Chi*_*ron 2 algorithm analytics jvm clojure
我正在做一些数据分析聚合,这是我的数据结构:
{
12300 {
views {
page-1 {
link-2 40
link-6 9
}
page-7 {
link-3 9
link-11 8
}
}
buttons {
page-1 {
link-22 2
}
}
}
34000 ....
}
Run Code Online (Sandbox Code Playgroud)
其中12300,34000是时间值.
我想要做的是遍历该数据结构并将条目插入数据库,如下所示:
insert into views (page, link, hits, time) values (page-1, link-2, 40, 12300)
insert into views (page, link, hits, time) values (page-1, link-6, 9, 12300)
Run Code Online (Sandbox Code Playgroud)
编码的惯用方法是什么?我是否使数据结构复杂化?你建议任何更好的方法来收集数据吗?
假设你有一个来自clojure.java.jdbc的jdbc连接,这应该接近你想要的.
(jdbc/do-prepared "INSERT INTO views (page, link, hits, time) VALUES (?, ?, ?, ?)"
(for [[time data] m
[data-type page-data] data
[page links] page-data
[link hits] links]
[page link hits time]))
;; why aren't we using data-type, eg buttons?
Run Code Online (Sandbox Code Playgroud)
(let [m '{12300 {views {page-1 {link-2 40
link-6 9}
page-7 {link-3 9
link-11 8}}
buttons {page-1 {link-22 2}}}
34000 {views {page-2 {link-2 5}}}}]
(doseq [[table rows] (group-by :table (for [[time table] m
[table-name page-data] table
[page links] page-data
[link hits] links]
{:table table-name, :row [page link hits time]}))]
(jdbc/do-prepared (format "INSERT INTO %s (page, link, hits, time) VALUES (?, ?, ?, ?)" table)
(map :row rows))))
Run Code Online (Sandbox Code Playgroud)