mysql补上连续日期缺失的天数并把当天数据记为0
时间: 2024-01-21 13:18:04 浏览: 62
mysql 统计一天24小时数据默认补0SQL
可以通过生成一个连续日期序列,然后使用左连接(LEFT JOIN)把日期序列和原始表格连接起来,再使用 IFNULL 函数把空值替换成 0,最后使用 UPDATE 语句更新原始表格。以下是具体的 SQL 代码:
假设原始表格名称为 `my_table`,日期字段名称为 `date_field`,数据字段名称为 `data_field`。
1. 生成连续日期序列
首先,我们需要生成一个连续日期序列。可以使用以下 SQL 语句:
```
SELECT date_sequence.date
FROM (
SELECT DATE_SUB(
DATE(NOW()), INTERVAL n DAY) AS date
FROM (
SELECT a.N + b.N * 10 + 1 AS n
FROM (
SELECT 0 AS N
UNION SELECT 1
UNION SELECT 2
UNION SELECT 3
UNION SELECT 4
UNION SELECT 5
UNION SELECT 6
UNION SELECT 7
UNION SELECT 8
UNION SELECT 9
) AS a
CROSS JOIN (
SELECT 0 AS N
UNION SELECT 1
UNION SELECT 2
UNION SELECT 3
UNION SELECT 4
UNION SELECT 5
UNION SELECT 6
UNION SELECT 7
UNION SELECT 8
UNION SELECT 9
) AS b
) AS numbers
WHERE DATE_SUB(DATE(NOW()), INTERVAL n DAY) >= '2021-01-01'
) AS date_sequence
```
这个 SQL 语句可以生成从当前日期往前数 365 天的连续日期序列。如果需要生成更长的日期序列,可以调整 `WHERE` 子句中的日期范围。
2. 连接原始表格和日期序列
接下来,我们使用左连接把原始表格和日期序列连接起来:
```
SELECT date_sequence.date, my_table.data_field
FROM (
SELECT date_sequence.date
FROM (
SELECT DATE_SUB(
DATE(NOW()), INTERVAL n DAY) AS date
FROM (
SELECT a.N + b.N * 10 + 1 AS n
FROM (
SELECT 0 AS N
UNION SELECT 1
UNION SELECT 2
UNION SELECT 3
UNION SELECT 4
UNION SELECT 5
UNION SELECT 6
UNION SELECT 7
UNION SELECT 8
UNION SELECT 9
) AS a
CROSS JOIN (
SELECT 0 AS N
UNION SELECT 1
UNION SELECT 2
UNION SELECT 3
UNION SELECT 4
UNION SELECT 5
UNION SELECT 6
UNION SELECT 7
UNION SELECT 8
UNION SELECT 9
) AS b
) AS numbers
WHERE DATE_SUB(DATE(NOW()), INTERVAL n DAY) >= '2021-01-01'
) AS date_sequence
LEFT JOIN my_table ON date_sequence.date = my_table.date_field
)
```
这个 SQL 语句会生成一个包含日期序列和原始表格数据的临时表格。
3. 替换空值为 0
现在,我们可以使用 `IFNULL` 函数把空值替换成 0:
```
SELECT date_sequence.date, IFNULL(my_table.data_field, 0) AS data_field
FROM (
SELECT date_sequence.date
FROM (
SELECT DATE_SUB(
DATE(NOW()), INTERVAL n DAY) AS date
FROM (
SELECT a.N + b.N * 10 + 1 AS n
FROM (
SELECT 0 AS N
UNION SELECT 1
UNION SELECT 2
UNION SELECT 3
UNION SELECT 4
UNION SELECT 5
UNION SELECT 6
UNION SELECT 7
UNION SELECT 8
UNION SELECT 9
) AS a
CROSS JOIN (
SELECT 0 AS N
UNION SELECT 1
UNION SELECT 2
UNION SELECT 3
UNION SELECT 4
UNION SELECT 5
UNION SELECT 6
UNION SELECT 7
UNION SELECT 8
UNION SELECT 9
) AS b
) AS numbers
WHERE DATE_SUB(DATE(NOW()), INTERVAL n DAY) >= '2021-01-01'
) AS date_sequence
LEFT JOIN my_table ON date_sequence.date = my_table.date_field
) AS temp_table
```
这个 SQL 语句会生成一个包含日期序列和数据字段的临时表格,其中缺失的日期对应的数据字段值会被替换成 0。
4. 更新原始表格
最后,我们使用 `UPDATE` 语句更新原始表格:
```
UPDATE my_table
INNER JOIN (
SELECT date_sequence.date, IFNULL(my_table.data_field, 0) AS data_field
FROM (
SELECT date_sequence.date
FROM (
SELECT DATE_SUB(
DATE(NOW()), INTERVAL n DAY) AS date
FROM (
SELECT a.N + b.N * 10 + 1 AS n
FROM (
SELECT 0 AS N
UNION SELECT 1
UNION SELECT 2
UNION SELECT 3
UNION SELECT 4
UNION SELECT 5
UNION SELECT 6
UNION SELECT 7
UNION SELECT 8
UNION SELECT 9
) AS a
CROSS JOIN (
SELECT 0 AS N
UNION SELECT 1
UNION SELECT 2
UNION SELECT 3
UNION SELECT 4
UNION SELECT 5
UNION SELECT 6
UNION SELECT 7
UNION SELECT 8
UNION SELECT 9
) AS b
) AS numbers
WHERE DATE_SUB(DATE(NOW()), INTERVAL n DAY) >= '2021-01-01'
) AS date_sequence
LEFT JOIN my_table ON date_sequence.date = my_table.date_field
) AS temp_table
) AS new_data
ON my_table.date_field = new_data.date
SET my_table.data_field = new_data.data_field;
```
这个 SQL 语句会使用临时表格中的数据更新原始表格中的数据。注意,这个 SQL 语句只会更新日期序列中存在的日期对应的数据字段,日期序列中缺失的日期对应的数据字段值不会被更新。如果需要更新所有日期对应的数据字段值,可以在第三步中使用 `COALESCE` 函数把空值替换成 0。
阅读全文