[MySQL] mysql 에서 컬럼과 로우 바꾸기,

행과 열 바꾸기

How to Transpose Rows to Columns Dynamically in MySQL

Sometimes, your data might stored in rows and you might want to report it as columns. In such cases, you will need to transpose rows into columns. Sometimes, even these rows can be variable. So you might know how many columns you need. In such cases, you need to transpose rows to columns dynamically. Since there is no built-in function to do that in MySQL, you need to accomplish it using an SQL query. Here’s an SQL query to dynamically transpose rows to columns in MySQL.

 

How to Transpose Rows to Columns Dynamically in MySQL

Here’s how to create dynamic pivot tables in MySQL. Let’s say you have the following table

CREATE TABLE Meeting
(
    ID INT,
    Meeting_id INT,
    field_key VARCHAR(100),
    field_value VARCHAR(100)
);

INSERT INTO Meeting(ID,Meeting_id,field_key,field_value)
VALUES (1, 1,'first_name' , 'Alec');
INSERT INTO Meeting(ID,Meeting_id,field_key,field_value)
VALUES (2, 1,'last_name' , 'Jones');
INSERT INTO Meeting(ID,Meeting_id,field_key,field_value)
VALUES (3, 1,'occupation' , 'engineer');
INSERT INTO Meeting(ID,Meeting_id,field_key,field_value)
VALUES (4,2,'first_name' , 'John');
INSERT INTO Meeting(ID,Meeting_id,field_key,field_value)
VALUES (5,2,'last_name' , 'Doe');
INSERT INTO Meeting(ID,Meeting_id,field_key,field_value)
VALUES (6,2,'occupation' , 'engineer');

+------+------------+------------+-------------+
| ID   | Meeting_id | field_key  | field_value |
+------+------------+------------+-------------+
|    1 |          1 | first_name | Alec        |
|    2 |          1 | last_name  | Jones       |
|    3 |          1 | occupation | engineer    |
|    4 |          2 | first_name | John        |
|    5 |          2 | last_name  | Doe         |
|    6 |          2 | occupation | engineer    |
+------+------------+------------+-------------+

Let’s say you want to transpose rows to columns dynamically, such that a new column is created for each unique value in field_key column, that is (first_name, last_name, occupation)

 [출처] https://ubiq.co/database-blog/transpose-rows-columns-dynamically-mysql/

+------------+-------------+-------------+-------------+
| Meeting_id | first_name  |  last_name  |  occupation |
+------------+-------------+-------------+-------------+
|          1 |       Alec  | Jones       | engineer    |
|          2 |       John  | Doe         | engineer    |
+------------+-------------+-------------+-------------+

 

Transpose rows to columns dynamically

If you already know which columns you would be creating beforehand, you can simply use a CASE statement to create a pivot table.

Since we don’t know which columns to be created, we will have to dynamically transpose rows to columns using GROUP_CONCAT function, as shown below

SET @sql = NULL;
SELECT
  GROUP_CONCAT(DISTINCT
    CONCAT(
      'max(case when field_key = ''',
      field_key,
      ''' then field_value end) ',
      field_key
    )
  ) INTO @sql
FROM
  Meeting;
SET @sql = CONCAT('SELECT Meeting_id, ', @sql, ' 
                  FROM Meeting 
                   GROUP BY Meeting_id');

PREPARE stmt FROM @sql;
EXECUTE stmt;
DEALLOCATE PREPARE stmt;

GROUP_CONCAT allows you to concatenate field_key values from multiple rows into a single string. In the above query, we use GROUP_CONCAT to dynamically create CASE statements, based on the unique values in field_key column and store that string in @sql variable, which is then used to create our select query.

+------------+------------+-----------+------------+
| Meeting_id | first_name | last_name | occupation |
+------------+------------+-----------+------------+
|          1 | Alec       | Jones     | engineer   |
|          2 | John       | Doe       | engineer   |
+------------+------------+-----------+------------+

This is how you can automate pivot table queries in MySQL and transpose rows to columns dynamically.

 

You can customize the above query as per your requirements by adding WHERE clause or JOINS.

 

If you want to transpose only select row values as columns, you can add WHERE clause in your 1st select GROUP_CONCAT statement.

SELECT
  GROUP_CONCAT(DISTINCT
    CONCAT(
      'max(case when field_key = ''',
      field_key,
      ''' then field_value end) ',
      field_key
    )
  ) INTO @sql
FROM
  Meeting
WHERE <condition>;

Also read: How to Unpivot Table in MySQL

경축! 아무것도 안하여 에스천사게임즈가 새로운 모습으로 재오픈 하였습니다.
어린이용이며, 설치가 필요없는 브라우저 게임입니다.
https://s1004games.com

 

If you want to filter rows in your final pivot table, you can add the WHERE clause in your SET statement.

SET @sql = CONCAT('SELECT Meeting_id, ', @sql, ' 
                  FROM Meeting WHERE <condition>
                   GROUP BY Meeting_id');

Similarly, you can also apply JOINS in your SQL query while you transpose rows to columns dynamically in MySQL.

Here’s an example of pivot table created using Ubiq.

transpose rows to columns dynamically

 

 

[출처] https://ubiq.co/database-blog/transpose-rows-columns-dynamically-mysql/

 

 

 

 

 

 

본 웹사이트는 광고를 포함하고 있습니다.
광고 클릭에서 발생하는 수익금은 모두 웹사이트 서버의 유지 및 관리, 그리고 기술 콘텐츠 향상을 위해 쓰여집니다.
번호 제목 글쓴이 날짜 조회 수
공지 오라클 기본 샘플 데이터베이스 졸리운_곰 2014.01.02 25085
공지 [SQL컨셉] 서적 "SQL컨셉"의 샘플 데이타 베이스 SAMPLE DATABASE of ORACLE 가을의 곰을... 2013.02.10 24564
공지 [G_SQL] Sample Database 가을의 곰을... 2012.05.20 25943
965 [MySQL] 관리자 root , admin 계정 추가 : MySQL 관리자 계정 추가 졸리운_곰 2021.09.26 69
» [MySQL] mysql 에서 컬럼과 로우 바꾸기, 행과 열 바꾸기 How to Transpose Rows to Columns Dynamically in MySQL file 졸리운_곰 2021.09.13 27
963 [Oracle] rollup 쿼리 , 오라클 부분합 구하기 file 졸리운_곰 2021.09.01 222
962 [MySQL] MySQL ROLLUP , summary, 부분합 구하기 file 졸리운_곰 2021.09.01 30
961 [python][tensorflow - gpu] [파이썬] 텐서플로(TensorFlow) 설치하는 방법, 딥러닝 환경 구축하기 file 졸리운_곰 2021.08.17 46
960 [tensorflow 설치] windows에서 tensorflow-gpu 1.x 버전 설치, python - 이전 버전의 Tensorflow GPU 설치 졸리운_곰 2021.08.17 20
959 [한글 처리][tensorflow] 한글 자연어처리를 위한 도구들, 자료들, 정보들을 정리해 보았습니다. 졸리운_곰 2021.08.11 84
958 카프카 설치 시 가장 중요한 설정 4가지 졸리운_곰 2021.07.13 46
957 [데이터분석][파이썬][python] Awesome Dash Awesome file 졸리운_곰 2021.07.10 49
956 [데이터분석][파이썬][python] ???? Introducing Dash ???? file 졸리운_곰 2021.07.10 111
955 [딥러닝] [텐서플로우][SSAC X AIFFEL] 작사가 인공지능 만들기 file 졸리운_곰 2021.07.10 45
954 [Kafka] Kafka 한번 살펴보자... Quickstart file 졸리운_곰 2021.06.18 27
953 Java Kafka Producer, Consumer 예제 구현 Java를 이용하여 Kafka Producer와 Kakfa Consumer를 구현해보자. file 졸리운_곰 2021.06.18 105
952 Beginner’s Guide to Understand Kafka file 졸리운_곰 2021.06.18 23
951 [Kafka] Kafka 설치/실행 및 테스트 file 졸리운_곰 2021.06.18 36
950 [java] [kafka] [Kafka] 개념 및 기본예제 file 졸리운_곰 2021.06.16 115
949 [Oracle, 오라클 dbms] [ORACLE] 오라클 테이블 & 컬럼 조회 하는 방법 졸리운_곰 2021.05.17 90
948 [dataset] (한글) 욕설 감지 데이터셋 file 졸리운_곰 2021.05.12 202
947 [java dbms][database] [컴] Apache Derby 사용하기 - 4 - in-memory DB 졸리운_곰 2021.04.15 76
946 [java dbms][database] [컴] Apache Derby 사용하기 - 3 - Apache Derby Network Server 졸리운_곰 2021.04.15 17
대표 김성준 주소 : 경기 용인 분당수지 U타워 등록번호 : 142-07-27414
통신판매업 신고 : 제2012-용인수지-0185호 출판업 신고 : 수지구청 제 123호 개인정보보호최고책임자 : 김성준 sjkim70@stechstar.com
대표전화 : 010-4589-2193 [fax] 02-6280-1294 COPYRIGHT(C) stechstar.com ALL RIGHTS RESERVED