Gemma wrapper caches files - but it can happen a cached file is incomplete and never updated again. The problem appears when GNU parallel is invoked and hits an error. The task here is to make gemma-wrapper transactional.
GNU parallel can fail, but does not tell how individual processes did. Need to check if it can return a thread (number). If not we have the option of checking the GEMMA status file and/or see if the output file is complete (by counting number of lines).
The 'obvious' fix would be to create an error handler in GEMMA itself that would clean up output files on error exit. E.g. using
The problem is that it is NOT a catch all. If there is a hardware fault or a problem in a library, such as openblas, there is no guarantee that the terminate handler will be called. Another complication is that a terminate handler needs to be aware of the files being output - i.e., we need to carry the state down somehow. I think we can probably address these issues as much is handled in the GEMMA PARAM class, but it is not worth the effort (I'll take care of it in a GEMMA rewrite).
It turns out that GNU parallel can keep track of jobs in a job log - and even rerun the ones missing using the `--joblog` and `--resume` switches. The last we don't need because we are using a cache. But we can use the log file to remove any incomplete output files! To me this is the obvious solution because 'parallel' is monitoring outside the GEMMA process and is a hardened piece of software. On failure it simply designates runs that way and we can clean up any (partly) produced files followed by a safe rerun. The lock routine below ascertains no processes are creating the same output at the same time.
There is another parallel issue (pun intended) where gemma-wrapper is invoked twice for the same job. This is quite possible when people get impatient waiting for a first job to finish.
One solution is to write a lock file using the inputs as a hash. The lock file can contain a PID and we can check if that is still alive. I should do the same for sheepdog locks(!)
I added the same code to replace sheepdog locks. Sheepdog is running every minute on our machines so it is a great test case.