LoginSignup
0
1

More than 5 years have passed since last update.

[python] Group data by key (groupby)

Posted at

groupby() の操作は Unixuniq フィルターと似ています。
key 関数の値が変わるたびに休止または 新しいグループを生成します (このために通常 同じ key 関数でソートしておく必要があるのです)。
この動作は SQL の入力順に関係なく共通の要素を集約する GROUP BY とは違います

# -*- coding:utf-8 -*-
from itertools import groupby
from operator import itemgetter

data = [("a", 1), ("b", 1), ("a", 2), ("b", 2), ("c", 1)]
print("data: %s" % data)

# データをソートしておく
data_sorted = sorted(data, key=itemgetter(0))
print("sorted data: %s" % data_sorted)

groups = []
groups_key_merged = []
for unique_key, group in groupby(data_sorted, key=itemgetter(0)):
    groups.append(list(group))   # Store group iterator as a list

print("grouped data: %s" % groups)
data: [('a', 1), ('b', 1), ('a', 2), ('b', 2), ('c', 1)]
sorted data: [('a', 1), ('a', 2), ('b', 1), ('b', 2), ('c', 1)]
grouped data: [[('a', 1), ('a', 2)], [('b', 1), ('b', 2)], [('c', 1)]]

参考

https://docs.python.jp/3/library/itertools.html#itertools.groupby
https://qiita.com/tag1216/items/9aecc6816371ee35215e

0
1
0

Register as a new user and use Qiita more conveniently

  1. You get articles that match your needs
  2. You can efficiently read back useful information
  3. You can use dark theme
What you can do with signing up
0
1