Or perhaps put another way: How can I find which record in a table has the least null or blank fields?
Without having to count every single field individually that is - the table has 161 fields.
This can be done by constructing a dynamic query like:
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;
This can be easily done by forming a new dynamic query using INFORMATION_SCHEMA.COLUMNS
and then executing dynamic sql query
. Also you might need to increase the maximum length of output from GROUP_CONCAT
function by setting session level variable group_concat_max_len
to higher value.
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;
DISCLAIMER: I got the question wrong, thought the OP was looking for the column of a table with the most NULLs. Nonetheless, maybe it's useful for anyone.
Create a procedure like this:
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 ;
Then call it with the table name you want to examine:
CALL test_most_pop_field('yourTableName');
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