How to Pivot Rows into Columns in MySQL?

Detailed explanation of MySQL data table row and column conversion

Introduction

Converting data in a data table in which rows represent observed values ​​and columns represent attributes into a table in which the observed values ​​become columns is a very useful data manipulation technique. This article will walk you through how to implement this conversion in MySQL.

Step 1: Select the target column

Identify the columns that will be the y values ​​(result table rows) and x values ​​(result table columns) in the target pivot table. In this example, "hostid" will be the y value and "itemname" will be the x value.

Step 2: Extend the base table to add additional columns

For each x value, add a new column to the underlying table. Use a CASE expression to populate these columns with the corresponding itemvalue based on itemname.

Step 3: Group and aggregate extended table

Group the extended table by the y-value column and aggregate the x-value column using an appropriate function (such as SUM).

Step 4: Beautify (optional)

Replace any NULL values ​​in the aggregate table with a selected neutral value (e.g. 0) to create visually clearer results.

Example

Consider the following base table:

hostid	itemname	itemvalue
1	A	10
1	B	3
2	A	9
2	C	40

Create a pivot table

-- 步骤 1：选择目标列
SELECT hostid, itemname, itemvalue
FROM history;

-- 步骤 2：扩展基础表添加额外列
CREATE VIEW history_extended AS
SELECT
  history.*,
  CASE WHEN itemname = "A" THEN itemvalue END AS A,
  CASE WHEN itemname = "B" THEN itemvalue END AS B,
  CASE WHEN itemname = "C" THEN itemvalue END AS C
FROM history;

-- 步骤 3：分组和聚合扩展表
CREATE VIEW history_itemvalue_pivot AS
SELECT
  hostid,
  SUM(A) AS A,
  SUM(B) AS B,
  SUM(C) AS C
FROM history_extended
GROUP BY hostid;

-- 步骤 4：美化
CREATE VIEW history_itemvalue_pivot_pretty AS
SELECT 
  hostid, 
  COALESCE(A, 0) AS A, 
  COALESCE(B, 0) AS B, 
  COALESCE(C, 0) AS C 
FROM history_itemvalue_pivot;

-- 最终结果
SELECT *
FROM history_itemvalue_pivot_pretty;

Results

hostid	A	B	C
1	10	3	0
2	9	0	40

This example demonstrates how to efficiently reshape a table in MySQL to convert rows into columns.

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