Add manual blacklist functionality

auth.py

@@ -8,7 +8,7 @@ import bcrypt
 def login(config, user, password, sysid):
     fprint("Attempting to login as " + user)
     filename = sysid + "login.csv"
-    
+    #return True
     #hashpasswd = bcrypt.hashpw(password.encode('utf-8'), user).decode()
     with open(find_data_file(filename), "w", newline="") as f:
         writer = csv.writer(f)

block.py

@@ -10,7 +10,7 @@ import time
 import csv
 import ssh
 
-def get_blocklist(config):
+def get_blocklist(config, appendbad):
     setup_child()
     fprint("Downloading deny list from server")
     data = ssh.check_for_file(config, "BadIPs.csv", "receive")
@@ -21,13 +21,9 @@ def get_blocklist(config):
         data2.append(row)
     data2 = [i for i in data2 if i]
     #fprint(data2)
-    data2.append(["N/A", "TCP", "N/A", "N/A", "20.112.52.29", "5000", "N/A", "N/A", "N/A", "N/A", "N/A", "N/A", "N/A"])
+    for line in appendbad:
-    data2.append(["N/A", "TCP", "N/A", "N/A", "20.81.111.85", "80", "N/A", "N/A", "N/A", "N/A", "N/A", "N/A", "N/A"])
+        data2.append(line)
-    data2.append(["N/A", "TCP", "N/A", "N/A", "100.115.71.78", "5000", "N/A", "N/A", "N/A", "N/A", "N/A", "N/A", "N/A"])
+    
-    data2.append(["N/A", "TCP", "N/A", "N/A", "100.115.71.78", "5000", "N/A", "N/A", "N/A", "N/A", "N/A", "N/A", "N/A"])
-    data2.append(["N/A", "TCP", "N/A", "N/A", "174.143.130.167", "443", "N/A", "N/A", "N/A", "N/A", "N/A", "N/A", "N/A"])
-    data2.append(["N/A", "TCP", "N/A", "N/A", "216.47.134.203", "443", "N/A", "N/A", "N/A", "N/A", "N/A", "N/A", "N/A"])
-    data2.append(["N/A", "TCP", "N/A", "N/A", "34.111.83.189", "443", "N/A", "N/A", "N/A", "N/A", "N/A", "N/A", "N/A"])
     
     
     fprint(data2)
@@ -52,7 +48,7 @@ def block_conn(config, datafile, res):
     
     baddata = res
     fprint("Local loaded successfully")
-    
+    goodct = 0
     #fprint(mydata)
     for line in mydata:
         #fprint(line)
@@ -61,19 +57,25 @@ def block_conn(config, datafile, res):
             continue
 
         srcip = line[2].split(":")[0]
+        srcport = line[2].split(":")[1]
         destip = line[3].split(":")[0]
+        destport = line[3].split(":")[1]
         pid = line[5]
         try: 
             pid = int(pid)
         except ValueError:
             continue
-
+        found = False
         for line in baddata:
             #fprint(destip + " " + line[4])
             badsrcip = line[2]
+            badsrcport = line[3]
             baddestip = line[4]
+            baddestport = line[5]
             badpid = line[11]
-            if srcip == badsrcip or destip == baddestip and not pid in badapps:
+            
+            if ((srcip == badsrcip and srcport == badsrcport) or (destip == baddestip and destport == baddestport)) and not pid in badapps:
+                found = True
                 fprint("FLAG " + srcip + " " + destip + " " + str(pid))
                 badapps.append(pid)
                 badips.append(baddestip)
@@ -81,4 +83,8 @@ def block_conn(config, datafile, res):
                 #fprint(badapps)
                 #fprint("FLAG " + srcip + " " + destip + " " + str(pid))
                 #kill(pid)
-    return badapps, badips, badlines
+            
+        if not found:
+            goodct = goodct + 1
+    
+    return badapps, badips, badlines, goodct

config.yml

@@ -1,7 +1,7 @@
 core:
   autostart: true
   clockspeed: 20
-  interval: 5
+  interval: 10
   level: 2
   localadmin: true
 sftp:
@@ -16,4 +16,4 @@ sftp:
   port: 22
   user: ec2-user
 ui:
-  darkmode: true
+  darkmode: false

ippigeon.py

@@ -18,8 +18,7 @@ import auth
 import panel
 import block
 
-badapps = [756, 278670]
+history = list()
-badips = ["208.59.79.12",]
 displaydata = None
 settings = None
 netdata_res = None
@@ -66,11 +65,15 @@ def netstat_done(res):
 def process_done(res):
     if settings["running"] == True:
         fprint("uploading to sftp...")
-        #ssh.sftp_send_data(res, config, datafile)
+        #ssh.sftp_send_data(config, datafile, 'send')
+        
         procdata_res = pool.apply_async(ssh.sftp_send_data, (config, datafile, 'send'), callback=upload_done)
     
 def upload_done(res):
     settings["block"] = True
+    tmpstat = settings["stats"]
+    tmpstat[2] += 1
+    settings["stats"] = tmpstat
 
 def login_done(res):
     if not res:
@@ -87,7 +90,16 @@ def blockdata_done(res):
     tmpkill = settings["kill"]
     settings["kill"] = False
     #block_res = pool.apply_async(block.block_conn, (config, datafile, res, settings))
-    block_pids, block_ips, block_data = block.block_conn(config, datafile, res)
+    block_pids, block_ips, block_data, goodct = block.block_conn(config, datafile, res)
+    tmpstat = settings["stats"]
+    tmpstat[1] += goodct
+    if tmpstat[0] > 0 and goodct > 0:
+        tmpstat[4] = 1.0 / (goodct * 100.0 / tmpstat[0])
+    else: 
+        tmpstat[4] = 0.0
+    tmpstat[3] += 1
+    settings["stats"] = tmpstat
+
     tmplist = settings["badapps"]
     
     for x in block_pids:
@@ -117,6 +129,11 @@ def blockdata_done(res):
 
     settings["newdata"] = True
         
+def readstat_done(res):
+    settings["stats"] = res
+    fprint("Read stats!" + str(settings["stats"]))
+
+
 def killall():
     kids = active_children()
     for kid in kids:
@@ -143,6 +160,8 @@ def mainloop(pool):
     #print(res.get(timeout=1))
     if counter == 0: # runs every INTERVAL
         #fprint("start loop")
+        if settings["stats"][1] > 0:
+            util.write_stats(settings["stats"])
         if netdata_res is None or netdata_res.ready():
             #rawdata = netdata_res.get()
             #procdata_res = pool.apply_async(process_netstat, (rawdata))
@@ -172,7 +191,7 @@ def mainloop(pool):
         
     
     if settings["block"] == True and settings["running"] == True:
-        blockdata_res = pool.apply_async(block.get_blocklist, (config,), callback=blockdata_done)
+        blockdata_res = pool.apply_async(block.get_blocklist, (config, settings["appendbad"]), callback=blockdata_done)
         #block.get_blocklist(config)
         settings["block"] = False
 
@@ -200,18 +219,24 @@ def mainloop(pool):
 
     if settings["fwll"] == True:
         tmplist = settings["badlines"]
+        tmpstat = settings["stats"]
+        tmpstat[0] += len(tmplist) 
+        settings["stats"] = tmpstat
         settings["badlines"] = list()
         for line in tmplist:
             badproto = line[1]
             badip = line[4]
             badport = line[5]
             fprint("Firewalling " + badip + ":" + str(badport))
-            if win32:
+            if (badip, badport) not in history:
-                cmd = 'New-NetFirewallRule -DisplayName "IPPigeon Security Rule ' + badip + ':' + str(badport) + '" -Group "IPPigeon" -Direction Outbound -LocalPort Any -Protocol ' + badproto + ' -Action Block -RemoteAddress ' + badip + ' -RemotePort ' + str(badport)
+                if win32:
-                run_cmd(cmd)
+                    cmd = 'New-NetFirewallRule -DisplayName "IPPigeon Security Rule ' + badip + ':' + str(badport) + '" -Group "IPPigeon" -Direction Outbound -LocalPort Any -Protocol ' + badproto + ' -Action Block -RemoteAddress ' + badip + ' -RemotePort ' + str(badport)
-            if linux:
+                    run_cmd(cmd)
-                cmd = "nft add rule ip ippigeon output ip daddr " + badip + " " + badproto.lower() + " dport " + str(badport) + " drop"
+                if linux:
-                run_cmd(cmd)
+                    cmd = "nft add rule ip ippigeon output ip daddr " + badip + " " + badproto.lower() + " dport " + str(badport) + " drop"
+                    run_cmd(cmd)
+            else:
+                history.append((badip, badport))
         
     
     if settings["applyconfig"] == True:
@@ -263,6 +288,7 @@ if __name__ == '__main__':
             interval = config['core']['interval']
             displaydata = manager.list(range(2)) # data to be printed
             settings = manager.dict() # configuration 
+            # setup shared data variables
             settings["login"] = False
             settings["loggedin"] = False
             settings["showui"] = False
@@ -278,11 +304,25 @@ if __name__ == '__main__':
             settings["fwll"] = 0
             settings["running"] = config["core"]["autostart"]
             settings["newdata"] = False
+            settings["appendbad"] = list()
+            tmp = list()
+            tmp.append(["N/A", "TCP", "N/A", "N/A", "20.112.52.29", "5000", "N/A", "N/A", "N/A", "N/A", "N/A", "N/A", "N/A"])
+            tmp.append(["N/A", "TCP", "N/A", "N/A", "20.81.111.85", "80", "N/A", "N/A", "N/A", "N/A", "N/A", "N/A", "N/A"])
+            tmp.append(["N/A", "TCP", "N/A", "N/A", "100.115.71.78", "5000", "N/A", "N/A", "N/A", "N/A", "N/A", "N/A", "N/A"])
+            tmp.append(["N/A", "TCP", "N/A", "N/A", "100.115.71.78", "5000", "N/A", "N/A", "N/A", "N/A", "N/A", "N/A", "N/A"])
+            tmp.append(["N/A", "TCP", "N/A", "N/A", "174.143.130.167", "443", "N/A", "N/A", "N/A", "N/A", "N/A", "N/A", "N/A"])
+            tmp.append(["N/A", "TCP", "N/A", "N/A", "216.47.134.203", "443", "N/A", "N/A", "N/A", "N/A", "N/A", "N/A", "N/A"])
+            tmp.append(["N/A", "TCP", "N/A", "N/A", "34.111.83.189", "443", "N/A", "N/A", "N/A", "N/A", "N/A", "N/A", "N/A"])
+            settings["appendbad"] = tmp
+            # connections blocked, total connections allowed, count of data sent, data recieved, ratio blocked-unblocked
+            settings["stats"] = [0, 0, 0, 0, 0.0]
+
             killme = manager.Value('d', 0)
             #killme = False
             # launch background UI app as process
             util.clear_fwll()
             p = Process(target=taskbartool.background, args=(displaydata,settings,killme))
+            
             p.start()   
             #p.join() # not a foreground job, so let's not join it
             keeprunning = True
@@ -290,12 +330,13 @@ if __name__ == '__main__':
             # initial setup
             #netdata_res = pool.apply_async(netstat, callback=netstat_done)
             if linux:
+                # clear existing nftables entries, create new table
                 run_cmd("nft delete table ip ippigeon")
                 run_cmd("nft create table ip ippigeon")
                 run_cmd("nft add chain ip ippigeon output { type filter hook output priority 0 \; policy accept\; }")
                 #run_cmd("nft add chain ippigeon filter")
                 
-
+            pool.apply_async(util.read_stats, callback=readstat_done)
             # launch loop - non-blocking!
             counter = 0
             while(keeprunning):

netstat.py

@@ -147,7 +147,6 @@ def process(data):
         fprint("done creating csv")
 
 
-
 def start():
     setup_child()
     fprint("netstat started")

panel.py

@@ -148,6 +148,8 @@ class ServerPanel(wx.Panel):
         self.secondary_sizer = wx.BoxSizer(wx.HORIZONTAL)
         self.sub_sizer_left = wx.BoxSizer(wx.VERTICAL)
         self.sub_sizer_right = wx.BoxSizer(wx.VERTICAL)
+        self.sub_sizer_stats = wx.BoxSizer(wx.VERTICAL)
+        self.sub_sizer_filter = wx.BoxSizer(wx.VERTICAL)
         self.row_obj_dict = {}
         self.list_ctrl = wx.ListCtrl(
             self, size=(-1, 400),
@@ -168,18 +170,23 @@ class ServerPanel(wx.Panel):
             logintxt = "Logged in"
         else:
             logintxt = "Not logged in"
+        
+        stattxt = "Statistics:\nBlocked Connections: " + str(settings["stats"][0]) + " \nAllowed Connections: " + str(settings["stats"][1]) + " \nUpload count: " + str(settings["stats"][2]) + " \nDownload count: " + str(settings["stats"][3]) + " \nBlock ratio: " + str("{:.4f}".format(settings["stats"][4]))
         self.statustext = wx.StaticText(self, label=txt) # pos=(20,20))
         self.logintext = wx.StaticText(self, label=logintxt) # pos=(20,20))
+        self.stattext = wx.StaticText(self, label=stattxt)
         #self.main_sizer.Add(tb)
         #main_sizer.SetBackgroundColour((44, 51, 51))
         # self.pnl1.SetBackgroundColour(wx.BLACK)
         self.handle_columns()
         #self.updatedata()
         
-        self.main_sizer.Add(self.list_ctrl, 0, wx.ALL | wx.EXPAND, 20)
+        self.main_sizer.Add(self.list_ctrl, 1, wx.ALL | wx.EXPAND, 20)
         self.main_sizer.Add(self.secondary_sizer, 0, wx.ALL | wx.EXPAND, 20)
         self.secondary_sizer.Add(self.sub_sizer_left, 0, wx.ALL | wx.CENTER, 20)
         self.secondary_sizer.Add(self.sub_sizer_right, 0, wx.ALL | wx.CENTER, 20)
+        self.secondary_sizer.Add(self.sub_sizer_filter, 0, wx.ALL | wx.CENTER, 20)
+        self.secondary_sizer.Add(self.sub_sizer_stats, 0, wx.ALL | wx.CENTER, 20)
         self.start_button = wx.Button(self, label='Start IPPigeon')
         self.start_button.SetBackgroundColour((205, 215, 206))
         self.start_button.Bind(wx.EVT_BUTTON, self.on_start)
@@ -194,6 +201,13 @@ class ServerPanel(wx.Panel):
         self.login_button = wx.Button(self, label='Login')
         #self.login_button.SetBackgroundColour((205, 215, 206))
         self.login_button.Bind(wx.EVT_BUTTON, self.on_login)
+        self.quit_button = wx.Button(self, label='Quit IPPigeon')
+        #self.login_button.SetBackgroundColour((205, 215, 206))
+        self.quit_button.Bind(wx.EVT_BUTTON, self.on_quit)
+
+        self.blacklist_button = wx.Button(self, label='Add to blacklist')
+        #self.login_button.SetBackgroundColour((205, 215, 206))
+        self.blacklist_button.Bind(wx.EVT_BUTTON, self.on_blacklist)
         
         self.sub_sizer_right.Add(self.statustext, 0,  wx.CENTER | wx.ALL | 100, 5)
         self.sub_sizer_right.Add(self.logintext, 0,  wx.CENTER | wx.ALL | 100, 5)
@@ -201,6 +215,9 @@ class ServerPanel(wx.Panel):
         self.sub_sizer_left.Add(self.stop_button, 0, wx.CENTER | wx.ALL | 100, 5)
         self.sub_sizer_left.Add(self.secondary_frame_button, 0, wx.CENTER | wx.ALL | 100, 5)
         self.sub_sizer_right.Add(self.login_button, 0, wx.CENTER | wx.ALL | 100, 5)
+        self.sub_sizer_right.Add(self.quit_button, 0, wx.CENTER | wx.ALL | 100, 5)
+        self.sub_sizer_stats.Add(self.stattext, 0, wx.CENTER | wx.ALL | 100, 5)
+        self.sub_sizer_filter.Add(self.blacklist_button, 0, wx.CENTER | wx.ALL | 100, 5)
         self.SetSizer(self.main_sizer)
         self.start_button.Enable(enable=settings["loggedin"])
         self.stop_button.Enable(enable=settings["loggedin"])
@@ -218,14 +235,18 @@ class ServerPanel(wx.Panel):
         self.start_button.Enable(enable=settings["loggedin"])
         self.stop_button.Enable(enable=settings["loggedin"])
         self.secondary_frame_button.Enable(enable=settings["loggedin"])
+        self.quit_button.Enable(enable=settings["loggedin"])
+        if self.list_ctrl.GetFirstSelected() < 0:
+            self.blacklist_button.Enable(enable=False)
+        else:
+            self.blacklist_button.Enable(enable=settings["loggedin"])
     def updatedata(self):
         global settings
         if settings["running"] == True:
             txt = "Status: Running (" + str(settings["config"]["core"]["level"]) + ")"
         else:
             txt = "Status: Not running"
-
+        #self.list_ctrl.SetSize(self.GetSize()[0] - 50, self.GetSize()[1] - 200)
-        self.list_ctrl.SetSize(self.GetSize()[0] - 50, self.GetSize()[1] - 200)
         self.checklogin()
         if settings["loggedin"] == True:
             logintxt = "   Logged in"
@@ -233,8 +254,12 @@ class ServerPanel(wx.Panel):
         else:
             self.login_button.SetLabelText("Login")
             logintxt = "Not logged in"
+
+        stattxt = "Statistics:\nBlocked Connections: " + str(settings["stats"][0]) + " \nAllowed Connections: " + str(settings["stats"][1]) + " \nUpload count: " + str(settings["stats"][2]) + " \nDownload count: " + str(settings["stats"][3]) + " \nBlock ratio: " + str("{:.4f}".format(settings["stats"][4]))
+        
         self.statustext.SetLabel(txt)
         self.logintext.SetLabel(logintxt)
+        self.stattext.SetLabel(stattxt)
         if settings["newdata"] == True:
             settings["newdata"] = False
         else:
@@ -242,6 +267,10 @@ class ServerPanel(wx.Panel):
             return
         fprint("updatedata called")
         loaddata()
+        list_total  = self.list_ctrl.GetItemCount()
+        list_top    = self.list_ctrl.GetTopItem()
+        list_pp     = self.list_ctrl.GetCountPerPage()
+        list_bottom = min(list_top + list_pp, list_total - 1)
         if self.list_ctrl.DeleteAllItems():
             fprint("Items deleted")
         else:
@@ -250,10 +279,11 @@ class ServerPanel(wx.Panel):
             if str(TEST_FILE.iloc[i, 4]).find("TIME_WAIT") >= 0 or str(TEST_FILE.iloc[i, 4]).find("FIN_WAIT_2") >= 0:
                 continue
             idx = 0
-            for ip in settings["badips"]:
+            for app in settings["badapps"]:
                 #fprint(pid)
                 idx = i
-                if str(TEST_FILE.iloc[i, 3]).find(ip) >= 0 and str(TEST_FILE.iloc[i, 4]).find("TIME_WAIT") < 0: # "bad" pid, highlight in red at the top
+                if TEST_FILE.iloc[i, 5] == app: # "bad" pid, highlight in red at the top
+                    fprint("BAD APP UI: " + str(app))
                     idx = self.list_ctrl.InsertItem(0, TEST_FILE.iloc[i, 0])
                     self.list_ctrl.SetItemBackgroundColour(idx, wx.Colour(200, 51, 51))
                     break
@@ -267,9 +297,11 @@ class ServerPanel(wx.Panel):
                 #fprint(str(idx) + " " + str(TEST_FILE.iloc[i, 0]))
                 self.list_ctrl.SetItem(idx, j, str(TEST_FILE.iloc[i, j]))
                 
+
                 #fprint(i, j, TEST_FILE.iloc[i, j])
         #self.SetSizer(self.main_sizer)
         
+        self.list_ctrl.EnsureVisible((list_bottom - 1))
         wx.CallLater(100, self.updatedata)
 
     def on_start(self, event):
@@ -294,6 +326,24 @@ class ServerPanel(wx.Panel):
         dg2 = ServerFrame()
         
         #dg2.ShowModal()
+    def on_quit(self, event):
+        global killme
+        killme.value += 1
+        self.Close()
+        self.Parent.Close()
+
+    def on_blacklist(self, event): 
+        global settings
+        tmp = settings["appendbad"]
+        idx = self.list_ctrl.GetFirstSelected()
+        if idx < 0:
+            return
+        proto = self.list_ctrl.GetItem(idx, 1).GetText()
+        dest = self.list_ctrl.GetItem(idx, 3).GetText()
+        destip, destport = dest.split(":")
+        fprint([proto, destip, destport])
+        tmp.append(["N/A", proto, "N/A", "N/A", destip, destport, "N/A", "N/A", "N/A", "N/A", "N/A", "N/A", "N/A"])
+        settings["appendbad"] = tmp
         
     def ShowImage(self, imageFile):
         if imageFile == "":

ssh.py

@@ -3,23 +3,32 @@ from fabric import Connection
 from util import find_data_file
 from util import setup_child
 from util import fprint
+from util import macos
 from invoke import exceptions
 import sys
 
+c = None
+
 def sftp_send_data(config, filename, filetype):
     setup_child()
-    fprint("Connecting over SSH to " + config['sftp']['host'])
+    if not macos:
-    c = Connection(host=config['sftp']['host'], user=config['sftp']['user'], port=config['sftp']['port'], connect_kwargs={"key_filename": find_data_file(config['sftp']['keyfile']),})
+        fprint("Connecting over SSH to " + config['sftp']['host'])
-    fprint("Sending data over SFTP: " + filename)
+        global c
-    fprint(c.put(find_data_file(filename), remote=config['sftp']['filepath'][filetype]))
+        if c is None:
-    fprint("Data sent over SFTP successfully")
+            c = Connection(host=config['sftp']['host'], user=config['sftp']['user'], port=config['sftp']['port'], connect_kwargs={"key_filename": find_data_file(config['sftp']['keyfile']),})
+
+        fprint("Sending data over SFTP: " + filename)
+        fprint(c.put(find_data_file(filename), remote=config['sftp']['filepath'][filetype]))
+        fprint("Data sent over SFTP successfully")
     #command = 'ls ' + config['sftp']['filepath'][filetype]
     #fprint(c.run(command))
 
 def check_for_file(config, filename, location):
     setup_child()
     fprint("Connecting over SSH to " + config['sftp']['host'])
-    c = Connection(host=config['sftp']['host'], user=config['sftp']['user'], port=config['sftp']['port'], connect_kwargs={"key_filename": find_data_file(config['sftp']['keyfile']),})
+    global c
+    if c is None:
+        c = Connection(host=config['sftp']['host'], user=config['sftp']['user'], port=config['sftp']['port'], connect_kwargs={"key_filename": find_data_file(config['sftp']['keyfile']),})
     fprint("Checking for existence of file " + config['sftp']['filepath'][location] + "/" + filename)
     try:
         res = c.run("ls -l " + config['sftp']['filepath'][location] + "/" + filename, hide=True)
@@ -31,7 +40,9 @@ def check_for_file(config, filename, location):
 def run_ssh(config, command, location):
     setup_child()
     fprint("Connecting over SSH to " + config['sftp']['host'])
-    c = Connection(host=config['sftp']['host'], user=config['sftp']['user'], port=config['sftp']['port'], connect_kwargs={"key_filename": find_data_file(config['sftp']['keyfile']),})
+    global c
+    if c is None:
+        c = Connection(host=config['sftp']['host'], user=config['sftp']['user'], port=config['sftp']['port'], connect_kwargs={"key_filename": find_data_file(config['sftp']['keyfile']),})
     fprint("cd to " + config['sftp']['filepath'][location])
     with c.cd(config['sftp']['filepath'][location]):
         fprint("Running ssh command: " + command)

util.py

@@ -6,6 +6,7 @@ from sys import platform
 import time as t
 from time import sleep
 import uuid
+import csv
 
 win32 = platform == "win32"
 linux = platform == "linux" or platform == "linux2"
@@ -124,3 +125,33 @@ def clear_fwll():
         run_cmd('Remove-NetFirewallRule -Group "IPPigeon"')
     if linux:
         run_cmd("nft delete table ip ippigeon")
+
+
+def write_stats(stats):
+    fprint("Writing stats")
+    tmp = list()
+    tmp.append(["connections blocked", "connections allowed", "data uploaded", "data recieved", "block ratio"])
+    tmp.append(stats)
+    
+    with open(find_data_file("stats.csv"), "w", newline="") as f:
+        writer = csv.writer(f)
+        writer.writerows(tmp)
+    fprint("Done writing stats")
+
+def read_stats():
+    with open(find_data_file("stats.csv"), newline='') as csvfile:
+        csvreader = csv.reader(csvfile, delimiter=',', quotechar='|')
+        header = True
+        fprint(csvreader)
+        data = list()
+        for line in csvreader:
+            fprint(line)
+            if header:
+                header = False
+                continue
+            data = line
+        for idx in range(len(data) - 1):
+            data[idx] = int(data[idx])
+        data[len(data) - 1] = float(data[len(data) - 1])
+        return data
+