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Submitting parallel jobs on HTCondor, using python

I am trying to submit parallel jobs in a loop on HTCondor, following is a simple example of the python script -

test_mus = np.linspace(0, 5, 10)
results = [pyhf.infer.hypotest(test_mu, data, model)
        for test_mu in test_mus]

I would like to submit each job (results), over the for loop (so 10 jobs) simultaneously to 10 machines, and then combine all the results in a pickle.

I have the submission script for this job as below -

executable            = CLs.sh
+JobFlavour           = "testmatch"
arguments             = $(ClusterId) $(ProcId)
Input                 = LHpruned_NEW_32.json
output                = output_sigbkg/CLs.$(ClusterId).$(ProcId).out
error                 = output_sigbkg/CLs.$(ClusterId).$(ProcId).err
log                   = output_sigbkg/CLs.$(ClusterId).log
transfer_input_files  = CLs_test1point.py, LHpruned_NEW_32.json
should_transfer_files = YES
queue

I would like to know how to submit 10 jobs, to parallelize the jobs. Thank you !

Best, Shreya



source https://stackoverflow.com/questions/71549834/submitting-parallel-jobs-on-htcondor-using-python
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