SQL 服务器更新查询极慢

Question

I want to a simple update statement on a table with c.200m records. However, it seems to be taking ages.

UPDATE a
SET hybrid_trade_flag = CASE WHEN b.trade_id IS NOT NULL THEN 'Y' ELSE 'N' END
FROM [tbl_master_trades] a
LEFT JOIN [tbl_hybrid_trades_subset] b
    ON a.trade_id = b.trade_id

The 1st table tbl_master_trades has c.200m records and has an index created on trade_id and another column (together). The 2nd table tbl_hybrid_trades_subset has around 200k. This query ran for over 40 mins before I had to cancel it (cancellation itself took around 30 min).

I thought maybe converting the 2nd table into a temp table and splitting the statement would help, so converted it into the following:

UPDATE a
SET hybrid_trade_flag = 'Y'
FROM [tbl_master_trades] a
INNER JOIN #tmp_hybrid_trades b
    ON a.trade_id = b.trade_id

UPDATE a
SET hybrid_trade_flag = 'N'
FROM [tbl_master_trades] a
WHERE hybrid_trade_flag IS NULL

Even above two queries took 30 min to run. I need to run several such updates (c.80) on the 1st table, so I'm not sure if this is viable as it would take days? Can someone please advise on if/how I can speed this up?

Answer 1

I would start by rewriting the query to use exists :

update t
set hybrid_trade_flag = case 
    when exists(select 1 from tbl_hybrid_trades_subset ts where ts.trade_id = t.trade_id)
    then 'Y'
    else 'N'
end
from tbl_master_trades t

Then, I would recommend an index on tbl_hybrid_trades_subset(trade_id) so the subquery can execute quickly.

An index on tbl_master_trades(trade_id) might also help (without any other column in the index), but the index on the table that the subquery addresses seems more important.

That said, 200M rows is still a large number of rows to proceed, so the query will probably take quite a lot of time anyway.

Answer 2

You're running into 2 problems

• you're checking the existence of c.200m values in another table
• you're updating c.200m values in the base table

To work around this you can

• add the appropriate index to the lookup table
• avoid updating where not strictly needed

The index in question would be

CREATE INDEX idx_trade_id ON tbl_hybrid_trades_subset (trade_id)

To limit the amount of updates use this:

UPDATE a
   SET hybrid_trade_flag = CASE WHEN b.trade_id IS NOT NULL THEN 'Y' ELSE 'N' END
  FROM [tbl_master_trades] a
  LEFT OUTER JOIN [tbl_hybrid_trades_subset] b
               ON b.trade_id = a.trade_id
 WHERE hybrid_trade_flag != CASE WHEN b.trade_id IS NOT NULL THEN 'Y' ELSE 'N' END

The first time might still take a while but subsequent updates should be quite a bit faster.