Join the 1-day Testing & QA Summit featuring 15+ Expert Speakers.Register for FREE! Join TestMu Conference

How to use create_network method in tempest

Best Python code snippet using tempest_python

build_model.py

Source:build_model.py

...150network_dict = {}151available_network = []152153154def create_network(name, num_layer, dim, layer_name, types, **kwargs):155    available_network.append(f"{name}")156    for i in range(8):157        network_dict.update({f"{name}_b{i}": lambda i=i: BuildModel(num_layer, dim, layer_name, types, i, **kwargs)})158159160create_network("efficientnet", [], 0, "DepthwiseConv1D", "resnet", efficientv1=True)161create_network("ej_efficientnet", [], 0, "DepthwiseConv1D", "resnet", efficientv1=True, ej=True)162163create_network("dense_efficientnet", [], 0, "DepthwiseConv1D", "densenet", efficientv1=True)164create_network("ej_dense_efficientnet", [], 0, "DepthwiseConv1D", "densenet", efficientv1=True, ej=True)165166create_network("lambda_efficientnet", [], 0, "lambdalayer", "resnet", efficientv1=True)167create_network("ej_lambda_efficientnet", [], 0, "lambdalayer", "resnet", efficientv1=True, ej=True)168169create_network("efficientnetv2", [], 0, "DepthwiseConv1D", "resnet", efficientv2=True)170create_network("ej_efficientnetv2", [], 0, "DepthwiseConv1D", "resnet", efficientv2=True, ej=True)171172create_network("resnet", [], 48, "Conv1D", "resnet")173create_network("ej_resnet", [], 48, "Conv1D", "resnet", ej=True)174create_network("se_resnet", [], 48, "Conv1D", "resnet", se=True)175create_network("ej_se_resnet", [], 48, "Conv1D", "resnet", se=True, ej=True)176177create_network("densenet", [], 48, "Conv1D", "densenet")178create_network("ej_densenet", [], 48, "Conv1D", "densenet", ej=True)179create_network("se_densenet", [], 48, "Conv1D", "densenet", se=True)180create_network("ej_se_densenet", [], 48, "Conv1D", "densenet", se=True, ej=True)181182create_network("lambda_resnet", [], 48, "LambdaLayer", "resnet")183create_network("ej_lambda_resnet", [], 48, "LambdaLayer", "resnet", ej=True)184create_network("se_lambda_resnet", [], 48, "LambdaLayer", "resnet", se=True)185create_network("ej_se_lambda_resnet", [], 48, "LambdaLayer", "resnet", se=True, ej=True)186187create_network("convnext", [], 48, "DepthwiseConv1D", "resnet", convnext=True)188create_network("ej_convnext", [], 48, "DepthwiseConv1D", "resnet", convnext=True, ej=True)189create_network("se_convnext", [], 48, "DepthwiseConv1D", "resnet", convnext=True, se=True)190create_network("ej_se_convnext", [], 48, "DepthwiseConv1D", "resnet", convnext=True, se=True, ej=True)191192create_network("lambda_convnext", [], 48, "LambdaLayer", "resnet", convnext=True)193create_network("ej_lambda_convnext", [], 48, "LambdaLayer", "resnet", convnext=True, ej=True)194create_network("se_lambda_convnext", [], 48, "LambdaLayer", "resnet", convnext=True, se=True)195create_network("ej_se_lambda_convnext", [], 48, "LambdaLayer", "resnet", convnext=True, se=True, ej=True)196197198def build_model(model_name: str, input_shape: tuple, output_size: int, output_activation=None, agent=None) -> Model:199    model = network_dict[model_name]()200    model = model.build_model(input_shape, output_size, output_activation, agent)201202    return model203204205available_network = np.array(available_network).reshape((-1,))206
...

network_test.py

Source:network_test.py

...4from .. import helpers5from ..base import requires_api_version6@requires_api_version('1.21')7class TestNetworks(helpers.BaseTestCase):8    def create_network(self, *args, **kwargs):9        net_name = u'dockerpy{}'.format(random.getrandbits(24))[:14]10        net_id = self.client.create_network(net_name, *args, **kwargs)['Id']11        self.tmp_networks.append(net_id)12        return (net_name, net_id)13    def test_list_networks(self):14        networks = self.client.networks()15        initial_size = len(networks)16        net_name, net_id = self.create_network()17        networks = self.client.networks()18        self.assertEqual(len(networks), initial_size + 1)19        self.assertTrue(net_id in [n['Id'] for n in networks])20        networks_by_name = self.client.networks(names=[net_name])21        self.assertEqual([n['Id'] for n in networks_by_name], [net_id])22        networks_by_partial_id = self.client.networks(ids=[net_id[:8]])23        self.assertEqual([n['Id'] for n in networks_by_partial_id], [net_id])24    def test_inspect_network(self):25        net_name, net_id = self.create_network()26        net = self.client.inspect_network(net_id)27        self.assertEqual(net, {28            u'Name': net_name,29            u'Id': net_id,30            u'Driver': 'bridge',31            u'Containers': {},32            u'IPAM': {u'Config': [{}], u'Driver': 'default'},33            u'Options': {},34            u'Scope': 'local'35        })36    def test_create_network_with_host_driver_fails(self):37        net_name = 'dockerpy{}'.format(random.getrandbits(24))[:14]38        with pytest.raises(docker.errors.APIError):39            self.client.create_network(net_name, driver='host')40    def test_remove_network(self):41        initial_size = len(self.client.networks())42        net_name, net_id = self.create_network()43        self.assertEqual(len(self.client.networks()), initial_size + 1)44        self.client.remove_network(net_id)45        self.assertEqual(len(self.client.networks()), initial_size)46    def test_connect_and_disconnect_container(self):47        net_name, net_id = self.create_network()48        container = self.client.create_container('busybox', 'top')49        self.tmp_containers.append(container)50        self.client.start(container)51        network_data = self.client.inspect_network(net_id)52        self.assertFalse(network_data.get('Containers'))53        self.client.connect_container_to_network(container, net_id)54        network_data = self.client.inspect_network(net_id)55        self.assertEqual(56            list(network_data['Containers'].keys()),57            [container['Id']])58        self.client.disconnect_container_from_network(container, net_id)59        network_data = self.client.inspect_network(net_id)60        self.assertFalse(network_data.get('Containers'))61    def test_connect_on_container_create(self):62        net_name, net_id = self.create_network()63        container = self.client.create_container(64            image='busybox',65            command='top',66            host_config=self.client.create_host_config(network_mode=net_name),67        )68        self.tmp_containers.append(container)69        self.client.start(container)70        network_data = self.client.inspect_network(net_id)71        self.assertEqual(72            list(network_data['Containers'].keys()),73            [container['Id']])74        self.client.disconnect_container_from_network(container, net_id)75        network_data = self.client.inspect_network(net_id)76        self.assertFalse(network_data.get('Containers'))

main.py

Source:main.py

...10    def __init__(self, message):11        self._message = message12    def __str__(self):13        return f'{type(self)}: {self._message}'14def create_network(node):15    if node['type'] == 'term':16        return InputGate()17    elif node['type'] == 'not':18        return NotGate(create_network(node['input']))19    elif node['type'] == 'and':20        return AndGate(create_network(n) for n in node['inputs'])21    elif node['type'] == 'or':22        return OrGate(create_network(n) for n in node['inputs'])23    else:24        raise ConfigError(f"Invalid node type \"{node['type']}\"")25parser = argparse.ArgumentParser(description='Evaluate a Boolean function.')26parser.add_argument('--config', '-c',27                    dest='config',28                    default='config.yaml',29                    help='Path of YAML file describing the function.')30args = parser.parse_args()31with open(args.config) as config_file:32    network = create_network(yaml.safe_load(config_file))33print(network)34template = network.template()35for row in csv.reader(stdin):36    try:37        value = network.value(bool(int(value.strip())) for value in row)38        print(template.format(*[int(s) for s in row]) + ' = ' + str(int(value)))39    except IndexError:...

Automation Testing Tutorials

Learn to execute automation testing from scratch with LambdaTest Learning Hub. Right from setting up the prerequisites to run your first automation test, to following best practices and diving deeper into advanced test scenarios. LambdaTest Learning Hubs compile a list of step-by-step guides to help you be proficient with different test automation frameworks i.e. Selenium, Cypress, TestNG etc.