feat: resilience malicious integration

working resilience malicious

application/routes/resilience_routes.py

@@ -26,34 +26,59 @@
 
 @resilience_routes.route('/resilience/malicious', endpoint='resilience_malicious', methods=['GET', 'POST'])
 def resilience_analyisis_malicious():
-    layout = 'degree_centrality'
-    layout2 = 'equal_to'
-    tab_main = 'tab1'
+    attack = 'malicious'
+    filename2 = session['filename2']
+    networkGraphs = get_networkGraph(filename2)
+    tab_main =  session.get('tab_main', 'tab1')
+    layout = session.get('layout_malicious', 'degree_centrality')
+    layout2 = session.get('layout2_malicious', 'equal_to')
 
-    if request.method == 'POST':
-        number_of_levels = request.form.get('number_of_levels', None)
-        number_of_levels = int(number_of_levels) if number_of_levels else None
-        number_of_threashold = request.form.get('number_of_threashold', None)
-        layout2 = request.form.get('layout2')
-        number_of_threashold = int(number_of_threashold) if number_of_threashold else None
-        layout = request.form.get('layout')
+    if layout2 == "greater_than":
+        operator = ">"
+    elif layout2 == "less_than":
+        operator = "<"
+    elif layout2 == "equal_to":
+        operator = "="
     else:
-        number_of_levels = None
-        number_of_threashold = None
-        session['val1'] = None
-        session['val2'] = None
+        operator = None
+
+    filename2 = session['filename2']
+    networkGraphs = get_networkGraph(filename2)
+    number_of_nodes = session.get('number_of_nodes', None)
+    number_of_edges = session.get('number_of_edges', None)
+    number_of_threashold = session.get('number_of_threashold', None)
 
     val1 = session.get('val1', None)
     val2 = session.get('val2', None)
-    if val1 != number_of_levels:
-        session['val1'] = number_of_levels
+    val3 = session.get('val3', None)
+    val4 = session.get('val4', None)
+
+    # here we use number of nodes
+    global networkGraphs2
+    if val3 != layout:
+        session['val3'] = layout
+
+    if val1 != number_of_nodes:
+        session['val1'] = number_of_nodes
         tab_main = 'tab1'
+        session['tab_main'] = tab_main
+        networkGraphs2, df2 = resilience(networkGraphs, attack=attack, metric=layout, number_of_nodes=int(number_of_nodes))
+
+    # here we use number of edges
     if val2 != number_of_threashold:
         session['val2'] = number_of_threashold
         tab_main = 'tab2'
+        session['tab_main'] = tab_main
+        networkGraphs2, df2 = resilience(networkGraphs, attack=attack, metric=layout, threshold=int(number_of_threashold), operator=operator)
 
-    return render_template('resilience/resilience_analyisis_malicious.html', tab_main=tab_main, 
-    layout=layout, layout2=layout2, number_of_levels=number_of_levels, number_of_threashold=number_of_threashold)
+    if val4 != layout2:
+        session['val4'] = layout2
+        tab_main = 'tab2'
+        session['tab_main'] = tab_main
+        if(number_of_threashold is not None):
+            networkGraphs2, df2 = resilience(networkGraphs, attack=attack, metric=layout, threshold=int(number_of_threashold), operator=operator)
+
+    return template_resilience_tabs('resilience/resilience_analyisis_malicious.html', number_of_nodes, number_of_edges, number_of_threashold, layout, layout2, tab_main, attack)
 
 @resilience_routes.route('/resilience/cluster', endpoint='resilience_cluster', methods=['GET', 'POST'])
 def resilience_analyisis_cluster():
@@ -71,15 +96,18 @@ def resilience_analyisis_cluster():
 
     return render_template('resilience/resilience_analyisis_cluster.html', layout=layout, number_of_cluster_to_generate=number_of_cluster_to_generate, cluster_to_attack=cluster_to_attack)
 
-
 @resilience_routes.route('/resilience/random', endpoint='resilience_random', methods=['GET', 'POST'])
 def resilience_analyisis_random():
+    attack = 'random'
     tab_main =  session.get('tab_main', 'tab1')
     filename2 = session['filename2']
     networkGraphs = get_networkGraph(filename2)
     number_of_nodes = session.get('number_of_nodes', None)
     number_of_edges = session.get('number_of_edges', None)
-
+    number_of_threashold = session.get('number_of_threashold', None)
+    layout = session.get('layout_malicious', 'degree_centrality')
+    layout2 = session.get('layout2_malicious', 'equal_to')
+
     val1 = session.get('val1', None)
     val2 = session.get('val2', None)
 
@@ -89,21 +117,56 @@ def resilience_analyisis_random():
         session['val1'] = number_of_nodes
         tab_main = 'tab1'
         session['tab_main'] = tab_main
-        networkGraphs2, df2 = resilience(networkGraphs, attack='random', number_of_nodes=int(number_of_nodes))
+        networkGraphs2, df2 = resilience(networkGraphs, attack=attack, number_of_nodes=int(number_of_nodes))
 
     # here we use number of edges
     if val2 != number_of_edges:
         session['val2'] = number_of_edges
         tab_main = 'tab2'
         session['tab_main'] = tab_main
-        networkGraphs2, df2 = resilience(networkGraphs, attack='random', number_of_edges=int(number_of_edges))
+        networkGraphs2, df2 = resilience(networkGraphs, attack=attack, number_of_edges=int(number_of_edges))
 
     print('number_of_nodes',number_of_nodes)
 
-    return template_resilience_tabs('resilience/resilience_analyisis_random.html', number_of_nodes, number_of_edges, tab_main)
-    #return render_template('resilience/resilience_analyisis_random.html', tab_main=tab_main, number_of_nodes=number_of_nodes, number_of_edges=number_of_edges)
+    return template_resilience_tabs('resilience/resilience_analyisis_random.html', number_of_nodes, number_of_edges, number_of_threashold, layout, layout2, tab_main, attack)
+
+@resilience_routes.route('/resilience/malicious/upload', endpoint='resilience_malicious_upload', methods=['GET', 'POST'])
+def resilience_malicious_upload():
+    number_of_nodes = request.form.get('number_of_nodes')
+    number_of_threashold = request.form.get('number_of_threashold')
+    layout2 = request.form.get('layout2')
+    layout = request.form.get('layout')
 
-def template_resilience_tabs(template_name_arg, number_of_nodes_arg, number_of_edges_arg, tab_main_arg):
+    if number_of_nodes == '':
+        number_of_nodes = None
+    if number_of_threashold == '':
+        number_of_threashold = None
+    session['number_of_nodes'] = number_of_nodes
+    session['number_of_threashold'] = number_of_threashold
+    session['number_of_threashold'] = number_of_threashold
+    session['layout_malicious'] = layout
+    session['layout2_malicious'] = layout2
+    # do something with the form data
+
+    return redirect(url_for('resilience_routes.resilience_malicious'))
+
+@resilience_routes.route('/resilience/random/upload', endpoint='resilience_random_upload', methods=['GET', 'POST'])
+def resilience_random_upload():
+    number_of_nodes = request.form.get('number_of_nodes')
+    number_of_edges = request.form.get('number_of_edges')
+    if number_of_nodes == '':
+        number_of_nodes = None
+    if number_of_edges == '':
+        number_of_edges = None
+    session['number_of_nodes'] = number_of_nodes
+    session['number_of_edges'] = number_of_edges
+
+    # do something with the form data
+
+    return redirect(url_for('resilience_routes.resilience_random'))
+
+
+def template_resilience_tabs(template_name_arg, number_of_nodes_arg, number_of_edges_arg, number_of_threashold_arg, layout_arg, layout2_arg, tab_main_arg, attack_arg):
     filename2 = session['filename2']
     networkGraphs = get_networkGraph(filename2)
     multi_toggle = True
@@ -113,8 +176,14 @@ def template_resilience_tabs(template_name_arg, number_of_nodes_arg, number_of_e
         visualisation_layout = 'map'
     else:
         visualisation_layout = 'sfdp'
-
+    attack = attack_arg
+    attack_name_from_nw = None
+
     if networkGraphs2 is not None:
+        attack_name_from_nw = networkGraphs2.get_attack_vector()
+
+    if attack == attack_name_from_nw:
+        #if networkGraphs2 is not None:
         # check POST condition
         if request.method == 'POST':
             visualisation_layout = request.form.get('visualisation_layout')
@@ -216,8 +285,8 @@ def template_resilience_tabs(template_name_arg, number_of_nodes_arg, number_of_e
             df_label_propagation_after, graph_label_propagation_name_2 = plot_cluster(networkGraphs2, 'label_propagation', noOfClusters=number_of_clusters,dynamic=False, layout=visualisation_layout)
             df_asyn_lpa_before, graph_asyn_lpa_name_1 = plot_cluster(networkGraphs, 'asyn_lpa', noOfClusters=number_of_clusters,dynamic=False, layout=visualisation_layout)
             df_asyn_lpa_after, graph_asyn_lpa_name_2 = plot_cluster(networkGraphs2, 'asyn_lpa', noOfClusters=number_of_clusters,dynamic=False, layout=visualisation_layout)
-            df_k_clique_before, graph_k_clique_name_1 = plot_cluster(networkGraphs, 'k_clique', noOfClusters=number_of_clusters,dynamic=False, layout=visualisation_layout)
-            df_k_clique_after, graph_k_clique_name_2 = plot_cluster(networkGraphs2, 'k_clique', noOfClusters=number_of_clusters,dynamic=False, layout=visualisation_layout)
+            df_k_clique_before, graph_k_clique_name_1 = plot_cluster(networkGraphs, 'spectral', noOfClusters=number_of_clusters,dynamic=False, layout=visualisation_layout)
+            df_k_clique_after, graph_k_clique_name_2 = plot_cluster(networkGraphs2, 'spectral', noOfClusters=number_of_clusters,dynamic=False, layout=visualisation_layout)
             df_spectral_before, graph_spectral_name_1 = plot_cluster(networkGraphs, 'spectral', noOfClusters=number_of_clusters,dynamic=False, layout=visualisation_layout)
             df_spectral_after, graph_spectral_name_2 = plot_cluster(networkGraphs2, 'spectral', noOfClusters=number_of_clusters,dynamic=False, layout=visualisation_layout)
             df_kmeans_before, graph_kmeans_name_1 = plot_cluster(networkGraphs, 'kmeans', noOfClusters=number_of_clusters,dynamic=False, layout=visualisation_layout)
@@ -235,8 +304,8 @@ def template_resilience_tabs(template_name_arg, number_of_nodes_arg, number_of_e
             df_label_propagation_after, graph_label_propagation_name_2 = plot_cluster(networkGraphs2, 'label_propagation', noOfClusters=0,dynamic=False, layout=visualisation_layout)                   
             df_asyn_lpa_before, graph_asyn_lpa_name_1 = plot_cluster(networkGraphs, 'asyn_lpa', noOfClusters=0,dynamic=False, layout=visualisation_layout)                   
             df_asyn_lpa_after, graph_asyn_lpa_name_2 = plot_cluster(networkGraphs2, 'asyn_lpa', noOfClusters=0,dynamic=False, layout=visualisation_layout)                   
-            df_k_clique_before, graph_k_clique_name_1 = plot_cluster(networkGraphs, 'k_clique', noOfClusters=0,dynamic=False, layout=visualisation_layout)                   
-            df_k_clique_after, graph_k_clique_name_2 = plot_cluster(networkGraphs2, 'k_clique', noOfClusters=0,dynamic=False, layout=visualisation_layout)
+            df_k_clique_before, graph_k_clique_name_1 = plot_cluster(networkGraphs, 'spectral', noOfClusters=0,dynamic=False, layout=visualisation_layout)                   
+            df_k_clique_after, graph_k_clique_name_2 = plot_cluster(networkGraphs2, 'spectral', noOfClusters=0,dynamic=False, layout=visualisation_layout)
             df_spectral_before, graph_spectral_name_1 = plot_cluster(networkGraphs, 'spectral', noOfClusters=0,dynamic=False, layout=visualisation_layout)                   
             df_spectral_after, graph_spectral_name_2 = plot_cluster(networkGraphs2, 'spectral', noOfClusters=0,dynamic=False, layout=visualisation_layout)
             df_kmeans_before, graph_kmeans_name_1 = plot_cluster(networkGraphs, 'kmeans', noOfClusters=0,dynamic=False, layout=visualisation_layout)                   
@@ -726,7 +795,6 @@ def template_resilience_tabs(template_name_arg, number_of_nodes_arg, number_of_e
             graph_dbscan_path_2 = '../static/' + graph_dbscan_name_2
         else:
             graph_dbscan_path_2 = '../'+ networkGraphs2.session_folder + '/' + graph_dbscan_name_2
-
     else:
         graph_path1 = '../static/no_graph.html' 
         graph_path2 = '../static/no_graph.html' 
@@ -875,8 +943,9 @@ def template_resilience_tabs(template_name_arg, number_of_nodes_arg, number_of_e
         df_dbscan_after = pd.DataFrame(0, index=range(5), columns=range(5))
 
 
-    return render_template(template_name_arg, tab_main=tab_main_arg, visualisation_layout=visualisation_layout,
-        number_of_nodes=number_of_nodes_arg, number_of_edges=number_of_edges_arg, graph1=graph_path1, graph2=graph_path2,
+
+    return render_template(template_name_arg, tab_main=tab_main_arg, visualisation_layout=visualisation_layout, number_of_threashold=number_of_threashold_arg,
+        number_of_nodes=number_of_nodes_arg, number_of_edges=number_of_edges_arg, graph1=graph_path1, graph2=graph_path2, layout=layout_arg, layout2=layout2_arg,
         multi_toggle=multi_toggle,directed_toggle=directed_toggle, number_of_clusters=number_of_clusters,
         df_degree_centrality_before=df_degree_centrality_before, df_degree_centrality_after=df_degree_centrality_after, 
         graph_degree_centrality_layout_1=graph_degree_centrality_layout_path_1, graph_degree_centrality_layout_2=graph_degree_centrality_layout_path_2,
@@ -957,25 +1026,4 @@ def template_resilience_tabs(template_name_arg, number_of_nodes_arg, number_of_e
         graph_agglomerative_1=graph_agglomerative_path_1, graph_agglomerative_2=graph_agglomerative_path_2,
 
         df_dbscan_before=df_dbscan_before, df_dbscan_after=df_dbscan_after,
-        graph_dbscan_1=graph_dbscan_path_1, graph_dbscan_2=graph_dbscan_path_2)
-
-
-
-
-
-
-
-@resilience_routes.route('/resilience/random/upload', endpoint='resilience_random_upload', methods=['GET', 'POST'])
-def resilience_random_upload():
-    number_of_nodes = request.form.get('number_of_nodes')
-    number_of_edges = request.form.get('number_of_edges')
-    if number_of_nodes == '':
-        number_of_nodes = None
-    if number_of_edges == '':
-        number_of_edges = None
-    session['number_of_nodes'] = number_of_nodes
-    session['number_of_edges'] = number_of_edges
-
-    # do something with the form data
-
-    return redirect(url_for('resilience_routes.resilience_random'))
+        graph_dbscan_1=graph_dbscan_path_1, graph_dbscan_2=graph_dbscan_path_2)

application/static/js/table_script.js

@@ -3126,4 +3126,34 @@ $(document).ready(function () {
             }
         }]
     });
+});
+
+//example-metrics
+
+$(document).ready(function () {
+    $('#example-metrics').DataTable({
+        dom: 'Bfrtip',
+        buttons: [
+            'copy', 'csv', 'excel', 'pdf', 'print'
+        ],
+        "pageLength": 10, // Show 10 rows per page
+        "lengthMenu": [[10, 25, 50, -1], [10, 25, 50, "All"]],
+        "columnDefs": [{
+            "targets": "_all",
+            "render": function (data, type, row) {
+                if (typeof data === 'number') {
+                    return parseFloat(data.toFixed(6)); // Round to 6 decimal places for numbers
+                }
+                if (typeof data === 'string') {
+                    if (data.length > 15 && data.startsWith('0x')) {
+                        return data.slice(0, 6) + '...' + data.slice(-6);
+                    } else if (!data.startsWith('0x')) {
+                        return data.substring(0, 6); // Limit the length to 6 if the string doesn't start with '0x'
+                    }
+                    return data.substring(0, 12);
+                }
+                return data;
+            }
+        }]
+    });
 });

application/templates/clustering_template.html

@@ -66,7 +66,7 @@ <h3 class="styledh3">{{method_name}} Clustering</h3>
     <hr>
 
     <div class="card card-body">
-        <table id="example" class="display" style="width:100%">
+        <table id="example-metrics" class="display" style="width:100%">
             <thead>
                 <tr>
                     {% for cell in example.columns %}

application/templates/global_metrics.html

@@ -13,7 +13,7 @@ <h3 class="styledh3">Global Metrics</h3>
     <div class="row">
         <div class="col-10">
             <div class="card card-body">
-                <table id="example" class="display" style="width:100%">
+                <table id="example-metrics" class="display" style="width:100%">
                     <thead>
                         <tr>
                             {% for cell in example.columns %}

application/templates/hotspot_template.html

@@ -16,7 +16,7 @@ <h3 class="styledh3">{{method_name}} Hotspot</h3>
     <hr>
 
     <div class="card card-body">
-        <table id="example" class="display" style="width:100%">
+        <table id="example-metrics" class="display" style="width:100%">
             <thead>
                 <tr>
                     {% for cell in example.columns %}

application/templates/metrics_all_template.html

@@ -300,7 +300,7 @@ <h3 class="styledh3">{{method_name | safe}}</h3>
     <hr>
 
     <div class="card card-body">
-        <table id="example" class="display" style="width:100%">
+        <table id="example-metrics" class="display" style="width:100%">
             <thead>
                 <tr>
                     {% for cell in example.columns %}

application/templates/metrics_single_template.html

@@ -316,7 +316,7 @@ <h3 class="styledh3">{{method_name}}</h3>
     </div>
     <hr>
     <div class="card card-body">
-        <table id="example" class="display" style="width:100%">
+        <table id="example-metrics" class="display" style="width:100%">
             <thead>
                 <tr>
                     {% for cell in example.columns %}