Heroku Error R14 (Memory quota exceeded): How do I solve this?

Question

I have a Rails 3.1 app on Heroku. I am seeing a lot of these errors:

Error R14 (Memory quota exceeded)

Typically the preceding log entry is showing:

Process running mem=522M(102.1%)

This does vary a little but never by much and can occur after almost any URL request, so it's not related to a specific controller action as far as I can tell.

This is a classic block of log entries:

2012-01-16T02:35:57+00:00 heroku[router]: PUT prizequiz.herokuapp.com/mobile_users/1 dyno=web.1 queue=0 wait=0ms service=55ms status=401 bytes=27 2012-01-16T02:35:58+00:00 heroku[router]: PUT prizequiz.herokuapp.com/mobile_users/1 dyno=web.1 queue=0 wait=0ms service=155ms status=200 bytes=1 2012-01-16T02:36:02+00:00 heroku[router]: PUT prizequiz.herokuapp.com/mobile_users/1 dyno=web.1 queue=0 wait=0ms service=13ms status=401 bytes=27 2012-01-16T02:36:02+00:00 heroku[router]: PUT prizequiz.herokuapp.com/mobile_users/1 dyno=web.1 queue=0 wait=0ms service=147ms status=200 bytes=1 2012-01-16T02:36:09+00:00 heroku[router]: POST prizequiz.herokuapp.com/mobile_users dyno=web.1 queue=0 wait=0ms service=87ms status=201 bytes=624 2012-01-16T02:36:11+00:00 heroku[router]: GET prizequiz.herokuapp.com/quizzes/1/questions dyno=web.1 queue=0 wait=0ms service=5ms status=401 bytes=27 2012-01-16T02:36:11+00:00 heroku[router]: GET prizequiz.herokuapp.com/quizzes/1/questions dyno=web.1 queue=0 wait=0ms service=290ms status=200 bytes=81412 2012-01-16T02:36:15+00:00 heroku[router]: PUT prizequiz.herokuapp.com/mobile_users/1 dyno=web.1 queue=0 wait=0ms service=10ms status=401 bytes=27 2012-01-16T02:36:16+00:00 heroku[router]: PUT prizequiz.herokuapp.com/mobile_users/1 dyno=web.1 queue=0 wait=0ms service=67ms status=200 bytes=1 2012-01-16T02:36:33+00:00 heroku[router]: POST prizequiz.herokuapp.com/quizzes/1/scores dyno=web.1 queue=0 wait=0ms service=10ms status=401 bytes=27 2012-01-16T02:36:33+00:00 heroku[router]: POST prizequiz.herokuapp.com/quizzes/1/scores dyno=web.1 queue=0 wait=0ms service=132ms status=201 bytes=230 2012-01-16T02:36:55+00:00 heroku[web.1]: Process running mem=522M(102.1%) 2012-01-16T02:36:55+00:00 heroku[web.1]: Error R14 (Memory quota exceeded) 2012-01-16T02:37:17+00:00 app[web.1]:  2012-01-16T02:37:17+00:00 app[web.1]:  2012-01-16T02:37:17+00:00 app[web.1]: Started POST "/quizzes/1/scores" for 177.53.80.25 at 2012-01-16 02:37:17 +0000 2012-01-16T02:37:17+00:00 app[web.1]: cache: [POST /quizzes/1/scores] invalidate, pass 2012-01-16T02:37:17+00:00 app[web.1]:  2012-01-16T02:37:17+00:00 app[web.1]:  2012-01-16T02:37:17+00:00 app[web.1]: Started POST "/quizzes/1/scores" for 177.53.80.25 at 2012-01-16 02:37:17 +0000 2012-01-16T02:37:17+00:00 app[web.1]: cache: [POST /quizzes/1/scores] invalidate, pass 2012-01-16T02:37:17+00:00 heroku[router]: POST prizequiz.herokuapp.com/quizzes/1/scores dyno=web.1 queue=0 wait=0ms service=44ms status=201 bytes=230 2012-01-16T02:37:17+00:00 heroku[web.1]: Process running mem=522M(102.1%) 2012-01-16T02:37:17+00:00 heroku[web.1]: Error R14 (Memory quota exceeded) 2012-01-16T02:37:17+00:00 heroku[router]: POST prizequiz.herokuapp.com/quizzes/1/scores dyno=web.1 queue=0 wait=0ms service=16ms status=401 bytes=27 2012-01-16T02:37:20+00:00 app[web.1]:  2012-01-16T02:37:20+00:00 app[web.1]:  2012-01-16T02:37:20+00:00 app[web.1]: Started GET "/quizzes/1/scores/current_game" for 177.53.80.25 at 2012-01-16 02:37:20 +0000 2012-01-16T02:37:20+00:00 app[web.1]: cache: [GET /quizzes/1/scores/current_game] miss 2012-01-16T02:37:20+00:00 app[web.1]:  2012-01-16T02:37:20+00:00 app[web.1]:  2012-01-16T02:37:20+00:00 app[web.1]: Started GET "/quizzes/1/scores/current_game" for 177.53.80.25 at 2012-01-16 02:37:20 +0000 2012-01-16T02:37:20+00:00 heroku[router]: GET prizequiz.herokuapp.com/quizzes/1/scores/current_game dyno=web.1 queue=0 wait=0ms service=8ms status=401 bytes=27 2012-01-16T02:37:20+00:00 app[web.1]: cache: [GET /quizzes/1/scores/current_game] miss 2012-01-16T02:37:20+00:00 heroku[router]: GET prizequiz.herokuapp.com/quizzes/1/scores/current_game dyno=web.1 queue=0 wait=0ms service=6ms status=401 bytes=27 2012-01-16T02:37:20+00:00 app[web.1]:  2012-01-16T02:37:20+00:00 app[web.1]:  2012-01-16T02:37:20+00:00 app[web.1]: Started POST "/quizzes/1/scores" for 177.53.80.25 at 2012-01-16 02:37:20 +0000 2012-01-16T02:37:20+00:00 heroku[router]: POST prizequiz.herokuapp.com/quizzes/1/scores dyno=web.1 queue=0 wait=0ms service=33ms status=401 bytes=27 2012-01-16T02:37:20+00:00 app[web.1]: cache: [POST /quizzes/1/scores] invalidate, pass 2012-01-16T02:37:20+00:00 app[web.1]:  2012-01-16T02:37:20+00:00 app[web.1]:  2012-01-16T02:37:20+00:00 app[web.1]: Started GET "/quizzes/1/scores/current_game" for 177.53.80.25 at 2012-01-16 02:37:20 +0000 2012-01-16T02:37:20+00:00 app[web.1]:  2012-01-16T02:37:20+00:00 app[web.1]:  

I have New Relic installed but have been unable to identify anything of any use.

Will gladly supply more info if needed. I also have an outstanding support request on Heroku for this but as yet (2 days marked as urgent) I have had no response.

Adding web dynos makes no difference.

UPDATE, I have added the oink gem and this is a sample result

2012-01-26T08:24:25+00:00 app[web.1]:  2012-01-26T08:24:25+00:00 app[web.1]:  2012-01-26T08:24:25+00:00 app[web.1]: Started PUT "/mobile_users/1" for 110.49.234.219 at 2012-01-26 08:24:25 +0000 2012-01-26T08:24:26+00:00 app[web.1]: Oink Action: mobile_users#update 2012-01-26T08:24:26+00:00 app[web.1]: Memory usage: 286276 | PID: 16 2012-01-26T08:24:26+00:00 app[web.1]: Instantiation Breakdown: Total: 2 | MobileUser: 2 2012-01-26T08:24:26+00:00 app[web.1]: Oink Log Entry Complete 2012-01-26T08:24:26+00:00 app[web.1]: cache: [PUT /mobile_users/1] invalidate, pass 2012-01-26T08:24:26+00:00 heroku[router]: PUT prizequiz.herokuapp.com/mobile_users/1 dyno=web.1 queue=0 wait=0ms service=460ms status=200 bytes=1 2012-01-26T08:24:38+00:00 heroku[web.1]: Process running mem=537M(104.9%) 2012-01-26T08:24:38+00:00 heroku[web.1]: Error R14 (Memory quota exceeded) 2012-01-26T08:24:43+00:00 app[web.1]:  2012-01-26T08:24:43+00:00 app[web.1]:  2012-01-26T08:24:43+00:00 app[web.1]: Started PUT "/mobile_users/1" for 103.1.165.23 at 2012-01-26 08:24:43 +0000 2012-01-26T08:24:43+00:00 heroku[router]: PUT prizequiz.herokuapp.com/mobile_users/1 dyno=web.1 queue=0 wait=0ms service=544ms status=401 bytes=27 2012-01-26T08:24:43+00:00 app[web.1]: Oink Action: mobile_users#update 2012-01-26T08:24:43+00:00 app[web.1]: Memory usage: 288876 | PID: 19 2012-01-26T08:24:43+00:00 app[web.1]: Instantiation Breakdown: Total: 0 2012-01-26T08:24:43+00:00 app[web.1]: Oink Log Entry Complete 2012-01-26T08:24:43+00:00 app[web.1]: cache: [PUT /mobile_users/1] invalidate, pass 2012-01-26T08:24:47+00:00 app[web.1]:  2012-01-26T08:24:47+00:00 app[web.1]:  2012-01-26T08:24:47+00:00 app[web.1]: Started PUT "/mobile_users/1" for 103.1.165.23 at 2012-01-26 08:24:47 +0000 2012-01-26T08:24:48+00:00 app[web.1]: Oink Action: mobile_users#update 2012-01-26T08:24:48+00:00 app[web.1]: Memory usage: 286412 | PID: 16 2012-01-26T08:24:48+00:00 app[web.1]: Instantiation Breakdown: Total: 2 | MobileUser: 2 2012-01-26T08:24:48+00:00 app[web.1]: Oink Log Entry Complete 2012-01-26T08:24:48+00:00 heroku[router]: PUT prizequiz.herokuapp.com/mobile_users/1 dyno=web.1 queue=0 wait=0ms service=432ms status=200 bytes=1 2012-01-26T08:24:48+00:00 app[web.1]: cache: [PUT /mobile_users/1] invalidate, pass 2012-01-26T08:24:59+00:00 heroku[web.1]: Process running mem=537M(104.9%) 2012-01-26T08:24:59+00:00 heroku[web.1]: Error R14 (Memory quota exceeded) 2012-01-26T08:25:20+00:00 heroku[web.1]: Process running mem=537M(104.9%) 2012-01-26T08:25:20+00:00 heroku[web.1]: Error R14 (Memory quota exceeded) 2012-01-26T08:25:41+00:00 heroku[web.1]: Process running mem=537M(104.9%) 2012-01-26T08:25:41+00:00 heroku[web.1]: Error R14 (Memory quota exceeded) 2012-01-26T08:26:32+00:00 heroku[router]: PUT prizequiz.herokuapp.com/mobile_users/1 dyno=web.1 queue=0 wait=0ms service=34ms status=401 bytes=27 2012-01-26T08:27:04+00:00 app[web.1]:  2012-01-26T08:27:04+00:00 app[web.1]:  2012-01-26T08:27:04+00:00 app[web.1]: Started PUT "/mobile_users/1" for 103.1.165.23 at 2012-01-26 08:27:04 +0000 2012-01-26T08:27:04+00:00 app[web.1]: Oink Action: mobile_users#update 2012-01-26T08:27:04+00:00 app[web.1]: Memory usage: 288876 | PID: 19 2012-01-26T08:27:04+00:00 app[web.1]: Instantiation Breakdown: Total: 2 | MobileUser: 2 2012-01-26T08:27:04+00:00 app[web.1]: Oink Log Entry Complete 2012-01-26T08:27:04+00:00 app[web.1]: cache: [PUT /mobile_users/1] invalidate, pass 2012-01-26T08:27:04+00:00 heroku[router]: PUT prizequiz.herokuapp.com/mobile_users/1 dyno=web.1 queue=0 wait=0ms service=337ms status=200 bytes=1 2012-01-26T08:27:05+00:00 heroku[web.1]: Process running mem=537M(104.9%) 2012-01-26T08:27:05+00:00 heroku[web.1]: Error R14 (Memory quota exceeded) 2012-01-26T08:27:26+00:00 heroku[web.1]: Process running mem=537M(104.9%) 2012-01-26T08:27:26+00:00 heroku[web.1]: Error R14 (Memory quota exceeded) 2012-01-26T08:27:48+00:00 heroku[web.1]: Process running mem=537M(104.9%) 2012-01-26T08:27:48+00:00 heroku[web.1]: Error R14 (Memory quota exceeded) 2012-01-26T08:28:08+00:00 heroku[web.1]: Process running mem=537M(105.0%) 2012-01-26T08:28:08+00:00 heroku[web.1]: Error R14 (Memory quota exceeded) 2012-01-26T08:28:29+00:00 heroku[web.1]: Process running mem=537M(105.0%) 2012-01-26T08:28:29+00:00 heroku[web.1]: Error R14 (Memory quota exceeded) 2012-01-26T08:28:51+00:00 heroku[web.1]: Process running mem=537M(105.0%) 2012-01-26T08:28:51+00:00 heroku[web.1]: Error R14 (Memory quota exceeded) 2012-01-26T08:29:08+00:00 app[web.1]:  2012-01-26T08:29:08+00:00 app[web.1]:  2012-01-26T08:29:08+00:00 app[web.1]: Started PUT "/mobile_users/1" for 85.26.234.218 at 2012-01-26 08:29:08 +0000 2012-01-26T08:29:08+00:00 app[web.1]: Oink Action: mobile_users#update 2012-01-26T08:29:08+00:00 app[web.1]: Memory usage: 382404 | PID: 13 2012-01-26T08:29:08+00:00 app[web.1]: Instantiation Breakdown: Total: 0 2012-01-26T08:29:08+00:00 app[web.1]: Oink Log Entry Complete 2012-01-26T08:29:08+00:00 app[web.1]: cache: [PUT /mobile_users/1] invalidate, pass 2012-01-26T08:29:08+00:00 heroku[router]: PUT prizequiz.herokuapp.com/mobile_users/1 dyno=web.1 queue=0 wait=0ms service=86ms status=401 bytes=27 2012-01-26T08:29:09+00:00 app[web.1]:  2012-01-26T08:29:09+00:00 app[web.1]:  2012-01-26T08:29:09+00:00 app[web.1]: Started PUT "/mobile_users/1" for 85.26.234.218 at 2012-01-26 08:29:09 +0000 2012-01-26T08:29:09+00:00 app[web.1]: Oink Action: mobile_users#update 2012-01-26T08:29:09+00:00 app[web.1]: Memory usage: 382404 | PID: 13 2012-01-26T08:29:09+00:00 app[web.1]: Instantiation Breakdown: Total: 2 | MobileUser: 2 2012-01-26T08:29:09+00:00 app[web.1]: Oink Log Entry Complete 2012-01-26T08:29:09+00:00 app[web.1]: cache: [PUT /mobile_users/1] invalidate, pass 2012-01-26T08:29:09+00:00 heroku[router]: PUT prizequiz.herokuapp.com/mobile_users/1 dyno=web.1 queue=0 wait=0ms service=160ms status=200 bytes=1 2012-01-26T08:29:11+00:00 app[web.1]:  2012-01-26T08:29:11+00:00 app[web.1]:  2012-01-26T08:29:11+00:00 app[web.1]: Started PUT "/mobile_users/1" for 85.26.234.218 at 2012-01-26 08:29:11 +0000 2012-01-26T08:29:11+00:00 heroku[router]: PUT prizequiz.herokuapp.com/mobile_users/1 dyno=web.1 queue=0 wait=0ms service=101ms status=401 bytes=27 2012-01-26T08:29:11+00:00 app[web.1]: Oink Action: mobile_users#update 2012-01-26T08:29:11+00:00 app[web.1]: Memory usage: 382404 | PID: 13 2012-01-26T08:29:11+00:00 app[web.1]: Instantiation Breakdown: Total: 0 2012-01-26T08:29:11+00:00 app[web.1]: Oink Log Entry Complete 2012-01-26T08:29:11+00:00 app[web.1]: cache: [PUT /mobile_users/1] invalidate, pass 2012-01-26T08:29:12+00:00 app[web.1]:  2012-01-26T08:29:12+00:00 app[web.1]:  2012-01-26T08:29:12+00:00 app[web.1]: Started PUT "/mobile_users/1" for 85.26.234.218 at 2012-01-26 08:29:12 +0000 2012-01-26T08:29:12+00:00 heroku[web.1]: Process running mem=537M(105.0%) 2012-01-26T08:29:12+00:00 heroku[web.1]: Error R14 (Memory quota exceeded) 2012-01-26T08:29:12+00:00 app[web.1]: Oink Action: mobile_users#update 2012-01-26T08:29:12+00:00 app[web.1]: Memory usage: 288876 | PID: 19 2012-01-26T08:29:12+00:00 app[web.1]: Instantiation Breakdown: Total: 2 | MobileUser: 2 2012-01-26T08:29:12+00:00 app[web.1]: Oink Log Entry Complete 2012-01-26T08:29:12+00:00 app[web.1]: cache: [PUT /mobile_users/1] invalidate, pass 2012-01-26T08:29:12+00:00 heroku[router]: PUT prizequiz.herokuapp.com/mobile_users/1 dyno=web.1 queue=0 wait=0ms service=169ms status=200 bytes=1 2012-01-26T08:29:33+00:00 heroku[web.1]: Process running mem=537M(105.0%) 2012-01-26T08:29:33+00:00 heroku[web.1]: Error R14 (Memory quota exceeded) 

I have no idea what that proves other than it seems I am not using as much memory as Heroku thinks I am Memory usage: 288876 vs Process running mem=537M(105.0%)

Answer 1

Look for code with 'Model.all.each do |something|' and replace with Model.find_each do |something|. This will save memory by loading chunks of your model into memory instead of the entire model all at once.

Also, look for opportunities to use in_groups_of or :limit to decrease the number of objects that are saved in memory at one time.

EDIT: for_each -> find_each.

Answer 2

I had this problem .. to solved using find_in_batches.

If someone still has this error i will put the code here. As it takes long time to run, i found a progress_bar gem that help the user. will let it here too cause i think its mandatory in almost every case.

bar = ProgressBar.new( total ) Texto.find_in_batches(:batch_size => 100) do |textos|     textos.each{| texto |          ...do_stuff...     }     bar.increment! textos.size end 

Progress Bar: https://github.com/paul/progress_bar/issues