デイリーで記事別UUランキング(昨日分)を集計している場合、その前日(一昨日)からどれだけ増減があるかは気になるところ。そこで、下記の集計をおこなうSQLを考える。
title | 昨日_uu | 昨日_pv | 一昨日_uu | 一昨日_pv | diff_uu | diff_pv |
記事A | 1000 | 1500 | 1200 | 1500 | -200 | 0 |
記事B | 200 | 300 | 200 | 250 | 0 | 50 |
記事C | 100 | 200 | 200 | 300 | -100 | -100 |
WITH yesterday AS(
SELECT
MAX(title) AS title,
COUNT(1) AS pv,
COUNT(DISTINCT user_id) AS uu,
page_id,
page_type
FROM
access_log
WHERE
--毎日自動で集計するためにTD_SCHEDULED_TIMEを使う
TD_TIME_RANGE(time,
TD_TIME_ADD(TD_SCHEDULED_TIME(),
'-1d'),
TD_SCHEDULED_TIME(),
'jst')
GROUP BY
page_id,
page_type
ORDER BY
uu DESC
),
day_before_yesterday AS(
SELECT
MAX(title) AS title,
COUNT(1) AS pv,
COUNT(DISTINCT user_id) AS uu,
page_id,
page_type
FROM
access_log
WHERE
TD_TIME_RANGE(time,
TD_TIME_ADD(TD_SCHEDULED_TIME(),
'-2d'),
TD_TIME_ADD(TD_SCHEDULED_TIME(),
'-1d'),
'jst')
GROUP BY
page_id,
page_type
ORDER BY
uu DESC
) SELECT
yesterday.title,
yesterday.uu AS yesterday_uu,
yesterday.pv AS yesterday_pv,
day_before_yesterday.uu AS day_before_yesterday_uu,
day_before_yesterday.pv AS day_before_yesterday_pv,
yesterday.uu - day_before_yesterday.uu AS diff_uu,
yesterday.pv - day_before_yesterday.pv AS diff_pv
FROM (yesterday) LEFT
JOIN (day_before_yesterday)
ON (
-- 記事を一意に識別するにはpage_typeとpage_idが必要なため下記の条件を設定
yesterday.page_type = day_before_yesterday.page_type
AND yesterday.page_id = day_before_yesterday.page_id
)
ORDER BY
yesterday.uu DESC
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