按时间间隔对事件进行分组和计数,再加上运行总计 [英] Group and count events per time intervals, plus running total
问题描述
我是一个相当新的Postgres用户,我敢肯定已经对此有一个答案,但我找不到它.
我需要分析活动日志表中的一些数据,并将结果按时间段分组.
I'm a fairly new Postgres user, I'm sure there's an answer to this already but I can't find it.
I need to analyze some data in an activity log table, grouping the the results by time period.
问题的一个简单版本是一个包含三个字段的表:
A simple version of the problem would be a table with three fields:
Column | Type | Modifiers
--------------+--------------------------+-------------------------------------
period_start | timestamp with time zone | not null
user_id | text | not null
action | text | not null
我要捕获的操作字符串可能是'create_entry'(是的,我知道这很不错,但数据库设计却很糟糕)
The action string I want to capture could be 'create_entry' (yes, I know that sucks as good db design but I'm stuck with it)
我正在寻找的输出是一个报告,该报告按年份和月份显示了"create_entry"操作的计数.像这样:
The output I'm looking for is a report showing count of 'create_entry' actions by year and month. Something like:
Year | Month | Entries
------+-------+----------
2013 | 12 | 14345
2014 | 1 | 9876
2014 | 2 | 10234
我的本能是通过子查询来攻击它,但是环顾四周似乎暗示着循环可能是解决之道.
My instinct is to attack this with sub-queries but looking around there seems to be a suggestion that loops might be the way to go.
无论哪种方式,我都无法进入正确的方向.
Either way, I'm out of my depth and looking for a push in the right direction.
编辑
基于我在键入此请求时出现的一个请求的补充问题.上面的一个变体将显示每月的累计总和(尽管我想我可以根据我自己找出这一点关于上面的方法-我只是添加这个,以防它与方法有关.
A supplementary question based on a request that came in while I was typing this.. A variation on the above that would show a cumulative total month by month (although I'd like to think I could figure that out by myself based on the approach to the above - I'm just adding this in case it's relevant to the approach).
推荐答案
如果我理解正确,那么对于action
为create_entry
的每一行,您只想GROUP BY
表中的年月. :
If I understand correctly, you just want to GROUP BY
the years and months in your table, for every row that has an action
of create_entry
:
SELECT
DATE_PART('YEAR', period_start) as Year,
DATE_PART('MONTH', period_start) as Month,
COUNT(*) as Entries
FROM activity_log
WHERE action = 'create_entry'
GROUP BY Year, Month;
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