def setUp(self):
if not TestModule.create_ietf_interfaces_module():
self.remove_interfaces(self)
self.skipTest(self, "Test environment is not clean!")
print("Environment is not clean!")
return
if not TestModule.create_iana_if_type_module():
self.remove_interfaces(self)
self.skipTest(self, "Test environment is not clean!")
print("Environment is not clean!")
return
if not TestModule.create_ietf_ip_module():
self.remove_interfaces(self)
self.skipTest(self, "Test environment is not clean!")
print("Environment is not clean!")
return
if not TestModule.create_ietf_interfaces():
self.remove_interfaces(self)
self.skipTest(self, "Test environment is not clean!")
print("Environment is not clean!")
return
if not TestModule.create_example_module():
self.remove_interfaces(self)
self.skipTest(self, "Test environment is not clean!")
print("Environment is not clean!")
return
def setUp(self):
if not TestModule.create_referenced_data_module():
self.remove_modules(self)
self.skipTest(self, "Test environment is not clean!")
print("Environment is not clean!")
return
if not TestModule.create_test_module():
self.remove_modules(self)
self.skipTest(self, "Test environment is not clean!")
print("Environment is not clean!")
return
conn = sr.Connection(sr.SR_CONN_DEFAULT)
session = sr.Session(conn, sr.SR_DS_STARTUP)
session.delete_item("/test-module:user[name='A']")
session.delete_item("/test-module:user[name='B']")
session.delete_item("/test-module:user[name='C']")
session.delete_item("/test-module:user[name='D']")
session.apply_changes()
session.set_item("/test-module:user[name='A']",
sr.Val(None, sr.SR_LIST_T))
session.set_item("/test-module:user[name='B']",
sr.Val(None, sr.SR_LIST_T))
session.set_item("/test-module:user[name='C']",
sr.Val(None, sr.SR_LIST_T))
session.set_item("/test-module:user[name='D']",
sr.Val(None, sr.SR_LIST_T))
session.apply_changes()
session.session_stop()
conn = None
def main():
args = parser.parse_args()
torch.cuda.set_device(args.gpu_id)
if args.config is not None:
config_file = open(args.config, 'r')
while True:
line = config_file.readline()
if not line:
break
if line.find(':') == 0:
continue
else:
tmp_list = line.split(': ')
if tmp_list[0] == 'kernel_size':
args.kernel_size = int(tmp_list[1])
if tmp_list[0] == 'dilation':
args.dilation = int(tmp_list[1])
config_file.close()
model = models.Model(args)
print('Loading the model...')
checkpoint = torch.load(args.checkpoint, map_location=torch.device('cpu'))
model.load(checkpoint['state_dict'])
current_epoch = checkpoint['epoch']
print('Test: Middlebury_eval')
test_dir = args.out_dir + '/middlebury_eval'
test_db = TestModule.Middlebury_eval('./test_input/middlebury_eval')
if not os.path.exists(test_dir):
os.makedirs(test_dir)
test_db.Test(model, test_dir)
print('Test: Middlebury_others')
test_dir = args.out_dir + '/middlebury_others'
test_db = TestModule.Middlebury_other(
'./test_input/middlebury_others/input',
'./test_input/middlebury_others/gt')
if not os.path.exists(test_dir):
os.makedirs(test_dir)
test_db.Test(model, test_dir, current_epoch, output_name='frame10i11.png')
print('Test: DAVIS')
test_dir = args.out_dir + '/davis'
test_db = TestModule.Davis('./test_input/davis/input',
'./test_input/davis/gt')
if not os.path.exists(test_dir):
os.makedirs(test_dir)
test_db.Test(model, test_dir, output_name='frame10i11.png')
print('Test: UCF101')
test_dir = args.out_dir + '/ucf101'
test_db = TestModule.ucf('./test_input/ucf101')
if not os.path.exists(test_dir):
os.makedirs(test_dir)
test_db.Test(model, test_dir, output_name='frame1.png')
def test_delete_default_node(self):
TestModule.create_ietf_interfaces()
tm = TestManager()
srd = SysrepodDaemonTester("Srd")
tester = SysrepoTester("Tester", sr.SR_DS_RUNNING, sr.SR_CONN_DAEMON_REQUIRED, False)
subscriber = NotificationTester("Subscriber")
srd.add_step(srd.startDaemonStep)
tester.add_step(tester.waitStep)
subscriber.add_step(subscriber.waitStep)
srd.add_step(srd.waitStep)
tester.add_step(tester.restartConnection)
subscriber.add_step(subscriber.waitStep)
srd.add_step(srd.waitStep)
tester.add_step(tester.waitStep)
subscriber.add_step(subscriber.subscribeStep, "/ietf-interfaces:interfaces")
#set to non default value
srd.add_step(srd.waitStep)
tester.add_step(tester.setItemStep, "/ietf-interfaces:interfaces/interface[name='eth0']/ietf-ip:ipv4/forwarding", sr.Val(True, sr.SR_BOOL_T))
subscriber.add_step(subscriber.waitStep)
srd.add_step(srd.waitStep)
tester.add_step(tester.commitStep)
subscriber.add_step(subscriber.waitStep)
srd.add_step(srd.waitStep)
tester.add_step(tester.deleteItemStep, "/ietf-interfaces:interfaces/interface[name='eth0']/ietf-ip:ipv4/forwarding")
subscriber.add_step(subscriber.waitStep)
srd.add_step(srd.waitStep)
tester.add_step(tester.commitStep)
subscriber.add_step(subscriber.waitStep)
srd.add_step(srd.waitStep)
tester.add_step(tester.waitTimeoutStep, 0.2)
subscriber.add_step(subscriber.waitStep)
srd.add_step(srd.waitStep)
tester.add_step(tester.waitStep)
#deleted value -> default according to the YANG
subscriber.add_step(subscriber.checkNotificationStep, [["MODIFIED", "/ietf-interfaces:interfaces/interface[name='eth0']/ietf-ip:ipv4/forwarding"]])
srd.add_step(srd.waitStep)
tester.add_step(tester.waitStep)
subscriber.add_step(subscriber.cancelSubscriptionStep)
srd.add_step(srd.stopDaemonStep)
tm.add_tester(srd)
tm.add_tester(tester)
tm.add_tester(subscriber)
tm.run()
def test_commit_empty(self):
TestModule.create_test_module()
sr = Sysrepo("name")
session = Session(sr, SR_DS_STARTUP)
session.delete_item("/test-module:*")
session.commit()
with self.assertRaises(RuntimeError):
self.session.get_item("/test-module:main")
TestModule.create_test_module()
def test_commit_empty(self):
TestModule.create_test_module()
sr = Sysrepo("name")
session = Session(sr, SR_DS_STARTUP)
session.delete_item("/test-module:*")
session.commit()
with self.assertRaises(RuntimeError):
self.session.get_item("/test-module:main")
TestModule.create_test_module()
def test_delete_default_node(self):
TestModule.create_ietf_interfaces()
tm = TestManager()
srd = SysrepodDaemonTester("Srd")
tester = SysrepoTester("Tester", SR_DS_RUNNING, SR_CONN_DAEMON_REQUIRED, False)
subscriber = NotificationTester("Subscriber")
srd.add_step(srd.startDaemonStep)
tester.add_step(tester.waitStep)
subscriber.add_step(subscriber.waitStep)
srd.add_step(srd.waitStep)
tester.add_step(tester.restartConnection)
subscriber.add_step(subscriber.waitStep)
srd.add_step(srd.waitStep)
tester.add_step(tester.waitStep)
subscriber.add_step(subscriber.subscribeStep, "/ietf-interfaces:interfaces")
#set to non default value
srd.add_step(srd.waitStep)
tester.add_step(tester.setItemStep, "/ietf-interfaces:interfaces/interface[name='eth0']/ietf-ip:ipv4/forwarding", Value(None, SR_BOOL_T, True))
subscriber.add_step(subscriber.waitStep)
srd.add_step(srd.waitStep)
tester.add_step(tester.commitStep)
subscriber.add_step(subscriber.waitStep)
srd.add_step(srd.waitStep)
tester.add_step(tester.deleteItemStep, "/ietf-interfaces:interfaces/interface[name='eth0']/ietf-ip:ipv4/forwarding")
subscriber.add_step(subscriber.waitStep)
srd.add_step(srd.waitStep)
tester.add_step(tester.commitStep)
subscriber.add_step(subscriber.waitStep)
srd.add_step(srd.waitStep)
tester.add_step(tester.waitStep)
subscriber.add_step(subscriber.waitStep)
srd.add_step(srd.waitStep)
tester.add_step(tester.waitStep)
#deleted value -> default according to the YANG
subscriber.add_step(subscriber.checkNotificationStep, [["MODIFIED", "/ietf-interfaces:interfaces/interface[name='eth0']/ietf-ip:ipv4/forwarding"]])
srd.add_step(srd.waitStep)
tester.add_step(tester.waitStep)
subscriber.add_step(subscriber.cancelSubscriptionStep)
srd.add_step(srd.stopDaemonStep)
tm.add_tester(srd)
tm.add_tester(tester)
tm.add_tester(subscriber)
tm.run()
def setUp(self):
if not TestModule.create_referenced_data_module():
self.remove_modules(self)
self.skipTest(self,"Test environment is not clean!")
print("Environment is not clean!")
return
if not TestModule.create_test_module():
self.remove_modules(self)
self.skipTest(self,"Test environment is not clean!")
print("Environment is not clean!")
return
def test_commit_empty(self):
TestModule.create_test_module()
connection = sr.Connection("name")
session = sr.Session(self.conn, sr.SR_DS_STARTUP)
v_old = self.session.get_item("/test-module:main/string")
self.session.delete_item("/test-module:*")
self.session.commit()
#test random leaf that was deleted
v_none = self.session.get_item("/test-module:main/string")
self.assertIsNone(v_none)
self.session.set_item("/test-module:main/string", v_old)
self.session.commit()
TestModule.create_test_module()
def test_commit_empty(self):
TestModule.create_test_module()
connection = sr.Connection("name")
session = sr.Session(self.conn, sr.SR_DS_STARTUP)
v_old = self.session.get_item("/test-module:main/string")
self.session.delete_item("/test-module:*")
self.session.commit()
#test random leaf that was deleted
v_none = self.session.get_item("/test-module:main/string")
self.assertIsNone(v_none)
self.session.set_item("/test-module:main/string", v_old)
self.session.commit()
TestModule.create_test_module()
def setUp(self):
if not TestModule.create_referenced_data_module():
self.remove_modules(self)
self.skipTest(self, "Test environment is not clean!")
print("Environment is not clean!")
return
if not TestModule.create_test_module():
self.remove_modules(self)
self.skipTest(self, "Test environment is not clean!")
print("Environment is not clean!")
return
if not TestModule.create_example_module():
self.remove_modules(self)
self.skipTest(self, "Test environment is not clean!")
print("Environment is not clean!")
return
self.session = sr.Session(self.conn, sr.SR_DS_STARTUP)
self.conn = sr.Connection(sr.SR_CONN_DEFAULT)
def setUp(self):
TestModule.create_referenced_data_module()
TestModule.create_test_module()
conn = sr.Connection(sr.SR_CONN_DEFAULT)
session = sr.Session(conn, sr.SR_DS_STARTUP)
session.delete_item("/test-module:user[name='A']")
session.delete_item("/test-module:user[name='B']")
session.delete_item("/test-module:user[name='C']")
session.delete_item("/test-module:user[name='D']")
session.apply_changes()
session.set_item("/test-module:user[name='A']",
sr.Val(None, sr.SR_LIST_T))
session.set_item("/test-module:user[name='B']",
sr.Val(None, sr.SR_LIST_T))
session.set_item("/test-module:user[name='C']",
sr.Val(None, sr.SR_LIST_T))
session.set_item("/test-module:user[name='D']",
sr.Val(None, sr.SR_LIST_T))
session.apply_changes()
session.session_stop()
conn = None
def test_commit_empty(self):
TestModule.create_test_module()
v_old = self.session.get_item("/test-module:main/string")
TestModule.delete_all_items_test(self.session)
self.session.apply_changes()
#test random leaf that was deleted
v_none = self.session.get_item("/test-module:main/string")
self.assertIsNone(v_none)
self.session.set_item("/test-module:main/string", v_old)
self.session.apply_changes()
TestModule.create_test_module()
def runTest():
global model
aug = Augmentation.Augmentation(sys.argv[2])
data_transforms = aug.applyTransforms()
imageLink = request.form['link']
timestr = ''.join(random.choice(string.lowercase) for x in range(8))
dst = "static/augdata/" + timestr + '.jpg'
float_formatter = lambda x: "\t %.3f" % x
try:
urllib.urlretrieve(imageLink, dst)
except:
print('Cannot find %s' % (dst))
return render_template('index.html')
#time.sleep(3);
#model = torch.load("/home/koustav/Desktop/IPA/intelligent_photograph_assesment/CNN/models/net_DenseNet161_crop_True_lr_0.001.model");
t = TestModule.TestModule(model, data_transforms['val'], '', '', '', '')
namevaluepairs = t.PredictSortedLabels(dst)
for count, (style, prob) in enumerate(namevaluepairs):
namevaluepairs[count] = (style, float_formatter(prob))
#styleandvalues = "\n".join('{}: {}'.format(val,key) for key, val in namevaluepairs.items())
return render_template('index.html',
testImageName=dst,
styleLabels=namevaluepairs)
def setUp(self):
TestModule.create_test_module()
self.session = sr.Session(self.conn, sr.SR_DS_STARTUP)
def setUpClass(self):
TestModule.create_test_module()
self.conn = sr.Connection("abc", sr.SR_DS_STARTUP)
def setUpClass(self):
TestModule.create_test_module()
self.conn= sr.Connection("abc", sr.SR_DS_STARTUP)
def setUp(self):
TestModule.create_test_module()
self.session = sr.Session(self.conn, sr.SR_DS_STARTUP)
def tearDownClass(cls):
TestModule.create_example_module()
def setUpClass(self):
TestModule.create_ietf_interfaces()
TestModule.create_example_module()
def setUpClass(self):
TestModule.create_test_module()
self.s = Sysrepo("abc", SR_CONN_DEFAULT)
def setUpClass(self):
TestModule.create_ietf_interfaces()
TestModule.create_example_module()
def tearDown(self):
TestModule.remove_example_module()
TestModule.remove_test_module()
TestModule.remove_referenced_data_module()
self.session.session_stop()
conn=None
def setUp(self):
TestModule.create_test_module()
self.session = sr.Session(self.conn, sr.SR_DS_STARTUP)
self.conn= sr.Connection(sr.SR_CONN_DEFAULT)
def setUpClass(self):
TestModule.create_referenced_data_module()
TestModule.create_test_module()
TestModule.create_example_module()
self.conn= sr.Connection(sr.SR_CONN_DEFAULT)
def setUp(self):
TestModule.create_ietf_interfaces_module()
TestModule.create_iana_if_type_module()
TestModule.create_ietf_ip_module()
TestModule.create_ietf_interfaces()
import TestModule
InputMeters = input(" Feet: ")
Val_meters = TestModule.calculate(InputMeters)
print("Your height is: ", Val_meters)
def tearDown(self):
TestModule.remove_ietf_interfaces_module()
TestModule.remove_iana_if_type_module()
TestModule.remove_ietf_ip_module()
def tearDownClass(cls):
TestModule.create_example_module()
def setUpClass(self):
TestModule.create_ietf_interfaces()
def test_change_default_node(self):
TestModule.create_ietf_interfaces()
tm = TestManager()
srd = SysrepodDaemonTester("Srd")
tester = SysrepoTester("Tester", sr.SR_DS_RUNNING, sr.SR_CONN_DAEMON_REQUIRED, False)
subscriber = NotificationTester("Subscriber")
srd.add_step(srd.startDaemonStep)
tester.add_step(tester.waitStep)
subscriber.add_step(subscriber.waitStep)
srd.add_step(srd.waitStep)
tester.add_step(tester.restartConnection)
subscriber.add_step(subscriber.waitStep)
srd.add_step(srd.waitStep)
tester.add_step(tester.waitStep)
subscriber.add_step(subscriber.subscribeStep, "/ietf-interfaces:interfaces")
srd.add_step(srd.waitStep)
tester.add_step(tester.waitStep)
subscriber.add_step(subscriber.waitStep)
srd.add_step(srd.waitStep)
tester.add_step(tester.waitStep)
subscriber.add_step(subscriber.waitStep)
srd.add_step(srd.waitStep)
tester.add_step(tester.waitStep)
subscriber.add_step(subscriber.waitStep)
srd.add_step(srd.waitStep)
tester.add_step(tester.setItemStep, "/ietf-interfaces:interfaces/interface[name='eth0']/ietf-ip:ipv4/forwarding", sr.Val(True, sr.SR_BOOL_T))
subscriber.add_step(subscriber.waitStep)
srd.add_step(srd.waitStep)
tester.add_step(tester.commitStep)
subscriber.add_step(subscriber.waitStep)
srd.add_step(srd.waitStep)
tester.add_step(tester.waitTimeoutStep, 0.4)
subscriber.add_step(subscriber.waitStep)
srd.add_step(srd.waitStep)
tester.add_step(tester.waitStep)
#setting a leaf with default value -> MODIFIED
subscriber.add_step(subscriber.checkNotificationStep, [["MODIFIED", "/ietf-interfaces:interfaces/interface[name='eth0']/ietf-ip:ipv4/forwarding"]])
srd.add_step(srd.waitStep)
tester.add_step(tester.waitStep)
subscriber.add_step(subscriber.cancelSubscriptionStep)
srd.add_step(srd.stopDaemonStep)
tm.add_tester(srd)
tm.add_tester(tester)
tm.add_tester(subscriber)
tm.run()
def setUpClass(self):
TestModule.create_test_module()
import TestModule as tm
myNum = 84317
myNum2 = 934743
print(tm.AddTwoNumbers(myNum, myNum2))
print("This is so great")
def setUpClass(self):
TestModule.create_ietf_interfaces()
def setUp(self):
if not TestModule.create_example_module():
self.remove_modules(self)
self.skipTest(self, "Test environment is not clean!")
print("Environment is not clean!")
return
def setUpClass(self):
TestModule.create_test_module()
print('Loading CNN from %s' % (model_path))
model_ft = torch.load(model_path)
print('Training Started...')
train_model(model_ft,
criterion,
optimizer_ft,
scheduler_ft,
num_epochs=args.epochs)
#Testing
if args.withTesting:
DAug = ag.Augmentation(args.aug_test)
data_transforms = DAug.applyTransforms()
t = TestModule.TestModule(model_ft, data_transforms['val'],
args.testDataPath, args.testLabels, args.testIds,
args.fiftyPatch)
CM, AP, mAP_macro, mAP_weighted, mAP_micro, PerClassP = t.MAPTracker()
printed_results = '\n'.join([
"AP : " + str(AP), "MAP_MACRO : " + str(mAP_macro),
"MAP_MICRO : " + str(mAP_micro), "MAP_WEIGHTED : " + str(mAP_weighted)
])
PCP = '\n'.join([
cname + ':' + str(pcp)
for cname, pcp in zip(dset_classes, PerClassP.tolist())
])
#print ("\nAP = %f \nmAP_macro = %f \nmAP_weighted = %f \nmAP_micro = %f \n"%(AP,mAP_macro,mAP_weighted,mAP_micro));
print("\nPrecision\n######################")
print(colored(printed_results, 'white'))
def remove_interfaces(self):
TestModule.remove_ietf_interfaces_module()
TestModule.remove_iana_if_type_module()
TestModule.remove_ietf_ip_module()
TestModule.remove_example_module()
def setUpClass(self):
TestModule.create_test_module()
self.s = Sysrepo("abc", SR_CONN_DEFAULT)
import TestModule
for value in range(-2147483647, 2147483647):
if TestModule.TestMethod(True, value) != value + 1:
print("error")
if TestModule.TestMethod(False, value) != value - 1:
print("error")
def remove_modules(self):
TestModule.remove_example_module()