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[英]How can I find which category has the most products shipped and the net income from sales in that category?
[英]How can I find which record in a table has most fields populated?
或者換句話說:如何找到表中哪條記錄的空字段或空白字段最少?
無需單獨計算每個單獨的字段 - 該表有161個字段。
這可以通過構建動態查詢來完成,例如:
SELECT id,
(IF(col1 = NULL OR col1 = "", 1, 0) +
IF(col2 = NULL OR col3 = "", 1, 0) +
...
IF(coln = NULL OR coln = "", 1, 0)
) AS null_count
FROM table_name
ORDER BY null_count DESC
LIMIT 1;
這可以通過使用INFORMATION_SCHEMA.COLUMNS
形成新的動態查詢然后執行dynamic sql query
來輕松完成。 此外,您可能需要通過將會話級變量group_concat_max_len
設置為更高的值來增加GROUP_CONCAT
函數的最大輸出長度。
SET GLOBAL group_concat_max_len = 4294967295;
SELECT @query1 := CONCAT('SELECT id,
(',
GROUP_CONCAT(CONCAT('IF(',COLUMN_NAME,' IS NULL OR ',
COLUMN_NAME,' = "", 1, 0
)
')
SEPARATOR ' + '),
') AS null_count
FROM table_name
ORDER BY null_count DESC
LIMIT 1')
FROM INFORMATION_SCHEMA.COLUMNS
WHERE TABLE_SCHEMA = SCHEMA()
AND TABLE_NAME = 'table_name';
PREPARE stmt FROM @query1; EXECUTE stmt; DEALLOCATE PREPARE stmt;
免責聲明:我提出錯誤的問題,認為OP正在尋找具有最多NULL的表的列。 盡管如此,它可能對任何人都有用。
創建一個這樣的過程:
drop procedure if exists test_most_pop_field;
DELIMITER $$
CREATE PROCEDURE test_most_pop_field(IN tableName varchar(100))
BEGIN
DECLARE done INT DEFAULT 0;
DECLARE sql_query VARCHAR(255);
DECLARE cur CURSOR FOR
SELECT CONCAT('INSERT INTO tmp_result(columnName, numberOfEmptyRows) SELECT "', COLUMN_NAME, '" AS columnName, SUM(IF(',COLUMN_NAME,' IS NULL OR ', COLUMN_NAME,' = "", 1, 0)) AS numberEmptyRows FROM ', TABLE_NAME)
FROM INFORMATION_SCHEMA.COLUMNS
WHERE TABLE_SCHEMA = SCHEMA()
AND TABLE_NAME = tableName;
DECLARE CONTINUE HANDLER FOR SQLSTATE '02000' SET done = 1;
DROP TABLE IF EXISTS tmp_result;
CREATE TEMPORARY TABLE tmp_result(columnName varchar(100), numberOfEmptyRows int);
OPEN cur;
REPEAT
FETCH cur INTO sql_query;
IF NOT done THEN
BEGIN
SET @sql = sql_query; /*this extra step is necessary, cause otherwise it's a syntax error, don't ask me why*/
PREPARE stmt FROM @sql;
EXECUTE stmt;
DEALLOCATE PREPARE stmt;
END;
END IF;
UNTIL done END REPEAT;
CLOSE cur;
SELECT * FROM tmp_result ORDER BY numberOfEmptyRows DESC /*optionally LIMIT 1*/;
END $$
DELIMITER ;
然后使用要檢查的表名稱調用它:
CALL test_most_pop_field('yourTableName');
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