def map_features_thread(X, theta_u, theta_v, images, data_dir, view, num_threads):
X_split = np.array_split(X, num_threads)
processes = []
feature_dir = data_dir + 'features/'
print feature_dir
if not os.path.exists(feature_dir):
os.makedirs(feature_dir)
print feature_dir
files = glob.glob(feature_dir+'*')
for f in files:
os.remove(f)
for i in range(num_threads):
processes.append(
worker(
target = map_features,
name="Thread #%d" % i,
args=(X_split[i], theta_u, theta_v, images, i, feature_dir)
)
)
[t.start() for t in processes]
[t.join() for t in processes]
feature_all = []
for i in range(num_threads):
feature = np.load(feature_dir + str(i) + '.npy')
feature_all.append(feature)
feature_all = np.vstack(feature_all).astype(np.float16)
np.save(data_dir + 'f16_' + view + '.npy', feature_all)
def main():
data_root = '/scail/scratch/group/vision/bypeng/healthcare/shotton/shotton_people/'
npy_root = '/scail/scratch/group/vision/hospital/ITOP/'
views = ['side', 'top']
num_joints = {'side':15, 'top':15}
num_pixel_per_joint = {'side':200, 'top':300}
num_people = 12
range1 = range(8, 12)
for view in views:
processes = []
# for i in range(num_people):
for i in range1:
index = str(i).zfill(2)
image = np.load(npy_root+index+'_depth_'+view+'.npy')
label = np.load(npy_root+index+'_predicts_'+view+'.npy')
dir_path = data_root + 'person_' + index + '/'
print 'Load', npy_root+index+'_depth_'+view+'.npy', 'Save to', dir_path
if not os.path.exists(dir_path):
os.makedirs(dir_path)
processes.append(
worker(
target = processData,
name="Thread #%d" % i,
args=(image, label, num_joints[view], num_pixel_per_joint[view], dir_path, view)
)
)
[t.start() for t in processes]
[t.join() for t in processes]
def main():
data_root = '/scail/scratch/group/vision/bypeng/healthcare/shotton/shotton_people/'
npy_root = '/scail/scratch/group/vision/hospital/ITOP/'
views = ['side', 'top']
num_joints = {'side': 15, 'top': 15}
num_pixel_per_joint = {'side': 200, 'top': 300}
num_people = 12
range1 = range(8, 12)
for view in views:
processes = []
# for i in range(num_people):
for i in range1:
index = str(i).zfill(2)
image = np.load(npy_root + index + '_depth_' + view + '.npy')
label = np.load(npy_root + index + '_predicts_' + view + '.npy')
dir_path = data_root + 'person_' + index + '/'
print 'Load', npy_root + index + '_depth_' + view + '.npy', 'Save to', dir_path
if not os.path.exists(dir_path):
os.makedirs(dir_path)
processes.append(
worker(target=processData,
name="Thread #%d" % i,
args=(image, label, num_joints[view],
num_pixel_per_joint[view], dir_path, view)))
[t.start() for t in processes]
[t.join() for t in processes]
def main():
'''
Two threads are started for receive data and the send data is called by main thread.
'''
print("Enter the number of people to call : ")
n = int(input(""))
print("Enter the ip address of the server")
ip = sys.stdin.readline()
ip = ip.strip()
port = [7001, 9002]
t = []
if n == 2:
t.append(worker(target=recvData, args=(port[0], )))
t.append(worker(target=recvData, args=(port[1], )))
t[0].start()
t[1].start()
else:
t.append(worker(target=recvData, args=(port[0], )))
t[0].start()
sendData(6002, ip)
def main_1():
data_root = '/mnt0/data/ITOP/all/'
npy_root = '/mnt0/data/ITOP/out/'
data_files = listdir(data_root)
num_people = 12
processes = []
for i in range(num_people):
index = str(i).zfill(2)
person_i = [data_root+f for f in data_files if \
len(re.findall(r"\b"+index+"_", f)) != 0]
person_i.sort()
print 'Processing person', i, 'Num frames', len(person_i)
processes.append(
worker(target=load_data_new,
name="Thread #%d" % i,
args=(person_i, index, npy_root)))
[t.start() for t in processes]
[t.join() for t in processes]
def main_1():
data_root = '/mnt0/data/ITOP/all/'
npy_root = '/mnt0/data/ITOP/out/'
data_files = listdir(data_root)
num_people = 12
processes = []
for i in range(num_people):
index = str(i).zfill(2)
person_i = [data_root+f for f in data_files if \
len(re.findall(r"\b"+index+"_", f)) != 0]
person_i.sort()
print 'Processing person', i, 'Num frames', len(person_i)
processes.append(
worker(
target=load_data_new,
name="Thread #%d" % i,
args=(person_i, index, npy_root)
)
)
[t.start() for t in processes]
[t.join() for t in processes]
yield c + i
char = string.digits + string.ascii_lowercase
site = '.google.com'
def getaddr():
while True:
url = q.get()
try:
res = socket.getaddrinfo(url, 80)
print(url + ":" + res[0][4][0])
except:
pass
q.task_done()
NUM = 1000 #thread's num
q = Queue()
for host in create_host(char):
q.put(host + site)
for i in range(NUM):
w = worker(target=getaddr)
w.start()
end = time.time()
print(end - start)
for c in char:
yield c + i
char = string.digits + string.ascii_lowercase
site = '.google.com'
def getaddr():
while True:
url = q.get()
try:
res = socket.getaddrinfo(url,80)
print(url + ":" + res[0][4][0])
except:
pass
q.task_done()
NUM=1000 #thread's num
q=Queue()
for host in create_host(char):
q.put(host+site)
for i in range(NUM):
w=worker(target=getaddr)
w.start()
end = time.time()
print(end-start)