This is my query:
SELECT TIMEDIFF(end_time,start_time) AS \"total\" FROM `metrics`;
which gives me:
116:12:10
I used the answer given by Bodgans, but I added a condition to insert a 0 before quantities less than 10.
CONCAT(
IF(FLOOR(TIMESTAMPDIFF(SECOND, startDate, endDate) / 86400) < 10, '0', ''), FLOOR(TIMESTAMPDIFF(SECOND, startDate, endDate) / 86400), ' days ',
IF(FLOOR((TIMESTAMPDIFF(SECOND, startDate, endDate) % 86400)/3600) < 10, '0', ''), FLOOR((TIMESTAMPDIFF(SECOND, startDate, endDate) % 86400)/3600), ' hours ',
IF(FLOOR((TIMESTAMPDIFF(SECOND, startDate, endDate) % 3600)/60) < 10, '0', ''), FLOOR((TIMESTAMPDIFF(SECOND, startDate, endDate) % 3600)/60), ' minutes ',
IF((TIMESTAMPDIFF(SECOND, startDate, endDate) % 60) < 10, '0', ''), (TIMESTAMPDIFF(SECOND, startDate, endDate) % 60), ' seconds'
)
In that way, we can get a result as follows
09 days 10 hours 06 minutes 30 seconds