def runFullSequential(src, cleanUp=False):
if cleanUp:
if os.path.exists('./videos_full'):
shutil.rmtree('./videos_full')
manager = FullStorageManager(None, CropSplitter(), 'videos_full')
now = timer()
manager.put(src,
os.path.basename(src),
parallel=False,
args={
'encoding': XVID,
'size': -1,
'sample': 1.0,
'offset': 0,
'limit': -1,
'batch_size': 30,
'num_processes': os.cpu_count()
})
put_time = timer() - now
logrecord('full', ({'file': src}), 'put', str({'elapsed': put_time}), 's')
clips = manager.get(os.path.basename(src), Condition())
pipelines = []
for c in clips:
pipelines.append(c[KeyPoints()])
result = counts(pipelines, ['one'], stats=True)
logrecord('full', ({'file': src}), 'get', str(result), 's')
def test_put(src, cleanUp=False):
if cleanUp:
if os.path.exists('./videos'):
shutil.rmtree('./videos')
manager = FullStorageManager(None, CropSplitter(), 'videos')
start = time.time()
manager.put(src,
os.path.basename(src),
parallel=True,
args={
'encoding': XVID,
'size': -1,
'sample': 1.0,
'offset': 0,
'limit': -1,
'batch_size': 50,
'num_processes': 6
})
print("Put time:", time.time() - start)
clips = manager.get(os.path.basename(src), Condition(label='person'))
pipelines = []
for c in clips:
pipelines.append(c[KeyPoints()])
result = counts(pipelines, ['one'], stats=True)
logrecord('full', ({'file': src}), 'get', str(result), 's')
def runFull(src, cleanUp = False):
if cleanUp:
if os.path.exists('./videos_full'):
shutil.rmtree('./videos_full')
manager = FullStorageManager(None, CropSplitter(), 'videos_full')
now = timer()
manager.put(src, os.path.basename(src), parallel = True, args={'encoding': XVID, 'size': -1, 'sample': 1.0, 'offset': 0, 'limit': -1, 'batch_size': 50, 'num_processes': os.cpu_count()})
put_time = timer() - now
logrecord('full', ({'file': src}), 'put', str({'elapsed': put_time}), 's')