问题描述
我有一个 clickhouse 表 events 包含 5000 万行的一年时间(可能重复)
create table events (
event LowCardinality(String),event_time DateTime64(3),uid String
) engine=ReplacingMergeTree() toYYYYMM(event_time)
primary key (event,event_time)
order by (event,event_time,uid)
当我尝试选择前 500 行时,clickhouse 会处理所有这些行 (50M)
select distinct event,event_time
from events
where event='some_event' and event_time between '2020-02-24 00:00:00.000' AND '2021-02-24 00:00:00.000'
order by(event,event_time) desc limit 500
所以它基本上按事件分组,event_time 50M 行,然后对它们应用限制。是否可以强制 clickhouse 不读取整个时间段的数据?
解决方法
CREATE TABLE events
(
`event` LowCardinality(String),`event_time` DateTime,`uid` String
)
ENGINE = ReplacingMergeTree
PARTITION BY toYYYYMM(event_time)
ORDER BY (event,event_time,uid);
INSERT INTO events SELECT
'ev',toDateTime('2020-01-01 00:00:00') + toIntervalSecond(number),randomPrintableASCII(5)
FROM numbers(30000000);
SELECT *
FROM
(
SELECT event_time
FROM events
WHERE (event = 'ev') AND ((event_time >= '2020-01-01 00:00:00') AND (event_time <= '2021-01-01 00:00:00'))
ORDER BY
event DESC,event_time DESC
LIMIT 1 BY event_time
)
LIMIT 500
.....
Elapsed: 0.008 sec. Processed 1.07 million rows