is_purchase，user_login: user_id, login_date, login_id ...

之前我加入了第四個表中提取信息 - user_login，一切都是有效的。然而，第四個JOIN使一切變得緩慢。我寫了查詢，如下圖所示

SELECT * FROM 
(SELECT 
ssluserid, 
first_name, 
m.email, 
zipcode, 
date_part('year',age(birthday)) AS birthday, 
(current_date - DATE(created_date)) AS duration, 
CASE WHEN card_status = 'ACTIVE' THEN 1 ELSE 0 END AS IS_ACTIVE, 
SUM(CASE WHEN transaction_type = 'Credit' AND balance > 1.00 THEN balance END) AS LOAD_AMT, 
SUM(CASE WHEN transaction_type = 'Debit' AND balance > 1.00 THEN balance END) AS SPEND_AMT, 
COUNT(CASE WHEN transaction_type = 'Credit' AND balance > 1.00 THEN balance END) AS LOAD_CT, 
COUNT(CASE WHEN transaction_type = 'Debit' AND balance > 1.00 THEN balance END) AS SPEND_CT, 
MIN(CASE WHEN transaction_type = 'Credit' AND balance > 1.00 THEN DATE(posted_at) END) AS FIRST_LOAD, 
MAX(CASE WHEN transaction_type = 'Credit' AND balance > 1.00 THEN DATE(posted_at) END) AS LAST_LOAD, 
MIN(CASE WHEN transaction_type = 'Debit' AND balance > 1.00 THEN DATE(posted_at) END) AS FIRST_SPEND, 
MAX(CASE WHEN transaction_type = 'Debit' AND balance > 1.00 THEN DATE(posted_at) END) AS LAST_SPEND, 
    SUM(CASE WHEN transaction_type = 'Debit' AND is_atm = 't' AND DATE(posted_at) >= CURRENT_DATE - INTERVAL '90 days' 
            THEN balance END) AS ATM_AMT, 
    SUM(CASE WHEN transaction_type = 'Debit' AND is_purchase = 't' AND DATE(posted_at) >= CURRENT_DATE - INTERVAL '90 days' 
            THEN balance END) AS POS_AMT, 
    SUM(CASE WHEN transaction_type = 'Credit' AND balance > 1.00 AND DATE(posted_at) >= CURRENT_DATE - INTERVAL '90 days' 
            THEN balance END) AS LOAD_VOL, 
    COUNT(CASE WHEN DATE(login_date) >= CURRENT_DATE - INTERVAL '90 days' THEN 
login_id END) AS CT_LOGIN 
FROM 
mongouser m 
LEFT OUTER JOIN 
user u 
ON m.userid = u.id 
LEFT OUTER JOIN transactions t 
ON u.id = t.user_id 
LEFT OUTER JOIN user_login l 
ON m.userid = l.user_id 
GROUP BY 1,2,3,4,5,6,7) t 
WHERE LAST_LOAD >= CURRENT_DATE - INTERVAL '90 days' 
ORDER BY 9 DESC; 

該查詢已經運行了近40分鐘......有沒有優化的任何方式？

Answer 1

專注於你的陳述，你知道問題出在哪裏。你之前有過這個

LEFT OUTER JOIN user u 
ON m.userid = u.id 

而你說事情「不慢」。然後你添加這個，

LEFT OUTER JOIN user_login l 
ON m.userid = l.user_id 

而你說事情變得緩慢。您很有可能在m.userid上有索引。你有l.user_id的索引嗎？

CREATE INDEX foo ON user_login (user_id);