Initial commit

DDOS_Model_Generation.py

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+#!/usr/bin/env python
+# coding: utf-8
+
+# In[1]:
+
+
+
+
+import pandas as pd
+import numpy as np
+
+import matplotlib.pyplot as plt
+from matplotlib.pyplot import figure
+import seaborn as sns
+
+from sklearn.metrics import confusion_matrix
+from sklearn.metrics import accuracy_score
+from sklearn.metrics import classification_report
+from sklearn.model_selection import train_test_split
+from sklearn import metrics
+from sklearn.model_selection import cross_val_score
+from sklearn import preprocessing
+
+from sklearn.model_selection import cross_val_predict
+from sklearn.model_selection import GridSearchCV
+import time
+
+from sklearn.tree import DecisionTreeClassifier
+from sklearn.linear_model import LogisticRegression
+from sklearn import svm
+from sklearn.neighbors import KNeighborsClassifier
+from sklearn.ensemble import RandomForestClassifier
+
+from sklearn import metrics
+
+data = pd.read_csv('dataset_sdn.csv')
+
+
+
+data.head()
+
+
+data.shape
+
+data.info()
+
+##### Here we see that the label contains boolean values: 0 - Benign, 1-Maliciuous 
+data.label.unique()
+
+
+data.label.value_counts()
+
+label_dict = dict(data.label.value_counts())
+sns.countplot(data.label)
+
+
+labels = ["Maliciuous",'Benign']
+sizes = [dict(data.label.value_counts())[0], dict(data.label.value_counts())[1]]
+plt.figure(figsize = (13,8))
+plt.pie(sizes, labels=labels, autopct='%1.1f%%',
+        shadow=True, startangle=90)
+plt.legend(["Maliciuous", "Benign"])
+plt.title('The percentage of Benign and Maliciuos Requests in dataset')
+# plt.show()
+
+
+data.describe()
+
+
+# Let's look at the vizualisation of Null valued features
+figure(figsize=(9, 5), dpi=80)
+data[data.columns[data.isna().sum() >= 0]].isna().sum().sort_values().plot.bar()
+plt.title("Features which has NuLL values")
+
+
+data.isnull().sum()
+
+
+numeric_df = data.select_dtypes(include=['int64', 'float64'])
+object_df = data.select_dtypes(include=['object'])
+numeric_cols = numeric_df.columns
+object_cols = object_df.columns
+print('Numeric Columns: ')
+print(numeric_cols, '\n')
+print('Object Columns: ')
+print(object_cols, '\n')
+print('Number of Numeric Features: ', len(numeric_cols))
+print('Number of Object Features: ', len(object_cols))
+
+
+# In[14]:
+
+
+object_df.head()
+
+
+# In[15]:
+
+
+#### Let's look at Oblect columns (Source Destination Protocol)
+
+figure(figsize=(12, 7), dpi=80)
+plt.barh(list(dict(data.src.value_counts()).keys()), dict(data.src.value_counts()).values(), color='lawngreen')
+
+for idx, val in enumerate(dict(data.src.value_counts()).values()):
+    plt.text(x = val, y = idx-0.2, s = str(val), color='r', size = 13)
+
+plt.xlabel('Number of Requests')
+plt.ylabel('IP addres of sender')
+plt.title('Number of all reqests')
+
+
+# In[16]:
+
+
+figure(figsize=(12, 7), dpi=80)
+plt.barh(list(dict(data[data.label == 1].src.value_counts()).keys()), dict(data[data.label == 1].src.value_counts()).values(), color='blue')
+
+for idx, val in enumerate(dict(data[data.label == 1].src.value_counts()).values()):
+    plt.text(x = val, y = idx-0.2, s = str(val), color='r', size = 13)
+
+plt.xlabel('Number of Requests')
+plt.ylabel('IP addres of sender')
+plt.title('Number of Attack requests')
+
+
+# In[17]:
+
+
+figure(figsize=(12, 7), dpi=80)
+plt.barh(list(dict(data.src.value_counts()).keys()), dict(data.src.value_counts()).values(), color='lawngreen')
+plt.barh(list(dict(data[data.label == 1].src.value_counts()).keys()), dict(data[data.label == 1].src.value_counts()).values(), color='blue')
+
+for idx, val in enumerate(dict(data.src.value_counts()).values()):
+    plt.text(x = val, y = idx-0.2, s = str(val), color='r', size = 13)
+
+for idx, val in enumerate(dict(data[data.label == 1].src.value_counts()).values()):
+    plt.text(x = val, y = idx-0.2, s = str(val), color='w', size = 13)
+
+
+plt.xlabel('Number of Requests')
+plt.ylabel('IP addres of sender')
+plt.legend(['All','malicious'])
+plt.title('Number of requests from different IP adress')
+
+
+# In[18]:
+
+
+figure(figsize=(10, 6), dpi=80)
+plt.bar(list(dict(data.Protocol.value_counts()).keys()), dict(data.Protocol.value_counts()).values(), color='r')
+plt.bar(list(dict(data[data.label == 1].Protocol.value_counts()).keys()), dict(data[data.label == 1].Protocol.value_counts()).values(), color='b')
+
+plt.text(x = 0 - 0.15, y = 41321 + 200, s = str(41321), color='black', size=17)
+plt.text(x = 1 - 0.15, y = 33588 + 200, s = str(33588), color='black', size=17)
+plt.text(x = 2 - 0.15, y = 29436 + 200, s = str(29436), color='black', size=17)
+
+plt.text(x = 0 - 0.15, y = 9419 + 200, s = str(9419), color='w', size=17)
+plt.text(x = 1 - 0.15, y = 17499 + 200, s = str(17499), color='w', size=17)
+plt.text(x = 2 - 0.15, y = 13866 + 200, s = str(13866), color='w', size=17)
+
+plt.xlabel('Protocol')
+plt.ylabel('Count')
+plt.legend(['All', 'malicious'])
+plt.title('The number of requests from different protocols')
+
+
+# In[19]:
+
+
+df = data.copy()
+
+
+# In[20]:
+
+
+figure(figsize=(8, 4), dpi=80)
+plt.hist(df.dur, bins=20, color='b')
+plt.title('Duration')
+# plt.show()
+
+
+# In[21]:
+
+
+figure(figsize=(8, 4), dpi=80)
+plt.hist(df.tx_bytes, bins=20, color='r')
+plt.title('TX_BYTES - Transmitted Bytes')
+# plt.show()
+
+
+# In[22]:
+
+
+figure(figsize=(8, 4), dpi=80)
+plt.hist(df.tx_kbps, bins=10, color='g')
+plt.title('TX_KBPC')
+# plt.show()
+
+
+# In[23]:
+
+
+plt.hist(df.switch, bins=20, color='r')
+plt.title('SWITCH')
+plt.xlabel('SWITCH')
+# plt.show()
+
+
+# In[24]:
+
+
+plt.hist(df[df['label'] == 1].switch, bins=20, color='r')
+plt.title('SWITCH')
+plt.xlabel('SWITCH')
+# plt.show()
+
+import joblib
+
+class Model:
+    global y
+    def __init__(self, data):
+        self.data = data
+        X = preprocessing.StandardScaler().fit(self.data).transform(self.data)
+        self.X_train, self.X_test, self.y_train, self.y_test = train_test_split(X, y, random_state=42, test_size=0.3)  
+    
+    def LogisticRegression(self):
+        solvers = ['newton-cg', 'lbfgs', 'liblinear', 'sag', 'saga']
+
+        start_time = time.time()
+        results_lr = []
+        accuracy_list = []
+        for solver in solvers:
+            LR = LogisticRegression(C=0.03, solver=solver).fit(self.X_train, self.y_train)
+            predicted_lr = LR.predict(self.X_test)
+            accuracy_lr = accuracy_score(self.y_test, predicted_lr)
+            results_lr.append({'solver' : solver, 'accuracy': str(round(accuracy_lr * 100, 2)) + "%", 
+                                  'Coefficients': {'W' : LR.coef_, 'b': LR.intercept_}})
+            accuracy_list.append(accuracy_lr)
+       
+        solver_name = solvers[accuracy_list.index(max(accuracy_list))]
+        LR = LogisticRegression(C=0.03, solver=solver_name).fit(self.X_train, self.y_train)
+        predicted_lr = LR.predict(self.X_test)
+        accuracy_lr = accuracy_score(self.y_test, predicted_lr)
+        print("Accuracy: %.2f%%" % (accuracy_lr * 100.0), '\n')
+        print("########################################################################")
+        print('Best solver is : ', solver_name)
+        print("########################################################################")
+        print(classification_report(predicted_lr, self.y_test), '\n')
+        print("########################################################################")
+        print("--- %s seconds --- time for LogisticRegression" % (time.time() - start_time))
+        
+        # Save the model
+        joblib.dump(LR, 'logistic_regression_model.pkl')
+        
+    def SupportVectorMachine(self):
+        start_time = time.time()
+        accuracy_list = []
+        result_svm = []
+        kernels = ['linear', 'poly','rbf', 'sigmoid']
+        for kernel in kernels:
+            SVM = svm.SVC(kernel=kernel).fit(self.X_train, self.y_train)
+            predicted_svm = SVM.predict(self.X_test)
+            accuracy_svm = accuracy_score(self.y_test, predicted_svm)
+            result_svm.append({"kernel" : kernel, "accuracy": f"{round(accuracy_svm*100,2)}%"})
+            print("Accuracy: %.2f%%" % round((accuracy_svm * 100.0),2))
+            print('######################################################################')
+            accuracy_list.append(accuracy_svm)
+        
+        kernel_name = kernels[accuracy_list.index(max(accuracy_list))]
+        SVM = svm.SVC(kernel=kernel_name).fit(self.X_train, self.y_train)
+        predicted_svm = SVM.predict(self.X_test)
+        accuracy_svm = accuracy_score(self.y_test, predicted_svm)
+        print(f"Accuracy of SVM model {round(accuracy_svm,2)*100}%", '\n')
+        print("########################################################################")
+        print('best kernel is : ', kernel_name)
+        print("########################################################################")
+        print(classification_report(predicted_svm, self.y_test))
+        print("########################################################################")
+        print("--- %s seconds ---" % (time.time() - start_time))
+        
+        # Save the model
+        joblib.dump(SVM, 'svm_model.pkl')
+        
+    def KNearetsNeighbor(self):
+        start_time = time.time()
+        Ks = 12
+        accuracy_knn = np.zeros((Ks-1))
+        std_acc = np.zeros((Ks-1))
+        for n in range(1,Ks):
+            neigh = KNeighborsClassifier(n_neighbors = n).fit(self.X_train, self.y_train)
+            yhat = neigh.predict(self.X_test)
+            accuracy_knn[n-1] = metrics.accuracy_score(self.y_test, yhat)
+            std_acc[n-1] = np.std(yhat==self.y_test) / np.sqrt(yhat.shape[0])
+
+        plt.figure(figsize=(10,6))
+        plt.plot(range(1,Ks), accuracy_knn, 'g')
+        plt.fill_between(range(1,Ks), accuracy_knn - 1 * std_acc, accuracy_knn + 1 * std_acc, alpha=0.10)
+        plt.fill_between(range(1,Ks), accuracy_knn - 3 * std_acc, accuracy_knn + 3 * std_acc, alpha=0.10, color="green")
+        plt.legend(('Accuracy ', '+/- 1xstd', '+/- 3xstd'))
+        plt.ylabel('Accuracy ')
+        plt.xlabel('Number of Neighbors (K)')
+        plt.tight_layout()
+        # plt.show()
+        
+        knnc = KNeighborsClassifier()
+        knnc_search = GridSearchCV(knnc, param_grid={'n_neighbors': [3, 5, 10],
+                                             'weights': ['uniform', 'distance'],
+                                             'metric': ['euclidean', 'manhattan']},
+                           n_jobs=-1, cv=3, scoring='accuracy', verbose=2)
+        knnc_search.fit(self.X_train, self.y_train)
+        n_neighbors = knnc_search.best_params_['n_neighbors']
+        weights = knnc_search.best_params_['weights']
+        metric = knnc_search.best_params_['metric']
+        KNN = KNeighborsClassifier(n_neighbors=n_neighbors, metric=metric, weights=weights).fit(self.X_train, self.y_train)
+        
+        predicted_knn = KNN.predict(self.X_test)
+        accuracy_knn = metrics.accuracy_score(self.y_test, predicted_knn)
+        print(f"Accuracy of KNN model {round(accuracy_knn,2)*100}%", '\n')
+        print("########################################################################")
+        print(classification_report(predicted_knn, self.y_test))
+        print("########################################################################")
+        print("--- %s seconds ---" % (time.time() - start_time))
+        
+        # Save the model
+        joblib.dump(KNN, 'knn_model.pkl')
+        
+    def DecisionTree(self):
+        start_time = time.time()
+        tree = DecisionTreeClassifier()
+        dt_search = GridSearchCV(tree, param_grid={'criterion' : ['gini', 'entropy'],
+                                           'max_depth' : [2,3,4,5,6,7,8, 9, 10],
+                                           'max_leaf_nodes' : [2,3,4,5,6,7,8,9,10, 11]},
+                           n_jobs=-1, cv=5, scoring='accuracy', verbose=2)
+        dt_search.fit(self.X_train, self.y_train)
+        
+        criterion = dt_search.best_params_['criterion']
+        max_depth = dt_search.best_params_['max_depth']
+        max_leaf_nodes = dt_search.best_params_['max_leaf_nodes']
+        
+        dtree = DecisionTreeClassifier(criterion=criterion, 
+                                       max_depth=max_depth, 
+                                       max_leaf_nodes=max_leaf_nodes).fit(self.X_train, self.y_train)
+        predicted_dt = dtree.predict(self.X_test)
+        accuracy_dt = metrics.accuracy_score(self.y_test, predicted_dt)
+        print(f"criterion: {criterion}, max depth: {max_depth}, max_leaf: {max_leaf_nodes}")
+        print(f"The Accuracy is : {round(accuracy_dt * 100,2)}%")
+        print("########################################################################")
+        print(classification_report(predicted_dt, self.y_test))
+        print("########################################################################")
+        print("--- %s seconds ---" % (time.time() - start_time))
+        
+        # Save the model
+        joblib.dump(dtree, 'decision_tree_model.pkl')
+    
+    def RandomForest(self):
+        start_time = time.time()
+        RF = RandomForestClassifier(criterion='gini', 
+                                     n_estimators=500,
+                                     min_samples_split=10,
+                                     max_features='sqrt',
+                                     oob_score=True,
+                                     random_state=1,
+                                     n_jobs=-1).fit(self.X_train, self.y_train)
+        
+        predicted_rf = RF.predict(self.X_test)
+        svm_accuracy = accuracy_score(self.y_test, predicted_rf)
+        print(f"Accuracy of RF is : {round(svm_accuracy*100,2)}%", '\n')
+        print("########################################################################")
+        print(classification_report(predicted_rf, self.y_test))
+        print("########################################################################")
+        print("--- %s seconds ---" % (time.time() - start_time))
+
+        # Save the model
+        joblib.dump(RF, 'random_forest_model.pkl')
+
+
+"""
+Decision Tree works Well
+Suppert Vector Machine works well
+Logistic Regression works well
+KNN works well
+Random Forest works well
+"""
+
+
+df = data.copy()
+df = df.dropna()
+
+X = df.drop(['dt','src','dst','label'], axis=1)
+y = df.label
+
+X = pd.get_dummies(X)
+
+M = Model(X)
+print(X)
+# Logistic Regression(Without FS)
+# M.LogisticRegression()
+
+# # Support Vector Machine(Without FS)
+# M.SupportVectorMachine()
+
+# # Decision Tree(Without FS)
+# M.DecisionTree()
+
+# # Random Forest Classification(Without FS)
+# M.RandomForest()
+
+
+# M.KNearetsNeighbor()
+
+df1 = data.copy()
+
+
+df1 = df1.dropna()
+
+
+
+df1.columns
+
+
+df1.info()
+
+important_features = [
+    'src',
+    'pktcount',
+    'dst',
+    'byteperflow',
+    'pktperflow',
+    'pktrate',
+    'tot_kbps',
+    'rx_kbps',
+    'flows',
+    'bytecount',
+    'dt',
+    'Protocol',
+    'dur',
+    'tot_dur'
+                      
+]
+
+
+weights = [
+    17.87,
+    15.16,
+    13.64,
+    12.97,
+    11.35,
+    11.35,
+    9.68,
+    9.66,
+    8.95,
+    4.92,
+    2.33,
+    1.31,
+    1.11,
+    1.11
+]
+
+
+weighted_features = pd.DataFrame({'features':important_features,
+                                 'weights':weights})
+weighted_features
+# print(weighted_features)
+
+X = df1[important_features]
+y = df1.label
+
+X = X.drop(['src', 'dst', 'dt'], axis=1)
+
+X.head()
+
+
+# print(X)
+X = pd.get_dummies(X)
+abs(X.corr())
+
+fig, ax = plt.subplots(figsize=(10,7)) 
+sns.heatmap(abs(X.corr()), annot=True)
+
+
+
+
+# ### There some duplicated features and high correlated features
+
+
+
+X = X.drop(['dur', "pktrate", "pktperflow"], axis=1)
+
+# X.columns
+
+fig, ax = plt.subplots(figsize=(10,7)) 
+sns.heatmap(abs(X.corr()), annot=True)
+
+
+X = pd.get_dummies(X)
+
+
+M = Model(X)
+# print(X)
+
+# ## Logistic Regression(With FS)
+# M.LogisticRegression()
+
+# ## Support Vector Machine
+# M.SupportVectorMachine()
+# M.RandomForest()
+
+# M.DecisionTree()
+M.KNearetsNeighbor()

DDoS_predictions.csv

@@ -0,0 +1,16 @@
+pktcount,byteperflow,tot_kbps,rx_kbps,flows,bytecount,tot_dur,Protocol_ICMP,Protocol_TCP,Protocol_UDP,Protocol_HTTP,Protocol_HTTPS,Protocol_SSH,Protocol_DHCP,Protocol_FTP,Protocol_SMTP,Protocol_POP3,Protocol_IMAP,Protocol_DNS,src_ip,dst_ip,probability
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+119,119.0,0.119,0.119,1,119.0,0.077239986,0,0,0,0,0,0,0,0,0,0,0,0,,,1.0
+137,137.0,0.137,0.137,1,137.0,0.322031127,0,0,0,0,0,0,0,0,0,0,0,0,192.168.1.8,208.115.231.58,0.8
+66,66.0,0.066,0.066,1,66.0,0.133880341,0,1,0,0,0,0,0,0,0,0,0,0,208.115.231.58,192.168.1.8,0.6
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build/run/Analysis-00.toc

@@ -0,0 +1,918 @@
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+  ('_tcl_data/tclAppInit.c', '/usr/share/tcltk/tcl8.6/tclAppInit.c', 'DATA'),
+  ('_tcl_data/encoding/cp874.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp874.enc',
+   'DATA'),
+  ('_tcl_data/msgs/es_co.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/es_co.msg',
+   'DATA'),
+  ('_tk_data/ttk/sizegrip.tcl',
+   '/usr/share/tcltk/tk8.6/ttk/sizegrip.tcl',
+   'DATA'),
+  ('_tcl_data/msgs/es_ni.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/es_ni.msg',
+   'DATA'),
+  ('_tcl_data/msgs/de_be.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/de_be.msg',
+   'DATA'),
+  ('_tcl_data/msgs/af_za.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/af_za.msg',
+   'DATA'),
+  ('_tcl_data/msgs/zh.msg', '/usr/share/tcltk/tcl8.6/msgs/zh.msg', 'DATA'),
+  ('_tk_data/msgs/hu.msg', '/usr/share/tcltk/tk8.6/msgs/hu.msg', 'DATA'),
+  ('_tcl_data/encoding/iso8859-5.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/iso8859-5.enc',
+   'DATA'),
+  ('_tcl_data/encoding/iso8859-13.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/iso8859-13.enc',
+   'DATA'),
+  ('_tcl_data/msgs/be.msg', '/usr/share/tcltk/tcl8.6/msgs/be.msg', 'DATA'),
+  ('_tcl_data/msgs/ro.msg', '/usr/share/tcltk/tcl8.6/msgs/ro.msg', 'DATA'),
+  ('_tcl_data/msgs/sq.msg', '/usr/share/tcltk/tcl8.6/msgs/sq.msg', 'DATA'),
+  ('_tcl_data/msgs/is.msg', '/usr/share/tcltk/tcl8.6/msgs/is.msg', 'DATA'),
+  ('_tk_data/images/README', '/usr/share/tcltk/tk8.6/images/README', 'DATA'),
+  ('_tcl_data/msgs/zh_sg.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/zh_sg.msg',
+   'DATA'),
+  ('_tk_data/images/pwrdLogo150.gif',
+   '/usr/share/tcltk/tk8.6/images/pwrdLogo150.gif',
+   'DATA'),
+  ('_tcl_data/msgs/fr_ca.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/fr_ca.msg',
+   'DATA'),
+  ('_tk_data/images/logo.eps',
+   '/usr/share/tcltk/tk8.6/images/logo.eps',
+   'DATA'),
+  ('_tcl_data/msgs/es_pr.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/es_pr.msg',
+   'DATA'),
+  ('_tcl_data/encoding/cp861.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp861.enc',
+   'DATA'),
+  ('_tcl_data/msgs/kl.msg', '/usr/share/tcltk/tcl8.6/msgs/kl.msg', 'DATA'),
+  ('_tcl_data/encoding/symbol.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/symbol.enc',
+   'DATA'),
+  ('_tcl_data/msgs/ga.msg', '/usr/share/tcltk/tcl8.6/msgs/ga.msg', 'DATA'),
+  ('_tk_data/msgs/de.msg', '/usr/share/tcltk/tk8.6/msgs/de.msg', 'DATA'),
+  ('_tcl_data/msgs/eu_es.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/eu_es.msg',
+   'DATA'),
+  ('_tcl_data/msgs/th.msg', '/usr/share/tcltk/tcl8.6/msgs/th.msg', 'DATA'),
+  ('_tcl_data/encoding/iso8859-1.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/iso8859-1.enc',
+   'DATA'),
+  ('_tcl_data/msgs/ms_my.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/ms_my.msg',
+   'DATA'),
+  ('_tcl_data/encoding/iso8859-10.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/iso8859-10.enc',
+   'DATA'),
+  ('_tk_data/ttk/combobox.tcl',
+   '/usr/share/tcltk/tk8.6/ttk/combobox.tcl',
+   'DATA'),
+  ('_tcl_data/msgs/es_pa.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/es_pa.msg',
+   'DATA'),
+  ('_tcl_data/msgs/da.msg', '/usr/share/tcltk/tcl8.6/msgs/da.msg', 'DATA'),
+  ('_tcl_data/msgs/mt.msg', '/usr/share/tcltk/tcl8.6/msgs/mt.msg', 'DATA'),
+  ('_tcl_data/init.tcl', '/usr/share/tcltk/tcl8.6/init.tcl', 'DATA'),
+  ('_tcl_data/tcl8/platform/shell-1.1.4.tm',
+   '/usr/share/tcltk/tcl8.6/tcl8/platform/shell-1.1.4.tm',
+   'DATA'),
+  ('_tcl_data/msgs/zh_cn.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/zh_cn.msg',
+   'DATA'),
+  ('_tk_data/iconlist.tcl', '/usr/share/tcltk/tk8.6/iconlist.tcl', 'DATA'),
+  ('_tcl_data/msgs/bn_in.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/bn_in.msg',
+   'DATA'),
+  ('_tcl_data/msgs/bn.msg', '/usr/share/tcltk/tcl8.6/msgs/bn.msg', 'DATA'),
+  ('_tk_data/msgs/ru.msg', '/usr/share/tcltk/tk8.6/msgs/ru.msg', 'DATA'),
+  ('_tcl_data/opt0.4/optparse.tcl',
+   '/usr/share/tcltk/tcl8.6/opt0.4/optparse.tcl',
+   'DATA'),
+  ('_tk_data/images/logoLarge.gif',
+   '/usr/share/tcltk/tk8.6/images/logoLarge.gif',
+   'DATA'),
+  ('_tcl_data/msgs/fr.msg', '/usr/share/tcltk/tcl8.6/msgs/fr.msg', 'DATA'),
+  ('_tcl_data/encoding/cp866.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp866.enc',
+   'DATA'),
+  ('_tcl_data/msgs/sk.msg', '/usr/share/tcltk/tcl8.6/msgs/sk.msg', 'DATA'),
+  ('_tk_data/ttk/clamTheme.tcl',
+   '/usr/share/tcltk/tk8.6/ttk/clamTheme.tcl',
+   'DATA'),
+  ('_tk_data/msgs/fr.msg', '/usr/share/tcltk/tk8.6/msgs/fr.msg', 'DATA'),
+  ('_tcl_data/msgs/en_nz.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/en_nz.msg',
+   'DATA'),
+  ('_tk_data/images/logoMed.gif',
+   '/usr/share/tcltk/tk8.6/images/logoMed.gif',
+   'DATA'),
+  ('_tk_data/spinbox.tcl', '/usr/share/tcltk/tk8.6/spinbox.tcl', 'DATA'),
+  ('_tk_data/choosedir.tcl', '/usr/share/tcltk/tk8.6/choosedir.tcl', 'DATA'),
+  ('_tk_data/msgs/it.msg', '/usr/share/tcltk/tk8.6/msgs/it.msg', 'DATA'),
+  ('_tcl_data/msgs/ms.msg', '/usr/share/tcltk/tcl8.6/msgs/ms.msg', 'DATA'),
+  ('_tcl_data/msgs/en_bw.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/en_bw.msg',
+   'DATA'),
+  ('_tcl_data/msgs/es_do.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/es_do.msg',
+   'DATA'),
+  ('_tcl_data/auto.tcl', '/usr/share/tcltk/tcl8.6/auto.tcl', 'DATA'),
+  ('_tcl_data/encoding/iso8859-16.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/iso8859-16.enc',
+   'DATA'),
+  ('_tk_data/mkpsenc.tcl', '/usr/share/tcltk/tk8.6/mkpsenc.tcl', 'DATA'),
+  ('_tcl_data/encoding/cp1258.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp1258.enc',
+   'DATA'),
+  ('_tcl_data/tclIndex', '/usr/share/tcltk/tcl8.6/tclIndex', 'DATA'),
+  ('_tk_data/msgs/sv.msg', '/usr/share/tcltk/tk8.6/msgs/sv.msg', 'DATA'),
+  ('_tcl_data/msgs/es_uy.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/es_uy.msg',
+   'DATA'),
+  ('_tcl_data/encoding/cp1251.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp1251.enc',
+   'DATA'),
+  ('_tcl_data/encoding/cp860.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp860.enc',
+   'DATA'),
+  ('_tcl_data/encoding/big5.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/big5.enc',
+   'DATA'),
+  ('_tcl_data/msgs/bg.msg', '/usr/share/tcltk/tcl8.6/msgs/bg.msg', 'DATA'),
+  ('_tcl_data/encoding/jis0212.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/jis0212.enc',
+   'DATA'),
+  ('_tcl_data/msgs/en_ie.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/en_ie.msg',
+   'DATA'),
+  ('_tcl_data/msgs/es_cr.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/es_cr.msg',
+   'DATA'),
+  ('_tk_data/ttk/vistaTheme.tcl',
+   '/usr/share/tcltk/tk8.6/ttk/vistaTheme.tcl',
+   'DATA'),
+  ('_tk_data/ttk/entry.tcl', '/usr/share/tcltk/tk8.6/ttk/entry.tcl', 'DATA'),
+  ('_tcl_data/msgs/kw_gb.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/kw_gb.msg',
+   'DATA'),
+  ('_tk_data/tclIndex', '/usr/share/tcltk/tk8.6/tclIndex', 'DATA'),
+  ('_tk_data/ttk/ttk.tcl', '/usr/share/tcltk/tk8.6/ttk/ttk.tcl', 'DATA'),
+  ('_tcl_data/msgs/fr_be.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/fr_be.msg',
+   'DATA'),
+  ('_tk_data/bgerror.tcl', '/usr/share/tcltk/tk8.6/bgerror.tcl', 'DATA'),
+  ('_tk_data/menu.tcl', '/usr/share/tcltk/tk8.6/menu.tcl', 'DATA'),
+  ('_tcl_data/msgs/de.msg', '/usr/share/tcltk/tcl8.6/msgs/de.msg', 'DATA'),
+  ('_tcl_data/encoding/cp1257.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp1257.enc',
+   'DATA'),
+  ('_tcl_data/msgs/es_ec.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/es_ec.msg',
+   'DATA'),
+  ('_tcl_data/msgs/ta_in.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/ta_in.msg',
+   'DATA'),
+  ('_tk_data/ttk/classicTheme.tcl',
+   '/usr/share/tcltk/tk8.6/ttk/classicTheme.tcl',
+   'DATA'),
+  ('_tcl_data/encoding/jis0201.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/jis0201.enc',
+   'DATA'),
+  ('_tcl_data/encoding/cp855.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp855.enc',
+   'DATA'),
+  ('_tcl_data/msgs/es_py.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/es_py.msg',
+   'DATA'),
+  ('_tcl_data/encoding/cp852.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp852.enc',
+   'DATA'),
+  ('_tk_data/panedwindow.tcl',
+   '/usr/share/tcltk/tk8.6/panedwindow.tcl',
+   'DATA'),
+  ('_tcl_data/encoding/iso8859-6.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/iso8859-6.enc',
+   'DATA'),
+  ('_tk_data/tk.tcl', '/usr/share/tcltk/tk8.6/tk.tcl', 'DATA'),
+  ('_tcl_data/msgs/en_za.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/en_za.msg',
+   'DATA'),
+  ('_tcl_data/opt0.4/pkgIndex.tcl',
+   '/usr/share/tcltk/tcl8.6/opt0.4/pkgIndex.tcl',
+   'DATA'),
+  ('_tcl_data/msgs/id_id.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/id_id.msg',
+   'DATA'),
+  ('_tcl_data/msgs/ar_lb.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/ar_lb.msg',
+   'DATA'),
+  ('_tk_data/msgs/el.msg', '/usr/share/tcltk/tk8.6/msgs/el.msg', 'DATA'),
+  ('_tcl_data/msgs/zh_hk.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/zh_hk.msg',
+   'DATA'),
+  ('_tk_data/ttk/notebook.tcl',
+   '/usr/share/tcltk/tk8.6/ttk/notebook.tcl',
+   'DATA'),
+  ('_tcl_data/msgs/fo.msg', '/usr/share/tcltk/tcl8.6/msgs/fo.msg', 'DATA'),
+  ('_tcl_data/msgs/en_sg.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/en_sg.msg',
+   'DATA'),
+  ('_tcl_data/encoding/cp932.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp932.enc',
+   'DATA'),
+  ('_tcl_data/msgs/pt_br.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/pt_br.msg',
+   'DATA'),
+  ('_tcl_data/encoding/cp869.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp869.enc',
+   'DATA'),
+  ('_tk_data/megawidget.tcl', '/usr/share/tcltk/tk8.6/megawidget.tcl', 'DATA'),
+  ('_tcl_data/msgs/ta.msg', '/usr/share/tcltk/tcl8.6/msgs/ta.msg', 'DATA'),
+  ('_tk_data/obsolete.tcl', '/usr/share/tcltk/tk8.6/obsolete.tcl', 'DATA'),
+  ('_tcl_data/msgs/es_ve.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/es_ve.msg',
+   'DATA'),
+  ('_tk_data/tearoff.tcl', '/usr/share/tcltk/tk8.6/tearoff.tcl', 'DATA'),
+  ('_tcl_data/msgs/de_at.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/de_at.msg',
+   'DATA'),
+  ('_tcl_data/encoding/gb12345.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/gb12345.enc',
+   'DATA'),
+  ('_tcl_data/msgs/ko.msg', '/usr/share/tcltk/tcl8.6/msgs/ko.msg', 'DATA'),
+  ('_tk_data/ttk/scale.tcl', '/usr/share/tcltk/tk8.6/ttk/scale.tcl', 'DATA'),
+  ('_tk_data/focus.tcl', '/usr/share/tcltk/tk8.6/focus.tcl', 'DATA'),
+  ('_tcl_data/msgs/en_in.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/en_in.msg',
+   'DATA'),
+  ('_tcl_data/http1.0/pkgIndex.tcl',
+   '/usr/share/tcltk/tcl8.6/http1.0/pkgIndex.tcl',
+   'DATA'),
+  ('_tcl_data/msgs/ar_sy.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/ar_sy.msg',
+   'DATA'),
+  ('_tcl_data/parray.tcl', '/usr/share/tcltk/tcl8.6/parray.tcl', 'DATA'),
+  ('_tcl_data/encoding/cp864.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp864.enc',
+   'DATA'),
+  ('_tcl_data/encoding/macJapan.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/macJapan.enc',
+   'DATA'),
+  ('_tcl_data/encoding/cp737.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp737.enc',
+   'DATA'),
+  ('_tk_data/ttk/panedwindow.tcl',
+   '/usr/share/tcltk/tk8.6/ttk/panedwindow.tcl',
+   'DATA'),
+  ('_tcl_data/msgs/ja.msg', '/usr/share/tcltk/tcl8.6/msgs/ja.msg', 'DATA'),
+  ('_tcl_data/safe.tcl', '/usr/share/tcltk/tcl8.6/safe.tcl', 'DATA'),
+  ('_tcl_data/encoding/gb2312-raw.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/gb2312-raw.enc',
+   'DATA'),
+  ('_tcl_data/msgs/es_gt.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/es_gt.msg',
+   'DATA'),
+  ('_tk_data/tkfbox.tcl', '/usr/share/tcltk/tk8.6/tkfbox.tcl', 'DATA'),
+  ('_tcl_data/encoding/jis0208.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/jis0208.enc',
+   'DATA'),
+  ('_tcl_data/msgs/sh.msg', '/usr/share/tcltk/tcl8.6/msgs/sh.msg', 'DATA'),
+  ('_tcl_data/tcl8/platform-1.0.18.tm',
+   '/usr/share/tcltk/tcl8.6/tcl8/platform-1.0.18.tm',
+   'DATA'),
+  ('_tcl_data/msgs/sr.msg', '/usr/share/tcltk/tcl8.6/msgs/sr.msg', 'DATA'),
+  ('_tk_data/icons.tcl', '/usr/share/tcltk/tk8.6/icons.tcl', 'DATA'),
+  ('_tcl_data/msgs/mr_in.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/mr_in.msg',
+   'DATA'),
+  ('_tk_data/entry.tcl', '/usr/share/tcltk/tk8.6/entry.tcl', 'DATA'),
+  ('_tcl_data/encoding/iso8859-11.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/iso8859-11.enc',
+   'DATA'),
+  ('_tcl_data/encoding/iso8859-7.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/iso8859-7.enc',
+   'DATA'),
+  ('_tcl_data/msgs/it.msg', '/usr/share/tcltk/tcl8.6/msgs/it.msg', 'DATA'),
+  ('_tcl_data/msgs/sl.msg', '/usr/share/tcltk/tcl8.6/msgs/sl.msg', 'DATA'),
+  ('_tcl_data/encoding/cp437.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp437.enc',
+   'DATA'),
+  ('_tcl_data/msgs/hu.msg', '/usr/share/tcltk/tcl8.6/msgs/hu.msg', 'DATA'),
+  ('_tcl_data/encoding/iso8859-8.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/iso8859-8.enc',
+   'DATA'),
+  ('_tcl_data/word.tcl', '/usr/share/tcltk/tcl8.6/word.tcl', 'DATA'),
+  ('_tcl_data/msgs/ru.msg', '/usr/share/tcltk/tcl8.6/msgs/ru.msg', 'DATA'),
+  ('_tcl_data/msgs/pt.msg', '/usr/share/tcltk/tcl8.6/msgs/pt.msg', 'DATA'),
+  ('_tcl_data/msgs/lt.msg', '/usr/share/tcltk/tcl8.6/msgs/lt.msg', 'DATA'),
+  ('_tcl_data/msgs/hi.msg', '/usr/share/tcltk/tcl8.6/msgs/hi.msg', 'DATA'),
+  ('_tk_data/ttk/menubutton.tcl',
+   '/usr/share/tcltk/tk8.6/ttk/menubutton.tcl',
+   'DATA'),
+  ('_tcl_data/encoding/gb2312.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/gb2312.enc',
+   'DATA'),
+  ('_tcl_data/msgs/ru_ua.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/ru_ua.msg',
+   'DATA'),
+  ('_tk_data/scale.tcl', '/usr/share/tcltk/tk8.6/scale.tcl', 'DATA'),
+  ('_tcl_data/encoding/macCyrillic.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/macCyrillic.enc',
+   'DATA'),
+  ('_tcl_data/msgs/fa_ir.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/fa_ir.msg',
+   'DATA'),
+  ('_tcl_data/tcl8/tcltest-2.5.3.tm',
+   '/usr/share/tcltk/tcl8.6/tcl8/tcltest-2.5.3.tm',
+   'DATA'),
+  ('_tk_data/ttk/treeview.tcl',
+   '/usr/share/tcltk/tk8.6/ttk/treeview.tcl',
+   'DATA'),
+  ('_tcl_data/encoding/iso2022-jp.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/iso2022-jp.enc',
+   'DATA'),
+  ('_tk_data/tkAppInit.c', '/usr/share/tcltk/tk8.6/tkAppInit.c', 'DATA'),
+  ('_tcl_data/msgs/kok.msg', '/usr/share/tcltk/tcl8.6/msgs/kok.msg', 'DATA'),
+  ('_tk_data/msgs/cs.msg', '/usr/share/tcltk/tk8.6/msgs/cs.msg', 'DATA'),
+  ('_tcl_data/tcl8/http-2.9.5.tm',
+   '/usr/share/tcltk/tcl8.6/tcl8/http-2.9.5.tm',
+   'DATA'),
+  ('_tcl_data/msgs/vi.msg', '/usr/share/tcltk/tcl8.6/msgs/vi.msg', 'DATA'),
+  ('_tk_data/clrpick.tcl', '/usr/share/tcltk/tk8.6/clrpick.tcl', 'DATA'),
+  ('_tcl_data/msgs/cs.msg', '/usr/share/tcltk/tcl8.6/msgs/cs.msg', 'DATA'),
+  ('_tcl_data/encoding/koi8-u.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/koi8-u.enc',
+   'DATA'),
+  ('_tcl_data/encoding/cns11643.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cns11643.enc',
+   'DATA'),
+  ('_tcl_data/http1.0/http.tcl',
+   '/usr/share/tcltk/tcl8.6/http1.0/http.tcl',
+   'DATA'),
+  ('_tk_data/msgs/eo.msg', '/usr/share/tcltk/tk8.6/msgs/eo.msg', 'DATA'),
+  ('_tcl_data/msgs/uk.msg', '/usr/share/tcltk/tcl8.6/msgs/uk.msg', 'DATA'),
+  ('_tcl_data/encoding/iso8859-15.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/iso8859-15.enc',
+   'DATA'),
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+  ('_tcl_data/msgs/te.msg', '/usr/share/tcltk/tcl8.6/msgs/te.msg', 'DATA'),
+  ('_tcl_data/encoding/cp863.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp863.enc',
+   'DATA'),
+  ('_tcl_data/msgs/af.msg', '/usr/share/tcltk/tcl8.6/msgs/af.msg', 'DATA'),
+  ('_tcl_data/encoding/cp1254.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp1254.enc',
+   'DATA'),
+  ('_tcl_data/encoding/tis-620.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/tis-620.enc',
+   'DATA'),
+  ('_tk_data/msgs/da.msg', '/usr/share/tcltk/tk8.6/msgs/da.msg', 'DATA'),
+  ('_tcl_data/msgs/en_zw.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/en_zw.msg',
+   'DATA'),
+  ('_tcl_data/msgs/fo_fo.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/fo_fo.msg',
+   'DATA'),
+  ('_tcl_data/msgs/lv.msg', '/usr/share/tcltk/tcl8.6/msgs/lv.msg', 'DATA'),
+  ('_tcl_data/msgs/ar_jo.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/ar_jo.msg',
+   'DATA'),
+  ('_tk_data/msgbox.tcl', '/usr/share/tcltk/tk8.6/msgbox.tcl', 'DATA'),
+  ('_tcl_data/msgs/es_bo.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/es_bo.msg',
+   'DATA'),
+  ('_tcl_data/msgs/eu.msg', '/usr/share/tcltk/tcl8.6/msgs/eu.msg', 'DATA'),
+  ('_tk_data/ttk/progress.tcl',
+   '/usr/share/tcltk/tk8.6/ttk/progress.tcl',
+   'DATA'),
+  ('_tcl_data/encoding/cp850.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp850.enc',
+   'DATA'),
+  ('_tcl_data/msgs/en_au.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/en_au.msg',
+   'DATA'),
+  ('_tcl_data/msgs/ga_ie.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/ga_ie.msg',
+   'DATA'),
+  ('_tk_data/unsupported.tcl',
+   '/usr/share/tcltk/tk8.6/unsupported.tcl',
+   'DATA'),
+  ('_tcl_data/msgs/ko_kr.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/ko_kr.msg',
+   'DATA'),
+  ('_tcl_data/encoding/iso8859-9.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/iso8859-9.enc',
+   'DATA'),
+  ('_tk_data/ttk/xpTheme.tcl',
+   '/usr/share/tcltk/tk8.6/ttk/xpTheme.tcl',
+   'DATA'),
+  ('_tcl_data/msgs/hi_in.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/hi_in.msg',
+   'DATA'),
+  ('_tcl_data/msgs/kl_gl.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/kl_gl.msg',
+   'DATA'),
+  ('_tk_data/images/logo100.gif',
+   '/usr/share/tcltk/tk8.6/images/logo100.gif',
+   'DATA'),
+  ('_tk_data/msgs/pt.msg', '/usr/share/tcltk/tk8.6/msgs/pt.msg', 'DATA'),
+  ('_tcl_data/msgs/fa.msg', '/usr/share/tcltk/tcl8.6/msgs/fa.msg', 'DATA'),
+  ('_tk_data/ttk/spinbox.tcl',
+   '/usr/share/tcltk/tk8.6/ttk/spinbox.tcl',
+   'DATA'),
+  ('_tcl_data/msgs/et.msg', '/usr/share/tcltk/tcl8.6/msgs/et.msg', 'DATA'),
+  ('_tcl_data/encoding/macDingbats.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/macDingbats.enc',
+   'DATA'),
+  ('_tk_data/ttk/altTheme.tcl',
+   '/usr/share/tcltk/tk8.6/ttk/altTheme.tcl',
+   'DATA'),
+  ('_tcl_data/clock.tcl', '/usr/share/tcltk/tcl8.6/clock.tcl', 'DATA'),
+  ('_tcl_data/msgs/id.msg', '/usr/share/tcltk/tcl8.6/msgs/id.msg', 'DATA'),
+  ('_tcl_data/msgs/es_ar.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/es_ar.msg',
+   'DATA'),
+  ('_tcl_data/msgs/nl_be.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/nl_be.msg',
+   'DATA'),
+  ('_tcl_data/encoding/cp1253.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp1253.enc',
+   'DATA'),
+  ('_tk_data/images/logo64.gif',
+   '/usr/share/tcltk/tk8.6/images/logo64.gif',
+   'DATA'),
+  ('_tcl_data/encoding/cp775.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp775.enc',
+   'DATA'),
+  ('_tcl_data/encoding/gb1988.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/gb1988.enc',
+   'DATA'),
+  ('_tk_data/images/pwrdLogo175.gif',
+   '/usr/share/tcltk/tk8.6/images/pwrdLogo175.gif',
+   'DATA'),
+  ('_tcl_data/msgs/ar.msg', '/usr/share/tcltk/tcl8.6/msgs/ar.msg', 'DATA'),
+  ('_tk_data/images/pwrdLogo75.gif',
+   '/usr/share/tcltk/tk8.6/images/pwrdLogo75.gif',
+   'DATA'),
+  ('_tcl_data/encoding/macGreek.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/macGreek.enc',
+   'DATA'),
+  ('_tk_data/ttk/winTheme.tcl',
+   '/usr/share/tcltk/tk8.6/ttk/winTheme.tcl',
+   'DATA'),
+  ('_tcl_data/encoding/shiftjis.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/shiftjis.enc',
+   'DATA'),
+  ('_tcl_data/encoding/koi8-r.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/koi8-r.enc',
+   'DATA'),
+  ('_tk_data/msgs/nl.msg', '/usr/share/tcltk/tk8.6/msgs/nl.msg', 'DATA'),
+  ('_tcl_data/msgs/en_be.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/en_be.msg',
+   'DATA'),
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+   '/usr/share/tcltk/tcl8.6/msgs/es_pe.msg',
+   'DATA'),
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+  ('_tk_data/ttk/defaults.tcl',
+   '/usr/share/tcltk/tk8.6/ttk/defaults.tcl',
+   'DATA'),
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+  ('_tcl_data/msgs/he.msg', '/usr/share/tcltk/tcl8.6/msgs/he.msg', 'DATA'),
+  ('_tk_data/console.tcl', '/usr/share/tcltk/tk8.6/console.tcl', 'DATA'),
+  ('_tcl_data/msgs/es_sv.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/es_sv.msg',
+   'DATA'),
+  ('_tcl_data/encoding/iso8859-14.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/iso8859-14.enc',
+   'DATA'),
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+   '/usr/share/tcltk/tcl8.6/msgs/ar_in.msg',
+   'DATA'),
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+   '/usr/share/tcltk/tcl8.6/msgs/en_ca.msg',
+   'DATA'),
+  ('_tk_data/images/pwrdLogo.eps',
+   '/usr/share/tcltk/tk8.6/images/pwrdLogo.eps',
+   'DATA'),
+  ('_tcl_data/encoding/macThai.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/macThai.enc',
+   'DATA'),
+  ('_tcl_data/msgs/hr.msg', '/usr/share/tcltk/tcl8.6/msgs/hr.msg', 'DATA'),
+  ('_tcl_data/msgs/nb.msg', '/usr/share/tcltk/tcl8.6/msgs/nb.msg', 'DATA'),
+  ('_tk_data/ttk/cursors.tcl',
+   '/usr/share/tcltk/tk8.6/ttk/cursors.tcl',
+   'DATA'),
+  ('_tk_data/text.tcl', '/usr/share/tcltk/tk8.6/text.tcl', 'DATA'),
+  ('_tk_data/ttk/aquaTheme.tcl',
+   '/usr/share/tcltk/tk8.6/ttk/aquaTheme.tcl',
+   'DATA'),
+  ('_tcl_data/msgs/en_ph.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/en_ph.msg',
+   'DATA'),
+  ('_tk_data/xmfbox.tcl', '/usr/share/tcltk/tk8.6/xmfbox.tcl', 'DATA'),
+  ('_tk_data/fontchooser.tcl',
+   '/usr/share/tcltk/tk8.6/fontchooser.tcl',
+   'DATA'),
+  ('_tk_data/button.tcl', '/usr/share/tcltk/tk8.6/button.tcl', 'DATA'),
+  ('_tcl_data/msgs/gv.msg', '/usr/share/tcltk/tcl8.6/msgs/gv.msg', 'DATA'),
+  ('_tcl_data/msgs/nl.msg', '/usr/share/tcltk/tcl8.6/msgs/nl.msg', 'DATA'),
+  ('_tcl_data/msgs/es_mx.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/es_mx.msg',
+   'DATA'),
+  ('_tcl_data/encoding/cp1252.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp1252.enc',
+   'DATA'),
+  ('_tcl_data/encoding/cp1255.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp1255.enc',
+   'DATA'),
+  ('_tcl_data/encoding/macUkraine.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/macUkraine.enc',
+   'DATA'),
+  ('_tcl_data/msgs/gl.msg', '/usr/share/tcltk/tcl8.6/msgs/gl.msg', 'DATA'),
+  ('_tcl_data/msgs/es_cl.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/es_cl.msg',
+   'DATA'),
+  ('_tcl_data/encoding/macIceland.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/macIceland.enc',
+   'DATA'),
+  ('_tcl_data/msgs/el.msg', '/usr/share/tcltk/tcl8.6/msgs/el.msg', 'DATA'),
+  ('_tk_data/safetk.tcl', '/usr/share/tcltk/tk8.6/safetk.tcl', 'DATA')])

build/run/EXE-00.toc

@@ -0,0 +1,819 @@
+('/home/tech4biz-001/Documents/Attack-analysis/Final_DDOS_UBUNTU_Tested/dist/run',
+ True,
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+ [('pyi-contents-directory _internal', '', 'OPTION'),
+  ('PYZ-00.pyz',
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+   'PYZ'),
+  ('struct',
+   '/home/tech4biz-001/Documents/Attack-analysis/Final_DDOS_UBUNTU_Tested/build/run/localpycs/struct.pyc',
+   'PYMODULE'),
+  ('pyimod01_archive',
+   '/home/tech4biz-001/Documents/Attack-analysis/Final_DDOS_UBUNTU_Tested/build/run/localpycs/pyimod01_archive.pyc',
+   'PYMODULE'),
+  ('pyimod02_importers',
+   '/home/tech4biz-001/Documents/Attack-analysis/Final_DDOS_UBUNTU_Tested/build/run/localpycs/pyimod02_importers.pyc',
+   'PYMODULE'),
+  ('pyimod03_ctypes',
+   '/home/tech4biz-001/Documents/Attack-analysis/Final_DDOS_UBUNTU_Tested/build/run/localpycs/pyimod03_ctypes.pyc',
+   'PYMODULE'),
+  ('pyiboot01_bootstrap',
+   '/home/tech4biz-001/.local/lib/python3.10/site-packages/PyInstaller/loader/pyiboot01_bootstrap.py',
+   'PYSOURCE'),
+  ('pyi_rth_inspect',
+   '/home/tech4biz-001/.local/lib/python3.10/site-packages/PyInstaller/hooks/rthooks/pyi_rth_inspect.py',
+   'PYSOURCE'),
+  ('pyi_rth__tkinter',
+   '/home/tech4biz-001/.local/lib/python3.10/site-packages/PyInstaller/hooks/rthooks/pyi_rth__tkinter.py',
+   'PYSOURCE'),
+  ('run',
+   '/home/tech4biz-001/Documents/Attack-analysis/Final_DDOS_UBUNTU_Tested/run.py',
+   'PYSOURCE'),
+  ('libpython3.10.so.1.0',
+   '/lib/x86_64-linux-gnu/libpython3.10.so.1.0',
+   'BINARY'),
+  ('lib-dynload/_contextvars.cpython-310-x86_64-linux-gnu.so',
+   '/usr/lib/python3.10/lib-dynload/_contextvars.cpython-310-x86_64-linux-gnu.so',
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+   '/usr/lib/python3.10/lib-dynload/_hashlib.cpython-310-x86_64-linux-gnu.so',
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+  ('_tcl_data/encoding/euc-cn.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/euc-cn.enc',
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+   '/usr/share/tcltk/tcl8.6/msgs/gv_gb.msg',
+   'DATA'),
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+  ('_tcl_data/msgs/te_in.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/te_in.msg',
+   'DATA'),
+  ('_tcl_data/msgs/en_gb.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/en_gb.msg',
+   'DATA'),
+  ('_tcl_data/msgs/kok_in.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/kok_in.msg',
+   'DATA'),
+  ('_tk_data/images/pwrdLogo200.gif',
+   '/usr/share/tcltk/tk8.6/images/pwrdLogo200.gif',
+   'DATA'),
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+  ('_tcl_data/tcl8/msgcat-1.6.1.tm',
+   '/usr/share/tcltk/tcl8.6/tcl8/msgcat-1.6.1.tm',
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+  ('_tk_data/ttk/utils.tcl', '/usr/share/tcltk/tk8.6/ttk/utils.tcl', 'DATA'),
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+  ('_tk_data/images/pwrdLogo100.gif',
+   '/usr/share/tcltk/tk8.6/images/pwrdLogo100.gif',
+   'DATA'),
+  ('_tcl_data/encoding/macTurkish.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/macTurkish.enc',
+   'DATA'),
+  ('_tk_data/dialog.tcl', '/usr/share/tcltk/tk8.6/dialog.tcl', 'DATA'),
+  ('_tcl_data/encoding/iso2022.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/iso2022.enc',
+   'DATA'),
+  ('_tcl_data/encoding/cp1250.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp1250.enc',
+   'DATA'),
+  ('_tcl_data/encoding/iso8859-4.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/iso8859-4.enc',
+   'DATA'),
+  ('_tcl_data/encoding/cp1256.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp1256.enc',
+   'DATA'),
+  ('_tk_data/msgs/pl.msg', '/usr/share/tcltk/tk8.6/msgs/pl.msg', 'DATA'),
+  ('_tcl_data/msgs/fa_in.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/fa_in.msg',
+   'DATA'),
+  ('_tk_data/msgs/es.msg', '/usr/share/tcltk/tk8.6/msgs/es.msg', 'DATA'),
+  ('_tcl_data/msgs/fr_ch.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/fr_ch.msg',
+   'DATA'),
+  ('_tcl_data/encoding/dingbats.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/dingbats.enc',
+   'DATA'),
+  ('_tk_data/images/tai-ku.gif',
+   '/usr/share/tcltk/tk8.6/images/tai-ku.gif',
+   'DATA'),
+  ('_tcl_data/encoding/macRoman.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/macRoman.enc',
+   'DATA'),
+  ('_tcl_data/encoding/ebcdic.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/ebcdic.enc',
+   'DATA'),
+  ('_tcl_data/history.tcl', '/usr/share/tcltk/tcl8.6/history.tcl', 'DATA'),
+  ('_tcl_data/encoding/iso2022-kr.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/iso2022-kr.enc',
+   'DATA'),
+  ('_tcl_data/encoding/iso8859-2.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/iso8859-2.enc',
+   'DATA'),
+  ('_tcl_data/msgs/en_hk.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/en_hk.msg',
+   'DATA'),
+  ('_tcl_data/encoding/ksc5601.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/ksc5601.enc',
+   'DATA'),
+  ('_tcl_data/msgs/gl_es.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/gl_es.msg',
+   'DATA'),
+  ('_tcl_data/encoding/euc-kr.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/euc-kr.enc',
+   'DATA'),
+  ('_tk_data/palette.tcl', '/usr/share/tcltk/tk8.6/palette.tcl', 'DATA'),
+  ('_tcl_data/encoding/cp865.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp865.enc',
+   'DATA'),
+  ('_tcl_data/msgs/zh_tw.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/zh_tw.msg',
+   'DATA'),
+  ('_tk_data/comdlg.tcl', '/usr/share/tcltk/tk8.6/comdlg.tcl', 'DATA'),
+  ('_tcl_data/encoding/macCentEuro.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/macCentEuro.enc',
+   'DATA'),
+  ('_tcl_data/encoding/cp949.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp949.enc',
+   'DATA'),
+  ('_tcl_data/msgs/es_hn.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/es_hn.msg',
+   'DATA'),
+  ('_tcl_data/encoding/cp862.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp862.enc',
+   'DATA'),
+  ('_tcl_data/msgs/it_ch.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/it_ch.msg',
+   'DATA'),
+  ('_tcl_data/encoding/cp857.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp857.enc',
+   'DATA'),
+  ('_tk_data/ttk/scrollbar.tcl',
+   '/usr/share/tcltk/tk8.6/ttk/scrollbar.tcl',
+   'DATA'),
+  ('_tcl_data/msgs/mr.msg', '/usr/share/tcltk/tcl8.6/msgs/mr.msg', 'DATA'),
+  ('_tk_data/optMenu.tcl', '/usr/share/tcltk/tk8.6/optMenu.tcl', 'DATA'),
+  ('_tcl_data/encoding/cp936.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp936.enc',
+   'DATA'),
+  ('_tcl_data/encoding/cp950.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp950.enc',
+   'DATA'),
+  ('_tcl_data/encoding/macRomania.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/macRomania.enc',
+   'DATA'),
+  ('_tcl_data/package.tcl', '/usr/share/tcltk/tcl8.6/package.tcl', 'DATA'),
+  ('_tcl_data/encoding/macCroatian.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/macCroatian.enc',
+   'DATA'),
+  ('_tcl_data/encoding/euc-jp.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/euc-jp.enc',
+   'DATA'),
+  ('_tcl_data/msgs/ca.msg', '/usr/share/tcltk/tcl8.6/msgs/ca.msg', 'DATA'),
+  ('_tcl_data/encoding/ascii.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/ascii.enc',
+   'DATA'),
+  ('_tk_data/msgs/en.msg', '/usr/share/tcltk/tk8.6/msgs/en.msg', 'DATA'),
+  ('_tcl_data/msgs/sv.msg', '/usr/share/tcltk/tcl8.6/msgs/sv.msg', 'DATA'),
+  ('_tcl_data/tclAppInit.c', '/usr/share/tcltk/tcl8.6/tclAppInit.c', 'DATA'),
+  ('_tcl_data/encoding/cp874.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp874.enc',
+   'DATA'),
+  ('_tcl_data/msgs/es_co.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/es_co.msg',
+   'DATA'),
+  ('_tk_data/ttk/sizegrip.tcl',
+   '/usr/share/tcltk/tk8.6/ttk/sizegrip.tcl',
+   'DATA'),
+  ('_tcl_data/msgs/es_ni.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/es_ni.msg',
+   'DATA'),
+  ('_tcl_data/msgs/de_be.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/de_be.msg',
+   'DATA'),
+  ('_tcl_data/msgs/af_za.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/af_za.msg',
+   'DATA'),
+  ('_tcl_data/msgs/zh.msg', '/usr/share/tcltk/tcl8.6/msgs/zh.msg', 'DATA'),
+  ('_tk_data/msgs/hu.msg', '/usr/share/tcltk/tk8.6/msgs/hu.msg', 'DATA'),
+  ('_tcl_data/encoding/iso8859-5.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/iso8859-5.enc',
+   'DATA'),
+  ('_tcl_data/encoding/iso8859-13.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/iso8859-13.enc',
+   'DATA'),
+  ('_tcl_data/msgs/be.msg', '/usr/share/tcltk/tcl8.6/msgs/be.msg', 'DATA'),
+  ('_tcl_data/msgs/ro.msg', '/usr/share/tcltk/tcl8.6/msgs/ro.msg', 'DATA'),
+  ('_tcl_data/msgs/sq.msg', '/usr/share/tcltk/tcl8.6/msgs/sq.msg', 'DATA'),
+  ('_tcl_data/msgs/is.msg', '/usr/share/tcltk/tcl8.6/msgs/is.msg', 'DATA'),
+  ('_tk_data/images/README', '/usr/share/tcltk/tk8.6/images/README', 'DATA'),
+  ('_tcl_data/msgs/zh_sg.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/zh_sg.msg',
+   'DATA'),
+  ('_tk_data/images/pwrdLogo150.gif',
+   '/usr/share/tcltk/tk8.6/images/pwrdLogo150.gif',
+   'DATA'),
+  ('_tcl_data/msgs/fr_ca.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/fr_ca.msg',
+   'DATA'),
+  ('_tk_data/images/logo.eps',
+   '/usr/share/tcltk/tk8.6/images/logo.eps',
+   'DATA'),
+  ('_tcl_data/msgs/es_pr.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/es_pr.msg',
+   'DATA'),
+  ('_tcl_data/encoding/cp861.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp861.enc',
+   'DATA'),
+  ('_tcl_data/msgs/kl.msg', '/usr/share/tcltk/tcl8.6/msgs/kl.msg', 'DATA'),
+  ('_tcl_data/encoding/symbol.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/symbol.enc',
+   'DATA'),
+  ('_tcl_data/msgs/ga.msg', '/usr/share/tcltk/tcl8.6/msgs/ga.msg', 'DATA'),
+  ('_tk_data/msgs/de.msg', '/usr/share/tcltk/tk8.6/msgs/de.msg', 'DATA'),
+  ('_tcl_data/msgs/eu_es.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/eu_es.msg',
+   'DATA'),
+  ('_tcl_data/msgs/th.msg', '/usr/share/tcltk/tcl8.6/msgs/th.msg', 'DATA'),
+  ('_tcl_data/encoding/iso8859-1.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/iso8859-1.enc',
+   'DATA'),
+  ('_tcl_data/msgs/ms_my.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/ms_my.msg',
+   'DATA'),
+  ('_tcl_data/encoding/iso8859-10.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/iso8859-10.enc',
+   'DATA'),
+  ('_tk_data/ttk/combobox.tcl',
+   '/usr/share/tcltk/tk8.6/ttk/combobox.tcl',
+   'DATA'),
+  ('_tcl_data/msgs/es_pa.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/es_pa.msg',
+   'DATA'),
+  ('_tcl_data/msgs/da.msg', '/usr/share/tcltk/tcl8.6/msgs/da.msg', 'DATA'),
+  ('_tcl_data/msgs/mt.msg', '/usr/share/tcltk/tcl8.6/msgs/mt.msg', 'DATA'),
+  ('_tcl_data/init.tcl', '/usr/share/tcltk/tcl8.6/init.tcl', 'DATA'),
+  ('_tcl_data/tcl8/platform/shell-1.1.4.tm',
+   '/usr/share/tcltk/tcl8.6/tcl8/platform/shell-1.1.4.tm',
+   'DATA'),
+  ('_tcl_data/msgs/zh_cn.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/zh_cn.msg',
+   'DATA'),
+  ('_tk_data/iconlist.tcl', '/usr/share/tcltk/tk8.6/iconlist.tcl', 'DATA'),
+  ('_tcl_data/msgs/bn_in.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/bn_in.msg',
+   'DATA'),
+  ('_tcl_data/msgs/bn.msg', '/usr/share/tcltk/tcl8.6/msgs/bn.msg', 'DATA'),
+  ('_tk_data/msgs/ru.msg', '/usr/share/tcltk/tk8.6/msgs/ru.msg', 'DATA'),
+  ('_tcl_data/opt0.4/optparse.tcl',
+   '/usr/share/tcltk/tcl8.6/opt0.4/optparse.tcl',
+   'DATA'),
+  ('_tk_data/images/logoLarge.gif',
+   '/usr/share/tcltk/tk8.6/images/logoLarge.gif',
+   'DATA'),
+  ('_tcl_data/msgs/fr.msg', '/usr/share/tcltk/tcl8.6/msgs/fr.msg', 'DATA'),
+  ('_tcl_data/encoding/cp866.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp866.enc',
+   'DATA'),
+  ('_tcl_data/msgs/sk.msg', '/usr/share/tcltk/tcl8.6/msgs/sk.msg', 'DATA'),
+  ('_tk_data/ttk/clamTheme.tcl',
+   '/usr/share/tcltk/tk8.6/ttk/clamTheme.tcl',
+   'DATA'),
+  ('_tk_data/msgs/fr.msg', '/usr/share/tcltk/tk8.6/msgs/fr.msg', 'DATA'),
+  ('_tcl_data/msgs/en_nz.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/en_nz.msg',
+   'DATA'),
+  ('_tk_data/images/logoMed.gif',
+   '/usr/share/tcltk/tk8.6/images/logoMed.gif',
+   'DATA'),
+  ('_tk_data/spinbox.tcl', '/usr/share/tcltk/tk8.6/spinbox.tcl', 'DATA'),
+  ('_tk_data/choosedir.tcl', '/usr/share/tcltk/tk8.6/choosedir.tcl', 'DATA'),
+  ('_tk_data/msgs/it.msg', '/usr/share/tcltk/tk8.6/msgs/it.msg', 'DATA'),
+  ('_tcl_data/msgs/ms.msg', '/usr/share/tcltk/tcl8.6/msgs/ms.msg', 'DATA'),
+  ('_tcl_data/msgs/en_bw.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/en_bw.msg',
+   'DATA'),
+  ('_tcl_data/msgs/es_do.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/es_do.msg',
+   'DATA'),
+  ('_tcl_data/auto.tcl', '/usr/share/tcltk/tcl8.6/auto.tcl', 'DATA'),
+  ('_tcl_data/encoding/iso8859-16.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/iso8859-16.enc',
+   'DATA'),
+  ('_tk_data/mkpsenc.tcl', '/usr/share/tcltk/tk8.6/mkpsenc.tcl', 'DATA'),
+  ('_tcl_data/encoding/cp1258.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp1258.enc',
+   'DATA'),
+  ('_tcl_data/tclIndex', '/usr/share/tcltk/tcl8.6/tclIndex', 'DATA'),
+  ('_tk_data/msgs/sv.msg', '/usr/share/tcltk/tk8.6/msgs/sv.msg', 'DATA'),
+  ('_tcl_data/msgs/es_uy.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/es_uy.msg',
+   'DATA'),
+  ('_tcl_data/encoding/cp1251.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp1251.enc',
+   'DATA'),
+  ('_tcl_data/encoding/cp860.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp860.enc',
+   'DATA'),
+  ('_tcl_data/encoding/big5.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/big5.enc',
+   'DATA'),
+  ('_tcl_data/msgs/bg.msg', '/usr/share/tcltk/tcl8.6/msgs/bg.msg', 'DATA'),
+  ('_tcl_data/encoding/jis0212.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/jis0212.enc',
+   'DATA'),
+  ('_tcl_data/msgs/en_ie.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/en_ie.msg',
+   'DATA'),
+  ('_tcl_data/msgs/es_cr.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/es_cr.msg',
+   'DATA'),
+  ('_tk_data/ttk/vistaTheme.tcl',
+   '/usr/share/tcltk/tk8.6/ttk/vistaTheme.tcl',
+   'DATA'),
+  ('_tk_data/ttk/entry.tcl', '/usr/share/tcltk/tk8.6/ttk/entry.tcl', 'DATA'),
+  ('_tcl_data/msgs/kw_gb.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/kw_gb.msg',
+   'DATA'),
+  ('_tk_data/tclIndex', '/usr/share/tcltk/tk8.6/tclIndex', 'DATA'),
+  ('_tk_data/ttk/ttk.tcl', '/usr/share/tcltk/tk8.6/ttk/ttk.tcl', 'DATA'),
+  ('_tcl_data/msgs/fr_be.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/fr_be.msg',
+   'DATA'),
+  ('_tk_data/bgerror.tcl', '/usr/share/tcltk/tk8.6/bgerror.tcl', 'DATA'),
+  ('_tk_data/menu.tcl', '/usr/share/tcltk/tk8.6/menu.tcl', 'DATA'),
+  ('_tcl_data/msgs/de.msg', '/usr/share/tcltk/tcl8.6/msgs/de.msg', 'DATA'),
+  ('_tcl_data/encoding/cp1257.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp1257.enc',
+   'DATA'),
+  ('_tcl_data/msgs/es_ec.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/es_ec.msg',
+   'DATA'),
+  ('_tcl_data/msgs/ta_in.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/ta_in.msg',
+   'DATA'),
+  ('_tk_data/ttk/classicTheme.tcl',
+   '/usr/share/tcltk/tk8.6/ttk/classicTheme.tcl',
+   'DATA'),
+  ('_tcl_data/encoding/jis0201.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/jis0201.enc',
+   'DATA'),
+  ('_tcl_data/encoding/cp855.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp855.enc',
+   'DATA'),
+  ('_tcl_data/msgs/es_py.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/es_py.msg',
+   'DATA'),
+  ('_tcl_data/encoding/cp852.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp852.enc',
+   'DATA'),
+  ('_tk_data/panedwindow.tcl',
+   '/usr/share/tcltk/tk8.6/panedwindow.tcl',
+   'DATA'),
+  ('_tcl_data/encoding/iso8859-6.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/iso8859-6.enc',
+   'DATA'),
+  ('_tk_data/tk.tcl', '/usr/share/tcltk/tk8.6/tk.tcl', 'DATA'),
+  ('_tcl_data/msgs/en_za.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/en_za.msg',
+   'DATA'),
+  ('_tcl_data/opt0.4/pkgIndex.tcl',
+   '/usr/share/tcltk/tcl8.6/opt0.4/pkgIndex.tcl',
+   'DATA'),
+  ('_tcl_data/msgs/id_id.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/id_id.msg',
+   'DATA'),
+  ('_tcl_data/msgs/ar_lb.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/ar_lb.msg',
+   'DATA'),
+  ('_tk_data/msgs/el.msg', '/usr/share/tcltk/tk8.6/msgs/el.msg', 'DATA'),
+  ('_tcl_data/msgs/zh_hk.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/zh_hk.msg',
+   'DATA'),
+  ('_tk_data/ttk/notebook.tcl',
+   '/usr/share/tcltk/tk8.6/ttk/notebook.tcl',
+   'DATA'),
+  ('_tcl_data/msgs/fo.msg', '/usr/share/tcltk/tcl8.6/msgs/fo.msg', 'DATA'),
+  ('_tcl_data/msgs/en_sg.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/en_sg.msg',
+   'DATA'),
+  ('_tcl_data/encoding/cp932.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp932.enc',
+   'DATA'),
+  ('_tcl_data/msgs/pt_br.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/pt_br.msg',
+   'DATA'),
+  ('_tcl_data/encoding/cp869.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp869.enc',
+   'DATA'),
+  ('_tk_data/megawidget.tcl', '/usr/share/tcltk/tk8.6/megawidget.tcl', 'DATA'),
+  ('_tcl_data/msgs/ta.msg', '/usr/share/tcltk/tcl8.6/msgs/ta.msg', 'DATA'),
+  ('_tk_data/obsolete.tcl', '/usr/share/tcltk/tk8.6/obsolete.tcl', 'DATA'),
+  ('_tcl_data/msgs/es_ve.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/es_ve.msg',
+   'DATA'),
+  ('_tk_data/tearoff.tcl', '/usr/share/tcltk/tk8.6/tearoff.tcl', 'DATA'),
+  ('_tcl_data/msgs/de_at.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/de_at.msg',
+   'DATA'),
+  ('_tcl_data/encoding/gb12345.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/gb12345.enc',
+   'DATA'),
+  ('_tcl_data/msgs/ko.msg', '/usr/share/tcltk/tcl8.6/msgs/ko.msg', 'DATA'),
+  ('_tk_data/ttk/scale.tcl', '/usr/share/tcltk/tk8.6/ttk/scale.tcl', 'DATA'),
+  ('_tk_data/focus.tcl', '/usr/share/tcltk/tk8.6/focus.tcl', 'DATA'),
+  ('_tcl_data/msgs/en_in.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/en_in.msg',
+   'DATA'),
+  ('_tcl_data/http1.0/pkgIndex.tcl',
+   '/usr/share/tcltk/tcl8.6/http1.0/pkgIndex.tcl',
+   'DATA'),
+  ('_tcl_data/msgs/ar_sy.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/ar_sy.msg',
+   'DATA'),
+  ('_tcl_data/parray.tcl', '/usr/share/tcltk/tcl8.6/parray.tcl', 'DATA'),
+  ('_tcl_data/encoding/cp864.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp864.enc',
+   'DATA'),
+  ('_tcl_data/encoding/macJapan.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/macJapan.enc',
+   'DATA'),
+  ('_tcl_data/encoding/cp737.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp737.enc',
+   'DATA'),
+  ('_tk_data/ttk/panedwindow.tcl',
+   '/usr/share/tcltk/tk8.6/ttk/panedwindow.tcl',
+   'DATA'),
+  ('_tcl_data/msgs/ja.msg', '/usr/share/tcltk/tcl8.6/msgs/ja.msg', 'DATA'),
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+   '/usr/share/tcltk/tcl8.6/msgs/fr_be.msg',
+   'DATA'),
+  ('_tk_data/bgerror.tcl', '/usr/share/tcltk/tk8.6/bgerror.tcl', 'DATA'),
+  ('_tk_data/menu.tcl', '/usr/share/tcltk/tk8.6/menu.tcl', 'DATA'),
+  ('_tcl_data/msgs/de.msg', '/usr/share/tcltk/tcl8.6/msgs/de.msg', 'DATA'),
+  ('_tcl_data/encoding/cp1257.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp1257.enc',
+   'DATA'),
+  ('_tcl_data/msgs/es_ec.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/es_ec.msg',
+   'DATA'),
+  ('_tcl_data/msgs/ta_in.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/ta_in.msg',
+   'DATA'),
+  ('_tk_data/ttk/classicTheme.tcl',
+   '/usr/share/tcltk/tk8.6/ttk/classicTheme.tcl',
+   'DATA'),
+  ('_tcl_data/encoding/jis0201.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/jis0201.enc',
+   'DATA'),
+  ('_tcl_data/encoding/cp855.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp855.enc',
+   'DATA'),
+  ('_tcl_data/msgs/es_py.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/es_py.msg',
+   'DATA'),
+  ('_tcl_data/encoding/cp852.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp852.enc',
+   'DATA'),
+  ('_tk_data/panedwindow.tcl',
+   '/usr/share/tcltk/tk8.6/panedwindow.tcl',
+   'DATA'),
+  ('_tcl_data/encoding/iso8859-6.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/iso8859-6.enc',
+   'DATA'),
+  ('_tk_data/tk.tcl', '/usr/share/tcltk/tk8.6/tk.tcl', 'DATA'),
+  ('_tcl_data/msgs/en_za.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/en_za.msg',
+   'DATA'),
+  ('_tcl_data/opt0.4/pkgIndex.tcl',
+   '/usr/share/tcltk/tcl8.6/opt0.4/pkgIndex.tcl',
+   'DATA'),
+  ('_tcl_data/msgs/id_id.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/id_id.msg',
+   'DATA'),
+  ('_tcl_data/msgs/ar_lb.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/ar_lb.msg',
+   'DATA'),
+  ('_tk_data/msgs/el.msg', '/usr/share/tcltk/tk8.6/msgs/el.msg', 'DATA'),
+  ('_tcl_data/msgs/zh_hk.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/zh_hk.msg',
+   'DATA'),
+  ('_tk_data/ttk/notebook.tcl',
+   '/usr/share/tcltk/tk8.6/ttk/notebook.tcl',
+   'DATA'),
+  ('_tcl_data/msgs/fo.msg', '/usr/share/tcltk/tcl8.6/msgs/fo.msg', 'DATA'),
+  ('_tcl_data/msgs/en_sg.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/en_sg.msg',
+   'DATA'),
+  ('_tcl_data/encoding/cp932.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp932.enc',
+   'DATA'),
+  ('_tcl_data/msgs/pt_br.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/pt_br.msg',
+   'DATA'),
+  ('_tcl_data/encoding/cp869.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp869.enc',
+   'DATA'),
+  ('_tk_data/megawidget.tcl', '/usr/share/tcltk/tk8.6/megawidget.tcl', 'DATA'),
+  ('_tcl_data/msgs/ta.msg', '/usr/share/tcltk/tcl8.6/msgs/ta.msg', 'DATA'),
+  ('_tk_data/obsolete.tcl', '/usr/share/tcltk/tk8.6/obsolete.tcl', 'DATA'),
+  ('_tcl_data/msgs/es_ve.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/es_ve.msg',
+   'DATA'),
+  ('_tk_data/tearoff.tcl', '/usr/share/tcltk/tk8.6/tearoff.tcl', 'DATA'),
+  ('_tcl_data/msgs/de_at.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/de_at.msg',
+   'DATA'),
+  ('_tcl_data/encoding/gb12345.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/gb12345.enc',
+   'DATA'),
+  ('_tcl_data/msgs/ko.msg', '/usr/share/tcltk/tcl8.6/msgs/ko.msg', 'DATA'),
+  ('_tk_data/ttk/scale.tcl', '/usr/share/tcltk/tk8.6/ttk/scale.tcl', 'DATA'),
+  ('_tk_data/focus.tcl', '/usr/share/tcltk/tk8.6/focus.tcl', 'DATA'),
+  ('_tcl_data/msgs/en_in.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/en_in.msg',
+   'DATA'),
+  ('_tcl_data/http1.0/pkgIndex.tcl',
+   '/usr/share/tcltk/tcl8.6/http1.0/pkgIndex.tcl',
+   'DATA'),
+  ('_tcl_data/msgs/ar_sy.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/ar_sy.msg',
+   'DATA'),
+  ('_tcl_data/parray.tcl', '/usr/share/tcltk/tcl8.6/parray.tcl', 'DATA'),
+  ('_tcl_data/encoding/cp864.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp864.enc',
+   'DATA'),
+  ('_tcl_data/encoding/macJapan.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/macJapan.enc',
+   'DATA'),
+  ('_tcl_data/encoding/cp737.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp737.enc',
+   'DATA'),
+  ('_tk_data/ttk/panedwindow.tcl',
+   '/usr/share/tcltk/tk8.6/ttk/panedwindow.tcl',
+   'DATA'),
+  ('_tcl_data/msgs/ja.msg', '/usr/share/tcltk/tcl8.6/msgs/ja.msg', 'DATA'),
+  ('_tcl_data/safe.tcl', '/usr/share/tcltk/tcl8.6/safe.tcl', 'DATA'),
+  ('_tcl_data/encoding/gb2312-raw.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/gb2312-raw.enc',
+   'DATA'),
+  ('_tcl_data/msgs/es_gt.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/es_gt.msg',
+   'DATA'),
+  ('_tk_data/tkfbox.tcl', '/usr/share/tcltk/tk8.6/tkfbox.tcl', 'DATA'),
+  ('_tcl_data/encoding/jis0208.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/jis0208.enc',
+   'DATA'),
+  ('_tcl_data/msgs/sh.msg', '/usr/share/tcltk/tcl8.6/msgs/sh.msg', 'DATA'),
+  ('_tcl_data/tcl8/platform-1.0.18.tm',
+   '/usr/share/tcltk/tcl8.6/tcl8/platform-1.0.18.tm',
+   'DATA'),
+  ('_tcl_data/msgs/sr.msg', '/usr/share/tcltk/tcl8.6/msgs/sr.msg', 'DATA'),
+  ('_tk_data/icons.tcl', '/usr/share/tcltk/tk8.6/icons.tcl', 'DATA'),
+  ('_tcl_data/msgs/mr_in.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/mr_in.msg',
+   'DATA'),
+  ('_tk_data/entry.tcl', '/usr/share/tcltk/tk8.6/entry.tcl', 'DATA'),
+  ('_tcl_data/encoding/iso8859-11.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/iso8859-11.enc',
+   'DATA'),
+  ('_tcl_data/encoding/iso8859-7.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/iso8859-7.enc',
+   'DATA'),
+  ('_tcl_data/msgs/it.msg', '/usr/share/tcltk/tcl8.6/msgs/it.msg', 'DATA'),
+  ('_tcl_data/msgs/sl.msg', '/usr/share/tcltk/tcl8.6/msgs/sl.msg', 'DATA'),
+  ('_tcl_data/encoding/cp437.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp437.enc',
+   'DATA'),
+  ('_tcl_data/msgs/hu.msg', '/usr/share/tcltk/tcl8.6/msgs/hu.msg', 'DATA'),
+  ('_tcl_data/encoding/iso8859-8.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/iso8859-8.enc',
+   'DATA'),
+  ('_tcl_data/word.tcl', '/usr/share/tcltk/tcl8.6/word.tcl', 'DATA'),
+  ('_tcl_data/msgs/ru.msg', '/usr/share/tcltk/tcl8.6/msgs/ru.msg', 'DATA'),
+  ('_tcl_data/msgs/pt.msg', '/usr/share/tcltk/tcl8.6/msgs/pt.msg', 'DATA'),
+  ('_tcl_data/msgs/lt.msg', '/usr/share/tcltk/tcl8.6/msgs/lt.msg', 'DATA'),
+  ('_tcl_data/msgs/hi.msg', '/usr/share/tcltk/tcl8.6/msgs/hi.msg', 'DATA'),
+  ('_tk_data/ttk/menubutton.tcl',
+   '/usr/share/tcltk/tk8.6/ttk/menubutton.tcl',
+   'DATA'),
+  ('_tcl_data/encoding/gb2312.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/gb2312.enc',
+   'DATA'),
+  ('_tcl_data/msgs/ru_ua.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/ru_ua.msg',
+   'DATA'),
+  ('_tk_data/scale.tcl', '/usr/share/tcltk/tk8.6/scale.tcl', 'DATA'),
+  ('_tcl_data/encoding/macCyrillic.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/macCyrillic.enc',
+   'DATA'),
+  ('_tcl_data/msgs/fa_ir.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/fa_ir.msg',
+   'DATA'),
+  ('_tcl_data/tcl8/tcltest-2.5.3.tm',
+   '/usr/share/tcltk/tcl8.6/tcl8/tcltest-2.5.3.tm',
+   'DATA'),
+  ('_tk_data/ttk/treeview.tcl',
+   '/usr/share/tcltk/tk8.6/ttk/treeview.tcl',
+   'DATA'),
+  ('_tcl_data/encoding/iso2022-jp.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/iso2022-jp.enc',
+   'DATA'),
+  ('_tk_data/tkAppInit.c', '/usr/share/tcltk/tk8.6/tkAppInit.c', 'DATA'),
+  ('_tcl_data/msgs/kok.msg', '/usr/share/tcltk/tcl8.6/msgs/kok.msg', 'DATA'),
+  ('_tk_data/msgs/cs.msg', '/usr/share/tcltk/tk8.6/msgs/cs.msg', 'DATA'),
+  ('_tcl_data/tcl8/http-2.9.5.tm',
+   '/usr/share/tcltk/tcl8.6/tcl8/http-2.9.5.tm',
+   'DATA'),
+  ('_tcl_data/msgs/vi.msg', '/usr/share/tcltk/tcl8.6/msgs/vi.msg', 'DATA'),
+  ('_tk_data/clrpick.tcl', '/usr/share/tcltk/tk8.6/clrpick.tcl', 'DATA'),
+  ('_tcl_data/msgs/cs.msg', '/usr/share/tcltk/tcl8.6/msgs/cs.msg', 'DATA'),
+  ('_tcl_data/encoding/koi8-u.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/koi8-u.enc',
+   'DATA'),
+  ('_tcl_data/encoding/cns11643.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cns11643.enc',
+   'DATA'),
+  ('_tcl_data/http1.0/http.tcl',
+   '/usr/share/tcltk/tcl8.6/http1.0/http.tcl',
+   'DATA'),
+  ('_tk_data/msgs/eo.msg', '/usr/share/tcltk/tk8.6/msgs/eo.msg', 'DATA'),
+  ('_tcl_data/msgs/uk.msg', '/usr/share/tcltk/tcl8.6/msgs/uk.msg', 'DATA'),
+  ('_tcl_data/encoding/iso8859-15.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/iso8859-15.enc',
+   'DATA'),
+  ('_tcl_data/msgs/kw.msg', '/usr/share/tcltk/tcl8.6/msgs/kw.msg', 'DATA'),
+  ('_tk_data/ttk/fonts.tcl', '/usr/share/tcltk/tk8.6/ttk/fonts.tcl', 'DATA'),
+  ('_tcl_data/msgs/te.msg', '/usr/share/tcltk/tcl8.6/msgs/te.msg', 'DATA'),
+  ('_tcl_data/encoding/cp863.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp863.enc',
+   'DATA'),
+  ('_tcl_data/msgs/af.msg', '/usr/share/tcltk/tcl8.6/msgs/af.msg', 'DATA'),
+  ('_tcl_data/encoding/cp1254.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp1254.enc',
+   'DATA'),
+  ('_tcl_data/encoding/tis-620.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/tis-620.enc',
+   'DATA'),
+  ('_tk_data/msgs/da.msg', '/usr/share/tcltk/tk8.6/msgs/da.msg', 'DATA'),
+  ('_tcl_data/msgs/en_zw.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/en_zw.msg',
+   'DATA'),
+  ('_tcl_data/msgs/fo_fo.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/fo_fo.msg',
+   'DATA'),
+  ('_tcl_data/msgs/lv.msg', '/usr/share/tcltk/tcl8.6/msgs/lv.msg', 'DATA'),
+  ('_tcl_data/msgs/ar_jo.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/ar_jo.msg',
+   'DATA'),
+  ('_tk_data/msgbox.tcl', '/usr/share/tcltk/tk8.6/msgbox.tcl', 'DATA'),
+  ('_tcl_data/msgs/es_bo.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/es_bo.msg',
+   'DATA'),
+  ('_tcl_data/msgs/eu.msg', '/usr/share/tcltk/tcl8.6/msgs/eu.msg', 'DATA'),
+  ('_tk_data/ttk/progress.tcl',
+   '/usr/share/tcltk/tk8.6/ttk/progress.tcl',
+   'DATA'),
+  ('_tcl_data/encoding/cp850.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp850.enc',
+   'DATA'),
+  ('_tcl_data/msgs/en_au.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/en_au.msg',
+   'DATA'),
+  ('_tcl_data/msgs/ga_ie.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/ga_ie.msg',
+   'DATA'),
+  ('_tk_data/unsupported.tcl',
+   '/usr/share/tcltk/tk8.6/unsupported.tcl',
+   'DATA'),
+  ('_tcl_data/msgs/ko_kr.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/ko_kr.msg',
+   'DATA'),
+  ('_tcl_data/encoding/iso8859-9.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/iso8859-9.enc',
+   'DATA'),
+  ('_tk_data/ttk/xpTheme.tcl',
+   '/usr/share/tcltk/tk8.6/ttk/xpTheme.tcl',
+   'DATA'),
+  ('_tcl_data/msgs/hi_in.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/hi_in.msg',
+   'DATA'),
+  ('_tcl_data/msgs/kl_gl.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/kl_gl.msg',
+   'DATA'),
+  ('_tk_data/images/logo100.gif',
+   '/usr/share/tcltk/tk8.6/images/logo100.gif',
+   'DATA'),
+  ('_tk_data/msgs/pt.msg', '/usr/share/tcltk/tk8.6/msgs/pt.msg', 'DATA'),
+  ('_tcl_data/msgs/fa.msg', '/usr/share/tcltk/tcl8.6/msgs/fa.msg', 'DATA'),
+  ('_tk_data/ttk/spinbox.tcl',
+   '/usr/share/tcltk/tk8.6/ttk/spinbox.tcl',
+   'DATA'),
+  ('_tcl_data/msgs/et.msg', '/usr/share/tcltk/tcl8.6/msgs/et.msg', 'DATA'),
+  ('_tcl_data/encoding/macDingbats.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/macDingbats.enc',
+   'DATA'),
+  ('_tk_data/ttk/altTheme.tcl',
+   '/usr/share/tcltk/tk8.6/ttk/altTheme.tcl',
+   'DATA'),
+  ('_tcl_data/clock.tcl', '/usr/share/tcltk/tcl8.6/clock.tcl', 'DATA'),
+  ('_tcl_data/msgs/id.msg', '/usr/share/tcltk/tcl8.6/msgs/id.msg', 'DATA'),
+  ('_tcl_data/msgs/es_ar.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/es_ar.msg',
+   'DATA'),
+  ('_tcl_data/msgs/nl_be.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/nl_be.msg',
+   'DATA'),
+  ('_tcl_data/encoding/cp1253.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp1253.enc',
+   'DATA'),
+  ('_tk_data/images/logo64.gif',
+   '/usr/share/tcltk/tk8.6/images/logo64.gif',
+   'DATA'),
+  ('_tcl_data/encoding/cp775.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp775.enc',
+   'DATA'),
+  ('_tcl_data/encoding/gb1988.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/gb1988.enc',
+   'DATA'),
+  ('_tk_data/images/pwrdLogo175.gif',
+   '/usr/share/tcltk/tk8.6/images/pwrdLogo175.gif',
+   'DATA'),
+  ('_tcl_data/msgs/ar.msg', '/usr/share/tcltk/tcl8.6/msgs/ar.msg', 'DATA'),
+  ('_tk_data/images/pwrdLogo75.gif',
+   '/usr/share/tcltk/tk8.6/images/pwrdLogo75.gif',
+   'DATA'),
+  ('_tcl_data/encoding/macGreek.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/macGreek.enc',
+   'DATA'),
+  ('_tk_data/ttk/winTheme.tcl',
+   '/usr/share/tcltk/tk8.6/ttk/winTheme.tcl',
+   'DATA'),
+  ('_tcl_data/encoding/shiftjis.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/shiftjis.enc',
+   'DATA'),
+  ('_tcl_data/encoding/koi8-r.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/koi8-r.enc',
+   'DATA'),
+  ('_tk_data/msgs/nl.msg', '/usr/share/tcltk/tk8.6/msgs/nl.msg', 'DATA'),
+  ('_tcl_data/msgs/en_be.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/en_be.msg',
+   'DATA'),
+  ('_tcl_data/msgs/es_pe.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/es_pe.msg',
+   'DATA'),
+  ('_tk_data/scrlbar.tcl', '/usr/share/tcltk/tk8.6/scrlbar.tcl', 'DATA'),
+  ('_tk_data/ttk/defaults.tcl',
+   '/usr/share/tcltk/tk8.6/ttk/defaults.tcl',
+   'DATA'),
+  ('_tcl_data/tm.tcl', '/usr/share/tcltk/tcl8.6/tm.tcl', 'DATA'),
+  ('_tcl_data/msgs/he.msg', '/usr/share/tcltk/tcl8.6/msgs/he.msg', 'DATA'),
+  ('_tk_data/console.tcl', '/usr/share/tcltk/tk8.6/console.tcl', 'DATA'),
+  ('_tcl_data/msgs/es_sv.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/es_sv.msg',
+   'DATA'),
+  ('_tcl_data/encoding/iso8859-14.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/iso8859-14.enc',
+   'DATA'),
+  ('_tcl_data/msgs/ar_in.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/ar_in.msg',
+   'DATA'),
+  ('_tcl_data/msgs/en_ca.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/en_ca.msg',
+   'DATA'),
+  ('_tk_data/images/pwrdLogo.eps',
+   '/usr/share/tcltk/tk8.6/images/pwrdLogo.eps',
+   'DATA'),
+  ('_tcl_data/encoding/macThai.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/macThai.enc',
+   'DATA'),
+  ('_tcl_data/msgs/hr.msg', '/usr/share/tcltk/tcl8.6/msgs/hr.msg', 'DATA'),
+  ('_tcl_data/msgs/nb.msg', '/usr/share/tcltk/tcl8.6/msgs/nb.msg', 'DATA'),
+  ('_tk_data/ttk/cursors.tcl',
+   '/usr/share/tcltk/tk8.6/ttk/cursors.tcl',
+   'DATA'),
+  ('_tk_data/text.tcl', '/usr/share/tcltk/tk8.6/text.tcl', 'DATA'),
+  ('_tk_data/ttk/aquaTheme.tcl',
+   '/usr/share/tcltk/tk8.6/ttk/aquaTheme.tcl',
+   'DATA'),
+  ('_tcl_data/msgs/en_ph.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/en_ph.msg',
+   'DATA'),
+  ('_tk_data/xmfbox.tcl', '/usr/share/tcltk/tk8.6/xmfbox.tcl', 'DATA'),
+  ('_tk_data/fontchooser.tcl',
+   '/usr/share/tcltk/tk8.6/fontchooser.tcl',
+   'DATA'),
+  ('_tk_data/button.tcl', '/usr/share/tcltk/tk8.6/button.tcl', 'DATA'),
+  ('_tcl_data/msgs/gv.msg', '/usr/share/tcltk/tcl8.6/msgs/gv.msg', 'DATA'),
+  ('_tcl_data/msgs/nl.msg', '/usr/share/tcltk/tcl8.6/msgs/nl.msg', 'DATA'),
+  ('_tcl_data/msgs/es_mx.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/es_mx.msg',
+   'DATA'),
+  ('_tcl_data/encoding/cp1252.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp1252.enc',
+   'DATA'),
+  ('_tcl_data/encoding/cp1255.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/cp1255.enc',
+   'DATA'),
+  ('_tcl_data/encoding/macUkraine.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/macUkraine.enc',
+   'DATA'),
+  ('_tcl_data/msgs/gl.msg', '/usr/share/tcltk/tcl8.6/msgs/gl.msg', 'DATA'),
+  ('_tcl_data/msgs/es_cl.msg',
+   '/usr/share/tcltk/tcl8.6/msgs/es_cl.msg',
+   'DATA'),
+  ('_tcl_data/encoding/macIceland.enc',
+   '/usr/share/tcltk/tcl8.6/encoding/macIceland.enc',
+   'DATA'),
+  ('_tcl_data/msgs/el.msg', '/usr/share/tcltk/tcl8.6/msgs/el.msg', 'DATA'),
+  ('_tk_data/safetk.tcl', '/usr/share/tcltk/tk8.6/safetk.tcl', 'DATA')],
+ 'libpython3.10.so.1.0',
+ False,
+ False,
+ False,
+ [],
+ None,
+ None,
+ None)

build/run/PYZ-00.toc

@@ -0,0 +1,124 @@
+('/home/tech4biz-001/Documents/Attack-analysis/Final_DDOS_UBUNTU_Tested/build/run/PYZ-00.pyz',
+ [('_compat_pickle', '/usr/lib/python3.10/_compat_pickle.py', 'PYMODULE'),
+  ('_compression', '/usr/lib/python3.10/_compression.py', 'PYMODULE'),
+  ('_py_abc', '/usr/lib/python3.10/_py_abc.py', 'PYMODULE'),
+  ('_pydecimal', '/usr/lib/python3.10/_pydecimal.py', 'PYMODULE'),
+  ('_strptime', '/usr/lib/python3.10/_strptime.py', 'PYMODULE'),
+  ('_threading_local', '/usr/lib/python3.10/_threading_local.py', 'PYMODULE'),
+  ('argparse', '/usr/lib/python3.10/argparse.py', 'PYMODULE'),
+  ('ast', '/usr/lib/python3.10/ast.py', 'PYMODULE'),
+  ('base64', '/usr/lib/python3.10/base64.py', 'PYMODULE'),
+  ('bisect', '/usr/lib/python3.10/bisect.py', 'PYMODULE'),
+  ('bz2', '/usr/lib/python3.10/bz2.py', 'PYMODULE'),
+  ('calendar', '/usr/lib/python3.10/calendar.py', 'PYMODULE'),
+  ('contextlib', '/usr/lib/python3.10/contextlib.py', 'PYMODULE'),
+  ('contextvars', '/usr/lib/python3.10/contextvars.py', 'PYMODULE'),
+  ('copy', '/usr/lib/python3.10/copy.py', 'PYMODULE'),
+  ('csv', '/usr/lib/python3.10/csv.py', 'PYMODULE'),
+  ('dataclasses', '/usr/lib/python3.10/dataclasses.py', 'PYMODULE'),
+  ('datetime', '/usr/lib/python3.10/datetime.py', 'PYMODULE'),
+  ('decimal', '/usr/lib/python3.10/decimal.py', 'PYMODULE'),
+  ('dis', '/usr/lib/python3.10/dis.py', 'PYMODULE'),
+  ('email', '/usr/lib/python3.10/email/__init__.py', 'PYMODULE'),
+  ('email._encoded_words',
+   '/usr/lib/python3.10/email/_encoded_words.py',
+   'PYMODULE'),
+  ('email._header_value_parser',
+   '/usr/lib/python3.10/email/_header_value_parser.py',
+   'PYMODULE'),
+  ('email._parseaddr', '/usr/lib/python3.10/email/_parseaddr.py', 'PYMODULE'),
+  ('email._policybase', '/usr/lib/python3.10/email/_policybase.py', 'PYMODULE'),
+  ('email.base64mime', '/usr/lib/python3.10/email/base64mime.py', 'PYMODULE'),
+  ('email.charset', '/usr/lib/python3.10/email/charset.py', 'PYMODULE'),
+  ('email.contentmanager',
+   '/usr/lib/python3.10/email/contentmanager.py',
+   'PYMODULE'),
+  ('email.encoders', '/usr/lib/python3.10/email/encoders.py', 'PYMODULE'),
+  ('email.errors', '/usr/lib/python3.10/email/errors.py', 'PYMODULE'),
+  ('email.feedparser', '/usr/lib/python3.10/email/feedparser.py', 'PYMODULE'),
+  ('email.generator', '/usr/lib/python3.10/email/generator.py', 'PYMODULE'),
+  ('email.header', '/usr/lib/python3.10/email/header.py', 'PYMODULE'),
+  ('email.headerregistry',
+   '/usr/lib/python3.10/email/headerregistry.py',
+   'PYMODULE'),
+  ('email.iterators', '/usr/lib/python3.10/email/iterators.py', 'PYMODULE'),
+  ('email.message', '/usr/lib/python3.10/email/message.py', 'PYMODULE'),
+  ('email.parser', '/usr/lib/python3.10/email/parser.py', 'PYMODULE'),
+  ('email.policy', '/usr/lib/python3.10/email/policy.py', 'PYMODULE'),
+  ('email.quoprimime', '/usr/lib/python3.10/email/quoprimime.py', 'PYMODULE'),
+  ('email.utils', '/usr/lib/python3.10/email/utils.py', 'PYMODULE'),
+  ('fnmatch', '/usr/lib/python3.10/fnmatch.py', 'PYMODULE'),
+  ('fractions', '/usr/lib/python3.10/fractions.py', 'PYMODULE'),
+  ('getopt', '/usr/lib/python3.10/getopt.py', 'PYMODULE'),
+  ('gettext', '/usr/lib/python3.10/gettext.py', 'PYMODULE'),
+  ('gzip', '/usr/lib/python3.10/gzip.py', 'PYMODULE'),
+  ('hashlib', '/usr/lib/python3.10/hashlib.py', 'PYMODULE'),
+  ('importlib', '/usr/lib/python3.10/importlib/__init__.py', 'PYMODULE'),
+  ('importlib._abc', '/usr/lib/python3.10/importlib/_abc.py', 'PYMODULE'),
+  ('importlib._bootstrap',
+   '/usr/lib/python3.10/importlib/_bootstrap.py',
+   'PYMODULE'),
+  ('importlib._bootstrap_external',
+   '/usr/lib/python3.10/importlib/_bootstrap_external.py',
+   'PYMODULE'),
+  ('importlib.abc', '/usr/lib/python3.10/importlib/abc.py', 'PYMODULE'),
+  ('importlib.machinery',
+   '/usr/lib/python3.10/importlib/machinery.py',
+   'PYMODULE'),
+  ('importlib.metadata',
+   '/usr/lib/python3.10/importlib/metadata/__init__.py',
+   'PYMODULE'),
+  ('importlib.metadata._adapters',
+   '/usr/lib/python3.10/importlib/metadata/_adapters.py',
+   'PYMODULE'),
+  ('importlib.metadata._collections',
+   '/usr/lib/python3.10/importlib/metadata/_collections.py',
+   'PYMODULE'),
+  ('importlib.metadata._functools',
+   '/usr/lib/python3.10/importlib/metadata/_functools.py',
+   'PYMODULE'),
+  ('importlib.metadata._itertools',
+   '/usr/lib/python3.10/importlib/metadata/_itertools.py',
+   'PYMODULE'),
+  ('importlib.metadata._meta',
+   '/usr/lib/python3.10/importlib/metadata/_meta.py',
+   'PYMODULE'),
+  ('importlib.metadata._text',
+   '/usr/lib/python3.10/importlib/metadata/_text.py',
+   'PYMODULE'),
+  ('importlib.readers', '/usr/lib/python3.10/importlib/readers.py', 'PYMODULE'),
+  ('importlib.util', '/usr/lib/python3.10/importlib/util.py', 'PYMODULE'),
+  ('inspect', '/usr/lib/python3.10/inspect.py', 'PYMODULE'),
+  ('logging', '/usr/lib/python3.10/logging/__init__.py', 'PYMODULE'),
+  ('lzma', '/usr/lib/python3.10/lzma.py', 'PYMODULE'),
+  ('numbers', '/usr/lib/python3.10/numbers.py', 'PYMODULE'),
+  ('opcode', '/usr/lib/python3.10/opcode.py', 'PYMODULE'),
+  ('optparse', '/usr/lib/python3.10/optparse.py', 'PYMODULE'),
+  ('pathlib', '/usr/lib/python3.10/pathlib.py', 'PYMODULE'),
+  ('pickle', '/usr/lib/python3.10/pickle.py', 'PYMODULE'),
+  ('pprint', '/usr/lib/python3.10/pprint.py', 'PYMODULE'),
+  ('py_compile', '/usr/lib/python3.10/py_compile.py', 'PYMODULE'),
+  ('quopri', '/usr/lib/python3.10/quopri.py', 'PYMODULE'),
+  ('random', '/usr/lib/python3.10/random.py', 'PYMODULE'),
+  ('selectors', '/usr/lib/python3.10/selectors.py', 'PYMODULE'),
+  ('shutil', '/usr/lib/python3.10/shutil.py', 'PYMODULE'),
+  ('signal', '/usr/lib/python3.10/signal.py', 'PYMODULE'),
+  ('socket', '/usr/lib/python3.10/socket.py', 'PYMODULE'),
+  ('statistics', '/usr/lib/python3.10/statistics.py', 'PYMODULE'),
+  ('string', '/usr/lib/python3.10/string.py', 'PYMODULE'),
+  ('stringprep', '/usr/lib/python3.10/stringprep.py', 'PYMODULE'),
+  ('subprocess', '/usr/lib/python3.10/subprocess.py', 'PYMODULE'),
+  ('tarfile', '/usr/lib/python3.10/tarfile.py', 'PYMODULE'),
+  ('textwrap', '/usr/lib/python3.10/textwrap.py', 'PYMODULE'),
+  ('threading', '/usr/lib/python3.10/threading.py', 'PYMODULE'),
+  ('tkinter', '/usr/lib/python3.10/tkinter/__init__.py', 'PYMODULE'),
+  ('tkinter.constants', '/usr/lib/python3.10/tkinter/constants.py', 'PYMODULE'),
+  ('tkinter.ttk', '/usr/lib/python3.10/tkinter/ttk.py', 'PYMODULE'),
+  ('token', '/usr/lib/python3.10/token.py', 'PYMODULE'),
+  ('tokenize', '/usr/lib/python3.10/tokenize.py', 'PYMODULE'),
+  ('tracemalloc', '/usr/lib/python3.10/tracemalloc.py', 'PYMODULE'),
+  ('typing', '/usr/lib/python3.10/typing.py', 'PYMODULE'),
+  ('urllib', '/usr/lib/python3.10/urllib/__init__.py', 'PYMODULE'),
+  ('urllib.parse', '/usr/lib/python3.10/urllib/parse.py', 'PYMODULE'),
+  ('uu', '/usr/lib/python3.10/uu.py', 'PYMODULE'),
+  ('zipfile', '/usr/lib/python3.10/zipfile.py', 'PYMODULE')])

build/run/warn-run.txt

@@ -0,0 +1,25 @@
+
+This file lists modules PyInstaller was not able to find. This does not
+necessarily mean this module is required for running your program. Python and
+Python 3rd-party packages include a lot of conditional or optional modules. For
+example the module 'ntpath' only exists on Windows, whereas the module
+'posixpath' only exists on Posix systems.
+
+Types if import:
+* top-level: imported at the top-level - look at these first
+* conditional: imported within an if-statement
+* delayed: imported within a function
+* optional: imported within a try-except-statement
+
+IMPORTANT: Do NOT post this list to the issue-tracker. Use it as a basis for
+            tracking down the missing module yourself. Thanks!
+
+missing module named pep517 - imported by importlib.metadata (delayed)
+missing module named 'org.python' - imported by copy (optional)
+missing module named org - imported by pickle (optional)
+missing module named winreg - imported by importlib._bootstrap_external (conditional)
+missing module named nt - imported by os (delayed, conditional, optional), ntpath (optional), shutil (conditional), importlib._bootstrap_external (conditional)
+missing module named _frozen_importlib_external - imported by importlib._bootstrap (delayed), importlib (optional), importlib.abc (optional)
+excluded module named _frozen_importlib - imported by importlib (optional), importlib.abc (optional)
+missing module named _winapi - imported by encodings (delayed, conditional, optional), ntpath (optional), subprocess (optional)
+missing module named msvcrt - imported by subprocess (optional)

req.txt

@@ -0,0 +1,57 @@
+attrs==23.2.0
+Babel==2.10.3
+bcc
+blinker
+certifi
+chardet
+click
+configobj
+cryptography
+defer
+distro
+distro-info
+httplib2
+idna
+Jinja2
+jsonpatch
+jsonpointer
+jsonschema
+launchpadlib
+lazr.restfulclient
+lazr.uri
+louis
+markdown-it-py
+MarkupSafe
+mdurl
+netaddr
+oauthlib
+olefile
+pexpect
+pillow
+pyshark
+psutil
+ptyprocess
+Pygments
+PyJWT
+pyparsing
+pyrsistent
+pyserial==3.5
+python-dateutil
+pytz
+pyxdg
+PyYAML
+requests
+rich
+setuptools
+six
+urllib3
+wadllib
+watchdog
+wheel
+xdg
+xgboost
+numpy
+sklearn==
+pandas
+
+

run.py

@@ -0,0 +1,71 @@
+import subprocess
+import threading
+import tkinter as tk
+from tkinter import ttk
+
+# Function to run the bash script and track output for dependency installation
+def run_bash_script():
+    global process
+    try:
+        # Run the bash script and capture stdout and stderr in real-time
+        process = subprocess.Popen(
+            ['bash', './run.sh'],
+            stdout=subprocess.PIPE,
+            stderr=subprocess.PIPE,
+            text=True
+        )
+        
+        # Read stdout in real-time and track pip install progress
+        for stdout_line in iter(process.stdout.readline, ""):
+            if stdout_line:
+                print(f"Output: {stdout_line.strip()}")
+                if "START_PIP_INSTALL" in stdout_line:
+                    print("Pip install started...")
+                elif "END_PIP_INSTALL" in stdout_line:
+                    print("Pip install completed. Closing loading window...")
+                    close_loading_window()  # Close the window when pip install completes
+
+        process.stdout.close()
+
+        # Read stderr at the end
+        stderr = process.stderr.read()
+        if stderr:
+            print(f"Error: {stderr.strip()}")
+
+    except Exception as e:
+        print(f"Exception occurred: {e}")
+    finally:
+        if process.poll() is None:  # Check if the process is still running
+            process.wait()  # Wait for the Bash script to finish completely
+
+# Function to show the loading window
+def show_loading_window():
+    global root
+    root = tk.Tk()
+    root.title("Please Wait")
+    root.geometry("300x100")
+    
+    label = ttk.Label(root, text="Downloading dependencies. Please wait...", anchor="center")
+    label.pack(pady=20)
+    
+    # Add a progress bar (just for visual purposes)
+    progress = ttk.Progressbar(root, mode="indeterminate")
+    progress.pack(pady=10)
+    progress.start(10)  # Start the indeterminate progress bar
+    
+    # Prevent closing the window manually
+    root.protocol("WM_DELETE_WINDOW", lambda: None)
+
+    # Start a separate thread to run the bash script
+    threading.Thread(target=run_bash_script).start()
+    
+    root.mainloop()
+
+# Function to close the loading window
+def close_loading_window():
+    if root:
+        root.withdraw()
+
+if __name__ == "__main__":
+    show_loading_window()
+

run.sh

@@ -0,0 +1,34 @@
+#!/bin/bash
+
+# Exit immediately if a command exits with a non-zero status
+set -e
+
+# Step 1: Activate the virtual environment
+echo "Creating the virtual environment (Could take up to 10 minutes for the first time)..."
+
+# Check if the virtual environment already exists
+if [ -d "venv" ]; then
+    echo "Virtual environment already exists. Activating..."
+    source "venv/bin/activate"
+    
+    echo "START_PIP_INSTALL"  # Add a marker to signal pip install starting
+
+    pip install -r req.txt
+
+    echo "END_PIP_INSTALL"  # Add a marker to signal pip install completion
+else
+    echo "Creating virtual environment..."
+    python3 -m venv "venv"
+    source "venv/bin/activate"
+    
+    echo "START_PIP_INSTALL"  # Add a marker to signal pip install starting
+
+    pip install -r req.txt
+
+    echo "END_PIP_INSTALL"  # Add a marker to signal pip install completion
+fi
+
+# Step 2: Run the Python script (this part should run after the popup closes)
+echo "Running Python script..."
+python3 test_ddos.py
+

run.spec

@@ -0,0 +1,38 @@
+# -*- mode: python ; coding: utf-8 -*-
+
+
+a = Analysis(
+    ['run.py'],
+    pathex=[],
+    binaries=[],
+    datas=[],
+    hiddenimports=[],
+    hookspath=[],
+    hooksconfig={},
+    runtime_hooks=[],
+    excludes=[],
+    noarchive=False,
+    optimize=0,
+)
+pyz = PYZ(a.pure)
+
+exe = EXE(
+    pyz,
+    a.scripts,
+    a.binaries,
+    a.datas,
+    [],
+    name='run',
+    debug=False,
+    bootloader_ignore_signals=False,
+    strip=False,
+    upx=True,
+    upx_exclude=[],
+    runtime_tmpdir=None,
+    console=True,
+    disable_windowed_traceback=False,
+    argv_emulation=False,
+    target_arch=None,
+    codesign_identity=None,
+    entitlements_file=None,
+)

test_ddos.py

@@ -0,0 +1,301 @@
+import tkinter as tk
+from tkinter import messagebox, simpledialog
+import subprocess
+import os
+import sys
+import pyshark
+import psutil
+import pandas as pd
+import joblib
+from sklearn.preprocessing import StandardScaler
+import sklearn.ensemble._forest
+from threading import Thread, Event
+import csv
+import time
+import requests
+
+# Global variable for thread control
+stop_event = Event()
+value = False
+
+# Important features and weights as provided
+important_features = [
+    'pktcount',
+    'byteperflow',
+    'tot_kbps',
+    'rx_kbps',
+    'flows',
+    'bytecount',
+    'tot_dur',
+    'Protocol_ICMP',
+    'Protocol_TCP',
+    'Protocol_UDP',
+]
+
+
+# Drop features you don't need based on what you used in training
+drop_features = ['src', 'dst', 'dt', 'dur', 'pktrate', 'pktperflow',
+  
+    'Protocol_HTTP',
+    'Protocol_HTTPS',
+    'Protocol_SSH',
+    'Protocol_DHCP',
+    'Protocol_FTP',
+    'Protocol_SMTP',
+    'Protocol_POP3',
+    'Protocol_IMAP',
+    'Protocol_DNS']
+
+# Automatically detect active network interface
+def get_active_interface():
+    interfaces = psutil.net_if_addrs()
+    
+    for interface, addrs in interfaces.items():
+        for addr in addrs:
+            if addr.family == 2:  # family=2 corresponds to AF_INET (IPv4)
+                if addr.address != '127.0.0.1':  # Skip localhost (lo)
+                    return interface
+    raise Exception("No active interface found")
+
+# Preprocessing function to extract specific features from packets
+def preprocess_packet(packet):
+    try:
+        if float(packet.frame_info.time_delta) < 1:
+            byteperflow = float(packet.length)
+        else:
+            byteperflow = float(packet.length) / float(packet.frame_info.time_delta)
+
+        # Capture IP or IPv6 addresses
+        src_ip = None
+        dst_ip = None
+        if hasattr(packet, 'ip'):
+            src_ip = packet.ip.src
+            dst_ip = packet.ip.dst
+        elif hasattr(packet, 'ipv6'):
+            src_ip = packet.ipv6.src
+            dst_ip = packet.ipv6.dst
+        if(src_ip and ':' in src_ip ):
+            return None
+
+        # Capture protocol layer (handles protocols other than ICMP, TCP, UDP)
+        protocol = packet.highest_layer
+
+        # Add flags for common protocols (ICMP, TCP, UDP are already covered)
+        protocol_icmp = 1 if protocol == "ICMP" else 0
+        protocol_tcp = 1 if protocol == "TCP" else 0
+        protocol_udp = 1 if protocol == "UDP" else 0
+        protocol_http = 1 if protocol == "HTTP" else 0
+        protocol_https = 1 if protocol == "SSL" else 0  # HTTPS typically uses SSL/TLS layer
+        protocol_ssh = 1 if protocol == "SSH" else 0
+        protocol_dhcp = 1 if protocol in ["DHCP", "BOOTP"] else 0  # DHCP may appear as BOOTP
+        protocol_ftp = 1 if protocol == "FTP" else 0
+        protocol_smtp = 1 if protocol == "SMTP" else 0
+        protocol_pop3 = 1 if protocol == "POP" else 0
+        protocol_imap = 1 if protocol == "IMAP" else 0
+        protocol_dns = 1 if protocol == "DNS" else 0
+
+        features = {
+            'pktcount': int(packet.length),
+            'byteperflow': byteperflow,
+            'tot_kbps': float(packet.length) / 1000.0,
+            'rx_kbps': float(packet.length) / 1000.0,
+            'flows': 1,
+            'bytecount': float(packet.length),
+            'tot_dur': float(packet.frame_info.time_delta),
+            'Protocol_ICMP': protocol_icmp,
+            'Protocol_TCP': protocol_tcp,
+            'Protocol_UDP': protocol_udp,
+            'Protocol_HTTP': protocol_http,
+            'Protocol_HTTPS': protocol_https,
+            'Protocol_SSH': protocol_ssh,
+            'Protocol_DHCP': protocol_dhcp,
+            'Protocol_FTP': protocol_ftp,
+            'Protocol_SMTP': protocol_smtp,
+            'Protocol_POP3': protocol_pop3,
+            'Protocol_IMAP': protocol_imap,
+            'Protocol_DNS': protocol_dns,
+            'src_ip': src_ip,  # Capture source IP address
+            'dst_ip': dst_ip  ,
+            'probability' : 0.0 # Capture destination IP address
+
+        }
+
+        return pd.DataFrame([features])
+    except AttributeError:
+        return None
+
+def prepare_X_test(packets_list, drop_features):
+   
+    return None
+
+def send_prediction(file_path):
+    url = "http://127.0.0.1:8000/ddos-predictions/"
+    with open(file_path, 'rb') as f:
+        files = {'file': f}
+        response = requests.post(url, files=files)
+        if response.status_code == 200:
+            print(f"Successfully sent {file_path} to API.")
+        else:
+            print(f"Failed to send {file_path} to API. Status code: {response.status_code}")
+
+def make_predictions(X_test,X):
+    logistic_regression_model = joblib.load('logistic_regression_model.pkl')
+    svm_model = joblib.load('svm_model.pkl')
+    knn_model = joblib.load('knn_model.pkl')
+    decision_tree_model = joblib.load('decision_tree_model.pkl')
+    random_forest_model = joblib.load('random_forest_model.pkl')
+
+    scaler = StandardScaler()
+    X_test_scaled = scaler.fit_transform(X_test)
+
+    models = {
+        'Logistic Regression': logistic_regression_model,
+        'SVM': svm_model,
+        'KNN': knn_model,
+        'Decision Tree': decision_tree_model,
+        'Random Forest': random_forest_model
+    }
+        # Open the CSV file for writing
+    all_predictions = []
+
+
+
+    # Collect predictions for each model
+    for model_name, model in models.items():
+        y_pred = model.predict(X_test_scaled)
+        all_predictions.append(y_pred)
+    # print(all_predictions, "-")
+    # Transpose the list of predictions so that each row represents predictions from different models for each instance
+    transposed_predictions = list(zip(*all_predictions))
+    # print(transposed_predictions, "-")
+    i = 0
+    for row in transposed_predictions:
+        row_sum = sum(row)
+        
+        avg = row_sum / 5
+        X['probability'][i] = avg
+        i+=1
+        # print("keys: ", X.keys())
+    
+    # print("X  =", X)
+        # return results
+    with open('predictions.csv', mode='w', newline='') as file:
+        writer = csv.DictWriter(file, fieldnames=X.keys())  # Use the keys as headers
+        writer.writeheader()  # Write the header
+        for index, row in X.iterrows():
+            # print(row)
+            writer.writerow(row.to_dict())
+    try:
+        send_prediction("predictions.csv")
+    except:
+        print("could not connect to server")
+def capture_packets(interface=None):
+
+    try:
+        subprocess.check_call(['sudo', 'apt', 'install', '-y', 'tshark'])
+        print("tshark installed successfully.")
+    except subprocess.CalledProcessError:
+        print("Failed to install tshark. Please install it manually.")
+    if interface is None:
+        interface = get_active_interface()
+
+    capture = pyshark.LiveCapture(interface=interface, tshark_path='/usr/bin/tshark')
+
+
+
+    try:
+        # print("here")
+        # capture.sniff(timeout=60)
+        while value:
+            # print(value)
+            packets_list = []
+            if stop_event.is_set():
+                break
+            # print("c")
+            count = 0
+            # print(packets_list)
+            for packet in capture:
+                # print("h")
+
+                if(count == 15):
+                    break
+                try:
+                    processed_packet = preprocess_packet(packet)
+
+                    if processed_packet is not None:
+                        # print(processed_packet["dst_ip"])
+                        # print(processed_packet["src_ip"])
+
+                        if ":" in processed_packet["dst_ip"] or ":" in processed_packet["src_ip"]:
+                            print("packet isn't correct")
+                            continue
+                            # print(processed_packet)
+                        packets_list.append(processed_packet)
+                        count+=1
+                    # print(count)
+                        
+                except AttributeError as e:
+                    print(f"Error processing packet: {e}")
+                
+            # X_test_scaled = prepare_X_test(packets_list, drop_features)
+            if len(packets_list) >= 1:
+                X_test = pd.concat(packets_list, ignore_index=True)
+                X_test_scaled = X_test.drop(drop_features, axis=1, errors='ignore')
+                X_test_scaled = X_test_scaled.reindex(columns=important_features, fill_value=0)
+
+            if X_test_scaled is not None:
+                results = make_predictions(X_test_scaled,X_test)
+                # Write results to CSV
+            time.sleep(10)
+    except KeyboardInterrupt: 
+        print("\nPacket capturing stopped.")
+def start_capture():
+    global thread
+    if os.geteuid() != 0:
+        root.withdraw()  # Hide the GUI before prompting for password
+        password = simpledialog.askstring("Password", "Enter your sudo password and run again:", show='*')
+        if password:
+            try:
+                subprocess.run(['sudo', '-S', sys.executable] + sys.argv, input=password.encode(), check=True)
+            except subprocess.CalledProcessError:
+                messagebox.showerror("Error", "Failed to run the script with sudo.")
+            finally:
+                root.destroy()  # Close the GUI after attempting to elevate privileges
+        else:
+            messagebox.showerror("Error", "No password provided. Unable to run with sudo.")
+    elif not stop_event.is_set():
+        global value 
+        value = True
+        stop_event.clear()
+        thread = Thread(target=capture_packets)
+        thread.start()
+
+        start_button.config(state=tk.DISABLED)
+        stop_button.config(state=tk.NORMAL)
+
+def stop_capture():
+    global value
+    value = False
+    stop_event.set()
+    if thread.is_alive():
+        thread.join()  # Wait for the thread to finish
+    start_button.config(state=tk.NORMAL)
+    stop_button.config(state=tk.DISABLED)
+    root.destroy()
+
+
+def setup_gui():
+    global root, start_button, stop_button, thread
+    root = tk.Tk()
+    root.title("Packet Capture Tool")
+
+    start_button = tk.Button(root, text="Start Capture", command=start_capture)
+    start_button.pack(pady=20)
+
+    stop_button = tk.Button(root, text="Stop Capture", command=stop_capture, state=tk.DISABLED)
+    stop_button.pack(pady=20)
+
+    root.mainloop()
+
+if __name__ == '__main__':
+    setup_gui()