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import subprocess | |
cpus = subprocess.run(['bhosts', '-w', 'general'], stdout=subprocess.PIPE).stdout.decode('utf-8').split('\n') | |
cpus = [i.split() for i in cpus][1:-1] | |
cpus = {i[0]:(i[1], int(i[3]), int(i[4])) for i in cpus} | |
jobs = subprocess.run(['bjobs', '-w', '-X', '-u', 'all'], stdout=subprocess.PIPE).stdout.decode('utf-8').split('\n') | |
jobs = [i.split() for i in jobs][1:-1] | |
jobs = [i for i in jobs if i[2]=='RUN'] | |
job2user = {i[0]:i[1] for i in jobs} | |
gpus = subprocess.run(['bhosts', '-gpu', '-l'], stdout=subprocess.PIPE).stdout.decode('utf-8').split('HOST: ') | |
gpus = [i.split('\n') for i in gpus][1:] | |
gpus = [i for i in gpus if i[0] in cpus] | |
hosts = {i[0] for i in gpus} | |
host_gpu_info = [] | |
jobids = [] | |
print('--------------------Host Usage--------------------') | |
for gpu in gpus: | |
host = gpu[0] | |
for line in gpu: | |
line = line.split() | |
if len(line) == 3 and line[0].isnumeric(): | |
host_gpu_info.append((host, int(line[1]), int(line[2]), cpus[host][0], cpus[host][1], cpus[host][2])) | |
if len(line) == 7 and line[0].isnumeric() and line[1]!='-': | |
jobids.append((line[2], line[1])) | |
print('Exclusive/Shared GPUs Available:') | |
print('Host SharedAvail ExclusiveAvail Status CPUs InUse') | |
for a in host_gpu_info: | |
if a[3]=='ok' and a[2] > 0: print(' '.join(str(i) for i in a)) | |
print() | |
print('Only Shared GPUs Available:') | |
print('Host SharedAvail ExclusiveAvail Status CPUs InUse') | |
for a in host_gpu_info: | |
if a[3]=='ok' and a[1]>0 and a[2]==0 : print(' '.join(str(i) for i in a)) | |
print() | |
print('GPUs Unavailable:') | |
print('Host SharedAvail ExclusiveAvail Status CPUs InUse') | |
for a in host_gpu_info: | |
if a[3]!='ok' or (a[2]==0 and a[1]==0): print(' '.join(str(i) for i in a)) | |
print() | |
print('--------------------GPU Usage--------------------') | |
gpus_used = {} | |
for j,x in jobids: | |
if j=='-': | |
print('-') | |
continue | |
if j not in job2user: | |
j = j.split(',')[0] | |
if j not in job2user: | |
continue | |
if job2user[j] not in gpus_used: | |
gpus_used[job2user[j]] = {'Exclusive':0, 'Shared':0} | |
if x == 'Y': | |
gpus_used[job2user[j]]['Exclusive'] +=1 | |
else: | |
gpus_used[job2user[j]]['Shared'] +=1 | |
for k,v in gpus_used.items(): | |
print(f'{k}: {v}') | |
print() | |
print('--------------------CPU Usage on GPU Hosts--------------------') | |
running = sum(cpus[i[0]][2] for i in gpus) | |
total = sum(cpus[i[0]][1] for i in gpus) | |
print(f'There are {running} CPUs in use, out of the {total} CPUs available on GPU Hosts.') | |
print('Top Users:') | |
cpus_used = {} | |
for i in jobs: | |
job_cpus = [j.split('*') for j in i[5].split(':')] | |
for c in job_cpus: | |
if len(c) == 1: | |
n = 1 | |
node = c[0] | |
else: | |
n = int(c[0]) | |
node = c[1] | |
if node in hosts: | |
if i[1] not in cpus_used: | |
cpus_used[i[1]] = 0 | |
cpus_used[i[1]] += n | |
cpus_used = sorted(cpus_used.items(), key=lambda kv: kv[1], reverse=True) | |
for k,v in cpus_used[:5]: | |
print(f'{k}: {v}') | |
print() | |
print('--------------------CPU Usage on General Queue Hosts--------------------') | |
total = sum(v[1] for k,v in cpus.items()) | |
running = sum(v[2] for k,v in cpus.items()) | |
print(f'There are {running} CPUs in use, out of the {total} CPUs available on all Hosts') | |
print('Top Users:') | |
cpus_used = {} | |
for i in jobs: | |
job_cpus = [j.split('*') for j in i[5].split(':')] | |
for c in job_cpus: | |
if len(c) == 1: | |
n = 1 | |
node = c[0] | |
else: | |
n = int(c[0]) | |
node = c[1] | |
if node in cpus: | |
if i[1] not in cpus_used: | |
cpus_used[i[1]] = 0 | |
cpus_used[i[1]] += n | |
cpus_used = sorted(cpus_used.items(), key=lambda kv: kv[1], reverse=True) | |
for k,v in cpus_used[:5]: | |
print(f'{k}: {v}') |
CPUs in the entire general queue, right? I can add that! Will let you know when that's done.
Yes, in the entire general queue, thanks!
Ok, it's been added!
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would it be possible to also output the number of CPUs in use and the total number of CPUs available?