How to use add_pool method in yandex-tank

Best Python code snippet using yandex-tank

gnn_architectures.py

Source:gnn_architectures.py

...40        x = self.conv1(x, edge_index)41        for conv in self.convs:42            x = conv(x, edge_index)43        if self.add_pool:44            x = global_add_pool(x, batch)45        else:46            x = global_mean_pool(x, batch)47        x = F.relu(self.lin1(x))48        x = F.dropout(x, p=0.5, training=self.training)49        x = self.lin2(x)50        return F.log_softmax(x, dim=-1)51    def __repr__(self):52        return self.__class__.__name__53class GIN0(torch.nn.Module):54    def __init__(self, dataset, num_layers, hidden, add_pool=False):55        super(GIN0, self).__init__()56        self.conv1 = GINConv(Sequential(57            Linear(dataset.num_features, hidden),58            ReLU(),59            Linear(hidden, hidden),60            ReLU(),61            BN(hidden),62        ),63            train_eps=False)64        self.convs = torch.nn.ModuleList()65        for i in range(num_layers - 1):66            self.convs.append(67                GINConv(Sequential(68                    Linear(hidden, hidden),69                    ReLU(),70                    Linear(hidden, hidden),71                    ReLU(),72                    BN(hidden),73                ),74                    train_eps=False))75        self.lin1 = Linear(hidden, hidden)76        self.lin2 = Linear(hidden, dataset.num_classes)77        self.add_pool = add_pool78    def reset_parameters(self):79        self.conv1.reset_parameters()80        for conv in self.convs:81            conv.reset_parameters()82        self.lin1.reset_parameters()83        self.lin2.reset_parameters()84    def forward(self, data):85        x, edge_index, batch = data.x, data.edge_index, data.batch86        x = self.conv1(x, edge_index)87        for conv in self.convs:88            x = conv(x, edge_index)89        if self.add_pool:90            x = global_add_pool(x, batch)91        else:92            x = global_mean_pool(x, batch)93        x = F.relu(self.lin1(x))94        x = F.dropout(x, p=0.5, training=self.training)95        x = self.lin2(x)96        return F.log_softmax(x, dim=-1)97    def __repr__(self):98        return self.__class__.__name__99class GINE0Conv(MessagePassing):100    def __init__(self, edge_dim, dim_init, dim):101        super(GINE0Conv, self).__init__(aggr="add")102        self.edge_encoder = Sequential(Linear(edge_dim, dim_init), ReLU(), Linear(dim_init, dim_init), ReLU(),103                                       BN(dim_init))104        self.mlp = Sequential(Linear(dim_init, dim), ReLU(), Linear(dim, dim), ReLU(), BN(dim))...

add_dhcppool.py

Source:add_dhcppool.py

1import requests2import yaml3import json4def main():5     6    # The IOS-XE sandbox uses a self-signed cert at present, so let's7    # ignore any obvious security warnings for now.8    requests.packages.urllib3.disable_warnings()9    # The API path below is what the sandbox uses for API testing,10    api_path = "https://ios-xe-mgmt-latest.cisco.com:9443/restconf"11    # Create 2-tuple for "basic" authentication using Cisco credentials.12    auth = ('root', 'D_Vay!_10&')13    # Read YAML declarative state with list of DHCP pools to add14    with open('config_state.yml', 'r') as handle:15         config_state = yaml.safe_load(handle)16    print(config_state)17    print("#################################################")18    # Create JSON structure to add a new pool along with the HTTP POST19    # headers needed to add it.20    add_pool = {"Cisco-IOS-XE-dhcp:pool": config_state["add_pools"]}21    print(add_pool)22    print("###################################################")23    add_headers = {"Content-Type": "application/yang-data+json",24        "Accept": "application/yang-data+json, application/yang-data.errors+json",}25    26    # Can double-check our HTTP body using this debug; great for learning27    print(json.dumps(add_pool, indent=2))28    29    add_pool_resp = requests.post(30                    f"{api_path}/data/Cisco-IOS-XE-native:native/ip/dhcp",31                    headers=add_headers,32                    auth=auth,33                    json=add_pool,34                    verify=False,35                    )36     37    print(add_pool_resp)38    # HTTP 201 means "created", implying a new resource was added. The39    # response will tell us the URL of the newly-created resource, simplifying40    # future removal.41    if add_pool_resp.status_code == 201:42        print(f"Added DHCP pool at: {add_pool_resp.headers['Location']}")43        # Save configuration whenever the DHCP pool is added. This ensures44        # the configuration will persist across reboots.45        save_config_resp = requests.post(46            f"{api_path}/operations/cisco-ia:save-config",47            headers=add_headers,48            auth=auth,49            verify=False,50        )51        # Optionally print the JSON response, along with success message52        # import json; print(json.dumps(save_config_resp.json(), indent=2))53        if save_config_resp.ok:54            print("Saved configuration")55if __name__=='__main__':...

mutation.py

Source:mutation.py

2def add_convblock(part: str):3    conv_1 = str(random.randint(1, 512))4    conv_2 = str(random.randint(1, 512))5    return f'{conv_1}-{conv_2}-{part}'6def add_pool(part: str):7    return f'{round(random.uniform(0., 1.), 1)}-{part}'8def remove_layer(part: str):9    return ''10MUTATION_OPERATIONS = []11MUTATION_OPERATIONS.append(add_convblock)12MUTATION_OPERATIONS.append(add_pool)...

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