大小写与空格

SQL 中的探索性数据分析

Christina Maimone

Data Scientist

转换大小写

SELECT lower('aBc DeFg 7-');

abc defg 7-

SELECT upper('aBc DeFg 7-');

ABC DEFG 7-

不区分大小写的比较

SELECT * 
  FROM fruit;

 customer | fav_fruit 
----------+-----------
      349 | apple            <- #1
      874 | Apple            <- #2
      703 |  apple           <- #3
      667 | bannana
      622 |  banana
      387 | BANANA
      300 | APPLES           <- #4
      313 | apple            <- #5
      499 | banana
      418 | apple            <- #6
      841 | BANANA
      300 | APPLE            <- #7
      754 | apple            <- #8 
(13 rows)

SELECT * 
  FROM fruit
 WHERE lower(fav_fruit)='apple';

 customer | fav_fruit 
----------+-----------
      349 | apple
      874 | Apple
      313 | apple
      418 | apple
      300 | APPLE
(5 rows)

不区分大小写的搜索

-- 使用 LIKE

SELECT * 
  FROM fruit
 -- 值中包含 "apple"
 WHERE fav_fruit LIKE '%apple%';

 customer | fav_fruit 
----------+-----------
      349 | apple
      703 |  apple
      313 | apple
      418 | apple
      754 | apple  
(5 rows)

-- 使用 ILIKE

SELECT * 
  FROM fruit
 -- ILIKE 表示不区分大小写
 WHERE fav_fruit ILIKE '%apple%';

 customer | fav_fruit 
----------+-----------
      349 | apple
      874 | Apple
      703 |  apple
      300 | APPLES
      313 | apple
      418 | apple
      300 | APPLE
      754 | apple  
(8 rows)

注意！

SELECT fruit 
  FROM fruit2;

   fruit 
------------
 apple
 banana
 pineapple
 grapefruit
 grapes

SELECT fruit 
  FROM fruit2
 WHERE fruit LIKE '%apple%';

   fruit 
------------
 apple
 pineapple

去除空格

SELECT trim(' abc ');

trim 或 btrim：两端
- trim(' abc ') = 'abc'
rtrim：右端
- rtrim(' abc ') = ' abc'
ltrim：左端
- ltrim(' abc ') = 'abc '

去除其他字符

SELECT trim('Wow!', '!');

Wow

SELECT trim('Wow!', '!wW');

组合函数

SELECT trim(lower('Wow!'), '!w');

整理凌乱文本！

SQL 中的探索性数据分析