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			848 lines
		
	
	
		
			45 KiB
		
	
	
	
		
			Python
		
	
	
	
	
	
			
		
		
	
	
			848 lines
		
	
	
		
			45 KiB
		
	
	
	
		
			Python
		
	
	
	
	
	
| #!/usr/bin/env python3
 | ||
| 
 | ||
| """
 | ||
| NAME: throughput_qos.py
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| 
 | ||
| PURPOSE: throughput_qos.py will create stations and endpoints which evaluates  l3 traffic for a particular type of service.
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| 
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| EXAMPLE:
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| python3 throughput_qos.py --mgr 192.168.200.37 --mgr_port 8080 -u eth1 --num_stations 1
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| --radio wiphy1 --ssid TestAP5-71 --passwd lanforge --security wpa2 --mode 11 --a_min 1000000 --b_min 1000000 --traffic_type lf_udp
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| 
 | ||
| python3 throughput_qos.py --num_stations 1 --radio wiphy1 --ssid ct523c-vap --passwd ct523c-vap --security wpa2 --mode 11 --a_min 1000000 --b_min 1000000 --traffic_type lf_udp
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| 
 | ||
| 
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| Use './throughput_qos.py --help' to see command line usage and options
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| Copyright 2021 Candela Technologies Inc
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| License: Free to distribute and modify. LANforge systems must be licensed.
 | ||
| """
 | ||
| 
 | ||
| import sys
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| import os
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| import matplotlib.pyplot as plt
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| import matplotlib as mpl
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| import numpy as np
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| import pandas as pd
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| import pdfkit
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| from lf_report import lf_report
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| from lf_graph import lf_bar_graph
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| 
 | ||
| if sys.version_info[0] != 3:
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|     print("This script requires Python 3")
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|     exit(1)
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| 
 | ||
| if 'py-json' not in sys.path:
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|     sys.path.append(os.path.join(os.path.abspath('..'), 'py-json'))
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| 
 | ||
| import argparse
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| from LANforge import LFUtils
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| from realm import Realm
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| import time
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| import datetime
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| 
 | ||
| 
 | ||
| class ThroughputQOS(Realm):
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|     def __init__(self,
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|                  tos,
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|                  ssid=None,
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|                  security=None,
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|                  password=None,
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|                  ssid_2g=None,
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|                  security_2g=None,
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|                  password_2g=None,
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|                  ssid_5g=None,
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|                  security_5g=None,
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|                  password_5g=None,
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|                  sta_list=[],
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|                  create_sta=True,
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|                  name_prefix=None,
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|                  upstream=None,
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|                  radio_2g="wiphy0",
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|                  radio_5g="wiphy1",
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|                  host="localhost",
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|                  port=8080,
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|                  mode=0,
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|                  ap=None,
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|                  ap_name="",
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|                  traffic_type=None,
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|                  side_a_min_rate=56, side_a_max_rate=0,
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|                  side_b_min_rate=56, side_b_max_rate=0,
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|                  number_template="00000",
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|                  test_duration="2m",
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|                  bands="2.4G, 5G, BOTH",
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|                  test_case={},
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|                  use_ht160=False,
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|                  _debug_on=False,
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|                  _exit_on_error=False,
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|                  _exit_on_fail=False):
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|         super().__init__(lfclient_host=host,
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|                          lfclient_port=port),
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|         self.upstream = upstream
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|         self.host = host
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|         self.port = port
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|         self.ssid = ssid
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|         self.security = security
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|         self.password = password
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|         self.ssid_2g = ssid_2g
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|         self.security_2g = security_2g
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|         self.password_2g = password_2g
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|         self.ssid_5g = ssid_5g
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|         self.security_5g = security_5g
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|         self.password_5g = password_5g
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|         self.radio_2g = radio_2g
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|         self.radio_5g = radio_5g
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|         self.sta_list = sta_list
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|         self.create_sta = create_sta
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|         self.mode = mode
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|         self.ap = ap
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|         self.ap_name = ap_name
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|         self.traffic_type = traffic_type
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|         self.tos = tos.split(",")
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|         self.bands = bands.split(",")
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|         self.test_case = test_case
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|         self.number_template = number_template
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|         self.debug = _debug_on
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|         self.name_prefix = name_prefix
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|         self.test_duration = test_duration
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|         self.station_profile = self.new_station_profile()
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|         self.cx_profile = self.new_l3_cx_profile()
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|         self.station_profile.lfclient_url = self.lfclient_url
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|         self.station_profile.ssid = self.ssid
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|         self.station_profile.ssid_pass = self.password
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|         self.station_profile.security = self.security
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|         self.station_profile.number_template_ = self.number_template
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|         self.station_profile.debug = self.debug
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|         self.station_profile.use_ht160 = use_ht160
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|         if self.station_profile.use_ht160:
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|             self.station_profile.mode = 9
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|         # self.station_profile.mode = mode
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|         if self.ap is not None:
 | ||
|             self.station_profile.set_command_param("add_sta", "ap", self.ap)
 | ||
|         self.cx_profile.host = self.host
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|         self.cx_profile.port = self.port
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|         self.cx_profile.name_prefix = self.name_prefix
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|         self.cx_profile.side_a_min_bps = side_a_min_rate
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|         self.cx_profile.side_a_max_bps = side_a_max_rate
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|         self.cx_profile.side_b_min_bps = side_b_min_rate
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|         self.cx_profile.side_b_max_bps = side_b_max_rate
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| 
 | ||
|     def start(self, print_pass=False, print_fail=False):
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|         self.cx_profile.start_cx()
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| 
 | ||
|     def stop(self):
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|         self.cx_profile.stop_cx()
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|         self.station_profile.admin_down()
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| 
 | ||
|     def pre_cleanup(self):
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|         self.cx_profile.cleanup_prefix()
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|         if self.create_sta:
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|             for sta in self.sta_list:
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|                 self.rm_port(sta, check_exists=True)
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| 
 | ||
|     def cleanup(self):
 | ||
|         self.cx_profile.cleanup()
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|         if self.create_sta:
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|             self.station_profile.cleanup()
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|             LFUtils.wait_until_ports_disappear(base_url=self.lfclient_url, port_list=self.station_profile.station_names,
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|                                                debug=self.debug)
 | ||
| 
 | ||
|     def build(self):
 | ||
|         for key in self.bands:
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|             if self.create_sta:
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|                 if key == "2.4G" or key == "2.4g":
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|                     self.station_profile.mode = 11
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|                     if self.ssid is None:
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|                         self.station_profile.use_security(self.security_2g, self.ssid_2g, self.password_2g)
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|                     else:
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|                         self.station_profile.use_security(self.security, self.ssid, self.password)
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|                     self.station_profile.set_number_template(self.number_template)
 | ||
|                     print("Creating stations")
 | ||
|                     self.station_profile.set_command_flag("add_sta", "create_admin_down", 1)
 | ||
|                     self.station_profile.set_command_param("set_port", "report_timer", 1500)
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|                     self.station_profile.set_command_flag("set_port", "rpt_timer", 1)
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|                     self.station_profile.create(radio=self.radio_2g, sta_names_=self.sta_list, debug=self.debug)
 | ||
|                 if key == "5G" or key == "5g":
 | ||
|                     self.station_profile.mode = 9
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|                     if self.ssid is None:
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|                         self.station_profile.use_security(self.security_5g, self.ssid_5g, self.password_5g)
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|                     else:
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|                         self.station_profile.use_security(self.security, self.ssid, self.password)
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|                     self.station_profile.set_number_template(self.number_template)
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|                     print("Creating stations")
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|                     self.station_profile.set_command_flag("add_sta", "create_admin_down", 1)
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|                     self.station_profile.set_command_param("set_port", "report_timer", 1500)
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|                     self.station_profile.set_command_flag("set_port", "rpt_timer", 1)
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|                     self.station_profile.create(radio=self.radio_5g, sta_names_=self.sta_list, debug=self.debug)
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|                 if key == "BOTH" or key == "both":
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|                     split = len(self.sta_list) // 2
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|                     if self.ssid is None:
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|                         self.station_profile.use_security(self.security_2g, self.ssid_2g, self.password_2g)
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|                     else:
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|                         self.station_profile.use_security(self.security, self.ssid, self.password)
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|                     self.station_profile.mode = 11
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|                     self.station_profile.set_number_template(self.number_template)
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|                     print("Creating stations")
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|                     self.station_profile.set_command_flag("add_sta", "create_admin_down", 1)
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|                     self.station_profile.set_command_param("set_port", "report_timer", 1500)
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|                     self.station_profile.set_command_flag("set_port", "rpt_timer", 1)
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|                     self.station_profile.create(radio=self.radio_2g, sta_names_=self.sta_list[:split],
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|                                                 debug=self.debug)
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|                     if self.ssid is None:
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|                         self.station_profile.use_security(self.security_5g, self.ssid_5g, self.password_5g)
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|                     else:
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|                         self.station_profile.use_security(self.security, self.ssid, self.password)
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|                     self.station_profile.mode = 9
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|                     self.station_profile.set_number_template(self.number_template)
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|                     self.station_profile.set_command_flag("add_sta", "create_admin_down", 1)
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|                     self.station_profile.set_command_param("set_port", "report_timer", 1500)
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|                     self.station_profile.set_command_flag("set_port", "rpt_timer", 1)
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|                     self.station_profile.create(radio=self.radio_5g, sta_names_=self.sta_list[split:],
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|                                                 debug=self.debug)
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|                 self.station_profile.admin_up()
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|                 # check here if upstream port got IP
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|                 temp_stations = self.station_profile.station_names.copy()
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|                 if self.wait_for_ip(temp_stations):
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|                     self._pass("All stations got IPs")
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|                 else:
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|                     self._fail("Stations failed to get IPs")
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|                     self.exit_fail()
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|                 self._pass("PASS: Station build finished")
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|             self.create_cx()
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|             print("cx build finished")
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| 
 | ||
|     def create_cx(self):
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|         _tos = "BK,BE,VI,VO"
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|         self.tos = _tos.split(",")
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|         print("tos: {}".format(self.tos))
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|         for ip_tos in self.tos:
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|             print("## ip_tos: {}".format(ip_tos))
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|             print("Creating connections for endpoint type: %s TOS: %s  cx-count: %s" % (
 | ||
|                 self.traffic_type, ip_tos, self.cx_profile.get_cx_count()))
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|             self.cx_profile.create(endp_type=self.traffic_type, side_a=self.sta_list,
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|                                    side_b=self.upstream,
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|                                    sleep_time=0, tos=ip_tos)
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|         print("cross connections with TOS type created.")
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| 
 | ||
|     def evaluate_qos(self):
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|         case = ""
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|         tos_download = {'video': [], 'voice': [], 'bk': [], 'be': []}
 | ||
|         tx_b = {'bk': [], 'be': [], 'video': [], 'voice': []}
 | ||
|         rx_a = {'bk': [], 'be': [], 'video': [], 'voice': []}
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|         delay = {'bk': [], 'be': [], 'video': [], 'voice': []}
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|         pkt_loss = {}
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|         tx_endps = {}
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|         rx_endps = {}
 | ||
|         if int(self.cx_profile.side_b_min_bps) != 0:
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|             case = str(int(self.cx_profile.side_b_min_bps) // 1000000)
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|         elif int(self.cx_profile.side_a_min_bps) != 0:
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|             case = str(int(self.cx_profile.side_a_min_bps) // 1000000)
 | ||
|         if len(self.cx_profile.created_cx.keys()) > 0:
 | ||
|             endp_data = self.json_get('endp/all?fields=name,tx+pkts+ll,rx+pkts+ll,delay')
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|             endp_data.pop("handler")
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|             endp_data.pop("uri")
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|             endps = endp_data['endpoint']
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|             for i in range(len(endps)):
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|                 if i < len(endps) // 2:
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|                     tx_endps.update(endps[i])
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|                 if i >= len(endps) // 2:
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|                     rx_endps.update(endps[i])
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|             for sta in self.cx_profile.created_cx.keys():
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|                 temp = int(sta[12:])
 | ||
|                 if temp % 4 == 0:
 | ||
|                     if int(self.cx_profile.side_b_min_bps) != 0:
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|                         tos_download['bk'].append(float(
 | ||
|                             f"{list((self.json_get('/cx/%s?fields=bps+rx+a' % sta)).values())[2]['bps rx a'] / 1000000:.2f}"))
 | ||
|                         tx_b['bk'].append(int(f"{tx_endps['%s-B' % sta]['tx pkts ll']}"))
 | ||
|                         rx_a['bk'].append(int(f"{rx_endps['%s-A' % sta]['rx pkts ll']}"))
 | ||
|                         delay['bk'].append(int(f"{rx_endps['%s-A' % sta]['delay']}"))
 | ||
|                     else:
 | ||
|                         tos_download['bk'].append(float(0))
 | ||
|                         tx_b['bk'].append(int(0))
 | ||
|                         rx_a['bk'].append(int(0))
 | ||
|                         delay['bk'].append(int(0))
 | ||
|                 elif temp % 4 == 1:
 | ||
|                     if int(self.cx_profile.side_b_min_bps) != 0:
 | ||
|                         tos_download['be'].append(float(
 | ||
|                             f"{list((self.json_get('/cx/%s?fields=bps+rx+a' % sta)).values())[2]['bps rx a'] / 1000000:.2f}"))
 | ||
|                         tx_b['be'].append(int(f"{tx_endps['%s-B' % sta]['tx pkts ll']}"))
 | ||
|                         rx_a['be'].append(int(f"{rx_endps['%s-A' % sta]['rx pkts ll']}"))
 | ||
|                         delay['be'].append(int(f"{rx_endps['%s-A' % sta]['delay']}"))
 | ||
|                     else:
 | ||
|                         tos_download['be'].append(float(0))
 | ||
|                         tx_b['be'].append(int(0))
 | ||
|                         rx_a['be'].append(int(0))
 | ||
|                         delay['be'].append(int(0))
 | ||
|                 elif temp % 4 == 2:
 | ||
|                     if int(self.cx_profile.side_b_min_bps) != 0:
 | ||
|                         tos_download['voice'].append(float(
 | ||
|                             f"{list((self.json_get('/cx/%s?fields=bps+rx+a' % sta)).values())[2]['bps rx a'] / 1000000:.2f}"))
 | ||
|                         tx_b['voice'].append(int(f"{tx_endps['%s-B' % sta]['tx pkts ll']}"))
 | ||
|                         rx_a['voice'].append(int(f"{rx_endps['%s-A' % sta]['rx pkts ll']}"))
 | ||
|                         delay['voice'].append(int(f"{rx_endps['%s-A' % sta]['delay']}"))
 | ||
|                     else:
 | ||
|                         tos_download['voice'].append(float(0))
 | ||
|                         tx_b['voice'].append(int(0))
 | ||
|                         rx_a['voice'].append(int(0))
 | ||
|                         delay['voice'].append(int(0))
 | ||
|                 elif temp % 4 == 3:
 | ||
|                     if int(self.cx_profile.side_b_min_bps) != 0:
 | ||
|                         tos_download['video'].append(float(
 | ||
|                             f"{list((self.json_get('/cx/%s?fields=bps+rx+a' % sta)).values())[2]['bps rx a'] / 1000000:.2f}"))
 | ||
|                         tx_b['video'].append(int(f"{tx_endps['%s-B' % sta]['tx pkts ll']}"))
 | ||
|                         rx_a['video'].append(int(f"{rx_endps['%s-A' % sta]['rx pkts ll']}"))
 | ||
|                         delay['video'].append(int(f"{rx_endps['%s-A' % sta]['delay']}"))
 | ||
|                     else:
 | ||
|                         tos_download['video'].append(float(0))
 | ||
|                         tx_b['video'].append(int(0))
 | ||
|                         rx_a['video'].append(int(0))
 | ||
|                         delay['video'].append(int(0))
 | ||
|             tos_download.update({"bkQOS": float(f"{sum(tos_download['bk']):.2f}")})
 | ||
|             tos_download.update({"beQOS": float(f"{sum(tos_download['be']):.2f}")})
 | ||
|             tos_download.update({"videoQOS": float(f"{sum(tos_download['video']):.2f}")})
 | ||
|             tos_download.update({"voiceQOS": float(f"{sum(tos_download['voice']):.2f}")})
 | ||
|             tos_download.update({"bkDELAY": float(f"{sum(delay['bk']) / 1000:.2f}")})
 | ||
|             tos_download.update({"beDELAY": float(f"{sum(delay['be']) / 1000:.2f}")})
 | ||
|             tos_download.update({"videoDELAY": float(f"{sum(delay['video']) / 1000:.2f}")})
 | ||
|             tos_download.update({"voiceDELAY": float(f"{sum(delay['voice']) / 1000:.2f}")})
 | ||
|             if sum(tx_b['bk']) != 0 or sum(tx_b['be']) != 0 or sum(tx_b['video']) != 0 or sum(tx_b['voice']) != 0:
 | ||
|                 tos_download.update(
 | ||
|                     {"bkLOSS": float(f"{((sum(tx_b['bk']) - sum(rx_a['bk'])) / sum(tx_b['bk'])) * 100:.2f}")})
 | ||
|                 tos_download.update(
 | ||
|                     {"beLOSS": float(f"{((sum(tx_b['be']) - sum(rx_a['be'])) / sum(tx_b['be'])) * 100:.2f}")})
 | ||
|                 tos_download.update({"videoLOSS": float(
 | ||
|                     f"{((sum(tx_b['video']) - sum(rx_a['video'])) / sum(tx_b['video'])) * 100:.2f}")})
 | ||
|                 tos_download.update({"voiceLOSS": float(
 | ||
|                     f"{((sum(tx_b['voice']) - sum(rx_a['voice'])) / sum(tx_b['voice'])) * 100:.2f}")})
 | ||
|             tos_download.update({'tx_b': tx_b})
 | ||
|             tos_download.update({'rx_a': rx_a})
 | ||
|             tos_download.update({'delay': delay})
 | ||
|         else:
 | ||
|             print("no RX values available to evaluate QOS")
 | ||
|         key = case + " " + "Mbps"
 | ||
|         return {key: tos_download}
 | ||
| 
 | ||
|     def set_report_data(self, data):
 | ||
|         print(data)
 | ||
|         res = {}
 | ||
|         if data is not None:
 | ||
|             for i in range(len(data)):
 | ||
|                 res.update({self.test_case[i]: data[i]})
 | ||
|         else:
 | ||
|             print("No Data found to generate report!")
 | ||
|             exit(1)
 | ||
|         if self.test_case is not None:
 | ||
|             table_df = {}
 | ||
|             num_stations = []
 | ||
|             throughput = []
 | ||
|             graph_df = {}
 | ||
|             for case in self.test_case:
 | ||
|                 throughput_df = [[], [], [], []]
 | ||
|                 pkt_loss_df = [[], [], [], []]
 | ||
|                 latency_df = [[], [], [], []]
 | ||
|                 if case == "2.4g" or case == "2.4G":
 | ||
|                     num_stations.append("{}  - bgn-AC".format(str(len(self.sta_list))))
 | ||
|                 elif case == "5g" or case == "5G":
 | ||
|                     num_stations.append("{} - an-AC".format(str(len(self.sta_list))))
 | ||
|                 elif case == "both" or case == "BOTH":
 | ||
|                     num_stations.append(
 | ||
|                         "{}  - bgn-AC  + {} - an-AC ".format(str(len(self.sta_list) // 2), str(len(self.sta_list) // 2)))
 | ||
|                 for key in res[case]:
 | ||
|                     throughput.append(
 | ||
|                         "BK : {}, BE : {}, VI: {}, VO: {}".format(res[case][key]["bkQOS"],
 | ||
|                                                                   res[case][key]["beQOS"],
 | ||
|                                                                   res[case][key][
 | ||
|                                                                       "videoQOS"],
 | ||
|                                                                   res[case][key][
 | ||
|                                                                       "voiceQOS"]))
 | ||
|                     throughput_df[0].append(res[case][key]['bkQOS'])
 | ||
|                     throughput_df[1].append(res[case][key]['beQOS'])
 | ||
|                     throughput_df[2].append(res[case][key]['videoQOS'])
 | ||
|                     throughput_df[3].append(res[case][key]['voiceQOS'])
 | ||
|                     pkt_loss_df[0].append(res[case][key]['bkLOSS'])
 | ||
|                     pkt_loss_df[1].append(res[case][key]['beLOSS'])
 | ||
|                     pkt_loss_df[2].append(res[case][key]['videoLOSS'])
 | ||
|                     pkt_loss_df[3].append(res[case][key]['voiceLOSS'])
 | ||
|                     latency_df[0].append(res[case][key]['bkDELAY'])
 | ||
|                     latency_df[1].append(res[case][key]['beDELAY'])
 | ||
|                     latency_df[2].append(res[case][key]['videoDELAY'])
 | ||
|                     latency_df[3].append(res[case][key]['voiceDELAY'])
 | ||
|                 table_df.update({"No of Stations": num_stations})
 | ||
|                 table_df.update({"Throughput for Load {}".format(key): throughput})
 | ||
|                 graph_df.update({case: [throughput_df, pkt_loss_df, latency_df]})
 | ||
|             res.update({"throughput_table_df": table_df})
 | ||
|             res.update({"graph_df": graph_df})
 | ||
|         return res
 | ||
| 
 | ||
|     def generate_report(self, data, test_setup_info, input_setup_info):
 | ||
|         res = self.set_report_data(data)
 | ||
|         report = lf_report(_output_pdf="throughput_qos.pdf", _output_html="throughput_qos.html")
 | ||
|         report_path = report.get_path()
 | ||
|         report_path_date_time = report.get_path_date_time()
 | ||
|         print("path: {}".format(report_path))
 | ||
|         print("path_date_time: {}".format(report_path_date_time))
 | ||
|         report.set_title("Throughput QOS")
 | ||
|         report.build_banner()
 | ||
|         # objective title and description
 | ||
|         report.set_obj_html(_obj_title="Objective",
 | ||
|                             _obj="Through this test we can evaluate the throughput for given number of clients which"
 | ||
|                                  " runs the traffic with a particular Type of Service i.e BK,BE,VI,VO")
 | ||
|         report.build_objective()
 | ||
|         report.test_setup_table(test_setup_data=test_setup_info, value="Device Under Test")
 | ||
|         report.set_table_title(
 | ||
|             "Overall download Throughput for all TOS i.e BK | BE | Video (VI) | Voice (VO)")
 | ||
|         report.build_table_title()
 | ||
|         df_throughput = pd.DataFrame(res["throughput_table_df"])
 | ||
|         report.set_table_dataframe(df_throughput)
 | ||
|         report.build_table()
 | ||
|         for key in res["graph_df"]:
 | ||
|             report.set_graph_title(f"Overall Download throughput for {len(self.sta_list)} -   {key} clients with different TOS.")
 | ||
|             report.set_obj_html(_obj_title="", _obj="The below graph represents overall download throughput for all "
 | ||
|                                                     "connected stations running BK, BE, VO, VI traffic with different "
 | ||
|                                                     "intended loads per station – {}".format(res["graph_df"][key].keys()))
 | ||
|             report.build_graph_title()
 | ||
|             report.build_objective()
 | ||
| 
 | ||
|             graph = lf_bar_graph(_data_set=res["graph_df"][key][0],
 | ||
|                                  _xaxis_name="Load per Type of Service",
 | ||
|                                  _yaxis_name="Throughput (Mbps)",
 | ||
|                                  _xaxis_categories=[1],
 | ||
|                                  _xaxis_label=['1 Mbps', '2 Mbps', '3 Mbps', '4 Mbps', '5 Mbps'],
 | ||
|                                  _graph_image_name=f"tos_download_{key}Hz",
 | ||
|                                  _label=["BK", "BE", "VI", "VO"],
 | ||
|                                  _xaxis_step=1,
 | ||
|                                  _graph_title="Overall download throughput – BK,BE,VO,VI traffic streams",
 | ||
|                                  _title_size=16,
 | ||
|                                  _color=['orangered', 'greenyellow', 'steelblue', 'blueviolet'],
 | ||
|                                  _color_edge='black',
 | ||
|                                  _bar_width=0.15,
 | ||
|                                  _dpi=96,
 | ||
|                                  _enable_csv=True,
 | ||
|                                  _color_name=['orangered', 'greenyellow', 'steelblue', 'blueviolet'])
 | ||
|             graph_png = graph.build_bar_graph()
 | ||
| 
 | ||
|             print("graph name {}".format(graph_png))
 | ||
| 
 | ||
|             report.set_graph_image(graph_png)
 | ||
|             # need to move the graph image to the results directory
 | ||
|             report.move_graph_image()
 | ||
|             report.set_csv_filename(graph_png)
 | ||
|             report.move_csv_file()
 | ||
|             report.build_graph()
 | ||
|             report.set_graph_title(f"Overall Packet loss for {len(self.sta_list)} -  {key} clients with different TOS.")
 | ||
|             report.set_obj_html(_obj_title="",
 | ||
|                                 _obj="This graph shows the overall packet loss for the connected stations "
 | ||
|                                      "for BK,BE,VO,VI traffic with intended load per station – {}".format(res["graph_df"][key].keys()))
 | ||
|             report.build_graph_title()
 | ||
|             report.build_objective()
 | ||
| 
 | ||
|             graph = lf_bar_graph(_data_set=res["graph_df"][key][1],
 | ||
|                                  _xaxis_name="Load per Type of Service",
 | ||
|                                  _yaxis_name="Packet Loss (%)",
 | ||
|                                  _xaxis_categories=[1],
 | ||
|                                  _xaxis_label=['1 Mbps', '2 Mbps', '3 Mbps', '4 Mbps', '5 Mbps'],
 | ||
|                                  _graph_image_name=f"pkt_loss_{key}Hz",
 | ||
|                                  _label=["BK", "BE", "VI", "VO"],
 | ||
|                                  _xaxis_step=1,
 | ||
|                                  _graph_title="Load vs Packet Loss",
 | ||
|                                  _title_size=16,
 | ||
|                                  _color=['orangered', 'greenyellow', 'steelblue', 'blueviolet'],
 | ||
|                                  _color_edge='black',
 | ||
|                                  _bar_width=0.15,
 | ||
|                                  _dpi=96,
 | ||
|                                  _enable_csv=True,
 | ||
|                                  _color_name=['orangered', 'greenyellow', 'steelblue', 'blueviolet'])
 | ||
|             graph_png = graph.build_bar_graph()
 | ||
| 
 | ||
|             print("graph name {}".format(graph_png))
 | ||
| 
 | ||
|             report.set_graph_image(graph_png)
 | ||
|             # need to move the graph image to the results directory
 | ||
|             report.move_graph_image()
 | ||
|             report.set_csv_filename(graph_png)
 | ||
|             report.move_csv_file()
 | ||
|             report.build_graph()
 | ||
|             report.set_obj_html(
 | ||
|                     _obj_title=f"Overall Latency for {len(self.sta_list)} -  {key} clients with different TOS.",
 | ||
|                     _obj="This graph shows the overall Latency for the connected stations "
 | ||
|                          "for BK,BE,VO,VI traffic with intended load per station – {}".format(res["graph_df"][key].keys()))
 | ||
|             report.build_objective()
 | ||
| 
 | ||
|             graph = lf_bar_graph(_data_set=res["graph_df"][key][2],
 | ||
|                                  _xaxis_name="Load per Type of Service",
 | ||
|                                  _yaxis_name="Average Latency (in seconds)",
 | ||
|                                  _xaxis_categories=[1],
 | ||
|                                  _xaxis_label=['1 Mbps', '2 Mbps', '3 Mbps', '4 Mbps', '5 Mbps'],
 | ||
|                                  _graph_image_name=f"latency_{key}Hz",
 | ||
|                                  _label=["BK", "BE", "VI", "VO"],
 | ||
|                                  _xaxis_step=1,
 | ||
|                                  _graph_title="Overall Download Latency – BK,BE,VO,VI traffic streams",
 | ||
|                                  _title_size=16,
 | ||
|                                  _show_bar_value=True,
 | ||
|                                  _color=['orangered', 'yellowgreen', 'steelblue', 'blueviolet'],
 | ||
|                                  _color_edge='black',
 | ||
|                                  _bar_width=0.15,
 | ||
|                                  _dpi=96,
 | ||
|                                  _enable_csv=True,
 | ||
|                                  _color_name=['orangered', 'yellowgreen', 'steelblue', 'blueviolet'])
 | ||
|             graph_png = graph.build_bar_graph()
 | ||
| 
 | ||
|             print("graph name {}".format(graph_png))
 | ||
| 
 | ||
|             report.set_graph_image(graph_png)
 | ||
|             # need to move the graph image to the results directory
 | ||
|             report.move_graph_image()
 | ||
|             report.set_csv_filename(graph_png)
 | ||
|             report.move_csv_file()
 | ||
|             report.build_graph()
 | ||
|         self.generate_individual_graph(res, report)
 | ||
|         report.test_setup_table(test_setup_data=input_setup_info, value="Information")
 | ||
|         report.build_custom()
 | ||
|         report.write_html()
 | ||
|         report.write_pdf()
 | ||
| 
 | ||
|     def generate_individual_graph(self, res, report):
 | ||
|         if len(res.keys()) > 0:
 | ||
|             if "throughput_table_df" in res:
 | ||
|                 res.pop("throughput_table_df")
 | ||
|             if "graph_df" in res:
 | ||
|                 res.pop("graph_df")
 | ||
|             for key in res:
 | ||
|                 for load in res[key]:
 | ||
|                     report.set_obj_html(
 | ||
|                         _obj_title=f"Individual download throughput with intended load {load}/station for traffic BK(WiFi).",
 | ||
|                         _obj=f"The below graph represents individual throughput for {len(self.sta_list)} clients running BK "
 | ||
|                              f"(WiFi) traffic.  X- axis shows “number of clients” and Y-axis shows “"
 | ||
|                              f"Throughput in Mbps”.")
 | ||
|                     report.build_objective()
 | ||
|                     graph = lf_bar_graph(_data_set=[res[key][load]['bk']], _xaxis_name="Clients running - BK",
 | ||
|                                          _yaxis_name="Throughput in Mbps",
 | ||
|                                          _xaxis_categories=[i + 1 for i in range(len(self.sta_list))],
 | ||
|                                          _xaxis_label=[i + 1 for i in range(len(self.sta_list))],
 | ||
|                                          _label=["BK"],
 | ||
|                                          _xaxis_step=1,
 | ||
|                                          _xticks_font=8,
 | ||
|                                          _graph_title="Individual download throughput for BK(WIFI) traffic - {} clients".format(
 | ||
|                                              key),
 | ||
|                                          _title_size=16,
 | ||
|                                          _bar_width=0.15, _color_name=['orangered'],
 | ||
|                                          _enable_csv=True,
 | ||
|                                          _graph_image_name="{}_bk_{}".format(key, load), _color_edge=['black'],
 | ||
|                                          _color=['orangered'])
 | ||
|                     graph_png = graph.build_bar_graph()
 | ||
|                     print("graph name {}".format(graph_png))
 | ||
|                     report.set_graph_image(graph_png)
 | ||
|                     # need to move the graph image to the results
 | ||
|                     report.move_graph_image()
 | ||
|                     report.set_csv_filename(graph_png)
 | ||
|                     report.move_csv_file()
 | ||
|                     report.build_graph()
 | ||
|                     report.set_obj_html(
 | ||
|                         _obj_title=f"Individual download throughput with intended load {load}/station for traffic BE(WiFi).",
 | ||
|                         _obj=f"The below graph represents individual throughput for {len(self.sta_list)} clients running BE "
 | ||
|                              f"(WiFi) traffic.  X- axis shows “number of clients” and Y-axis shows "
 | ||
|                              f"“Throughput in Mbps”.")
 | ||
|                     report.build_objective()
 | ||
|                     graph = lf_bar_graph(_data_set=[res[key][load]['be']], _xaxis_name="Clients running - BE",
 | ||
|                                          _yaxis_name="Throughput in Mbps",
 | ||
|                                          _xaxis_categories=[i + 1 for i in range(len(self.sta_list))],
 | ||
|                                          _xaxis_label=[i + 1 for i in range(len(self.sta_list))],
 | ||
|                                          _label=["BE"],
 | ||
|                                          _xaxis_step=1,
 | ||
|                                          _xticks_font=8,
 | ||
|                                          _graph_title="Individual download throughput for BE(WIFI) traffic - {} clients".format(
 | ||
|                                              key),
 | ||
|                                          _title_size=16,
 | ||
|                                          _bar_width=0.15, _color_name=['yellowgreen'],
 | ||
|                                          _enable_csv=True,
 | ||
|                                          _graph_image_name="{}_be_{}".format(key, load), _color_edge=['black'],
 | ||
|                                          _color=['yellowgreen'])
 | ||
|                     graph_png = graph.build_bar_graph()
 | ||
|                     print("graph name {}".format(graph_png))
 | ||
|                     report.set_graph_image(graph_png)
 | ||
|                     # need to move the graph image to the results
 | ||
|                     report.move_graph_image()
 | ||
|                     report.set_csv_filename(graph_png)
 | ||
|                     report.move_csv_file()
 | ||
|                     report.build_graph()
 | ||
|                     report.set_obj_html(
 | ||
|                         _obj_title=f"Individual download throughput with intended load {load}/station for traffic VI(WiFi).",
 | ||
|                         _obj=f"The below graph represents individual throughput for {len(self.sta_list)} clients running VI "
 | ||
|                              f"(WiFi) traffic.  X- axis shows “number of clients” and Y-axis shows "
 | ||
|                              f"“Throughput in Mbps”.")
 | ||
|                     report.build_objective()
 | ||
|                     graph = lf_bar_graph(_data_set=[res[key][load]['video']], _xaxis_name="Clients running - VI",
 | ||
|                                          _yaxis_name="Throughput in Mbps",
 | ||
|                                          _xaxis_categories=[i + 1 for i in range(len(self.sta_list))],
 | ||
|                                          _xaxis_label=[i + 1 for i in range(len(self.sta_list))],
 | ||
|                                          _label=["Video"],
 | ||
|                                          _xaxis_step=1,
 | ||
|                                          _xticks_font=8,
 | ||
|                                          _graph_title="Individual download throughput for VI(WIFI) traffic - {} clients".format(
 | ||
|                                              key),
 | ||
|                                          _title_size=16,
 | ||
|                                          _bar_width=0.15, _color_name=['steelblue'],
 | ||
|                                          _enable_csv=True,
 | ||
|                                          _graph_image_name="{}_video_{}".format(key, load),
 | ||
|                                          _color_edge=['black'],
 | ||
|                                          _color=['steelblue'])
 | ||
|                     graph_png = graph.build_bar_graph()
 | ||
|                     print("graph name {}".format(graph_png))
 | ||
|                     report.set_graph_image(graph_png)
 | ||
|                     # need to move the graph image to the results
 | ||
|                     report.move_graph_image()
 | ||
|                     report.set_csv_filename(graph_png)
 | ||
|                     report.move_csv_file()
 | ||
|                     report.build_graph()
 | ||
|                     report.set_obj_html(
 | ||
|                         _obj_title=f"Individual download throughput with intended load {load}/station for traffic VO(WiFi).",
 | ||
|                         _obj=f"The below graph represents individual throughput for {len(self.sta_list)} clients running VO "
 | ||
|                              f"(WiFi) traffic.  X- axis shows “number of clients” and Y-axis shows "
 | ||
|                              f"“Throughput in Mbps”.")
 | ||
|                     report.build_objective()
 | ||
|                     graph = lf_bar_graph(_data_set=[res[key][load]['voice']], _xaxis_name="Clients running - VO",
 | ||
|                                          _yaxis_name="Throughput in Mbps",
 | ||
|                                          _xaxis_categories=[i + 1 for i in range(len(self.sta_list))],
 | ||
|                                          _xaxis_label=[i + 1 for i in range(len(self.sta_list))],
 | ||
|                                          _label=['Voice'],
 | ||
|                                          _xaxis_step=1,
 | ||
|                                          _xticks_font=8,
 | ||
|                                          _graph_title="Individual download throughput for VO(WIFI) traffic - {} clients".format(
 | ||
|                                              key),
 | ||
|                                          _title_size=16,
 | ||
|                                          _bar_width=0.15, _color_name=['blueviolet'],
 | ||
|                                          _enable_csv=True,
 | ||
|                                          _graph_image_name="{}_voice_{}".format(key, load),
 | ||
|                                          _color_edge=['black'],
 | ||
|                                          _color=['blueviolet'])
 | ||
|                     graph_png = graph.build_bar_graph()
 | ||
|                     print("graph name {}".format(graph_png))
 | ||
|                     report.set_graph_image(graph_png)
 | ||
|                     # need to move the graph image to the results
 | ||
|                     report.move_graph_image()
 | ||
|                     report.set_csv_filename(graph_png)
 | ||
|                     report.move_csv_file()
 | ||
|                     report.build_graph()
 | ||
|         else:
 | ||
|             print("No individual graph to generate.")
 | ||
| 
 | ||
| 
 | ||
| 
 | ||
| def main():
 | ||
|     parser = Realm.create_basic_argparse(
 | ||
|         prog='throughput_QOS.py',
 | ||
|         formatter_class=argparse.RawTextHelpFormatter,
 | ||
|         epilog='''\
 | ||
|             Create stations and endpoints and runs L3 traffic with various IP type of service(BK |  BE | Video | Voice)
 | ||
|             ''',
 | ||
|         description='''\
 | ||
| throughput_QOS.py:
 | ||
| --------------------
 | ||
| Generic command layout:
 | ||
| 
 | ||
| python3 ./throughput_QOS.py
 | ||
|     --upstream_port eth1
 | ||
|     --radio_2g wiphy0
 | ||
|     --num_stations 32
 | ||
|     --security {open|wep|wpa|wpa2|wpa3}
 | ||
|     --mode   1
 | ||
|         {"auto"   : "0",
 | ||
|         "a"      : "1",
 | ||
|         "b"      : "2",
 | ||
|         "g"      : "3",
 | ||
|         "abg"    : "4",
 | ||
|         "abgn"   : "5",
 | ||
|         "bgn"    : "6",
 | ||
|         "bg"     : "7",
 | ||
|         "abgnAC" : "8",
 | ||
|         "anAC"   : "9", 
 | ||
|         "an"     : "10",
 | ||
|         "bgnAC"  : "11",
 | ||
|         "abgnAX" : "12",
 | ||
|         "bgnAX"  : "13"}
 | ||
|     --ssid netgear
 | ||
|     --password admin123
 | ||
|     --a_min 3000
 | ||
|     --b_min 1000
 | ||
|     --ap "00:0e:8e:78:e1:76"
 | ||
|     --debug
 | ||
|     --ap_name Netgear RC6700
 | ||
|     --upstream_port eth1        (upstream Port)
 | ||
|     --traffic_type lf_udp       (traffic type, lf_udp | lf_tcp)
 | ||
|     --test_duration 5m          (duration to run traffic 5m --> 5 Minutes)
 | ||
|     --create_sta False          (False, means it will not create stations and use the sta_names specified below)
 | ||
|     --sta_names sta000,sta001,sta002 (used if --create_sta is False, comma separated names of stations)
 | ||
|     ''')
 | ||
|     parser.add_argument('--mode', help='Used to force mode of stations', default="0")
 | ||
|     parser.add_argument('--ap', help='Used to force a connection to a particular AP')
 | ||
|     parser.add_argument('--traffic_type', help='Select the Traffic Type [lf_udp, lf_tcp]', required=True)
 | ||
|     parser.add_argument('--a_min', help='--a_min bps rate minimum for side_a', default=256000)
 | ||
|     parser.add_argument('--b_min', help='--b_min bps rate minimum for side_b', default=256000)
 | ||
|     parser.add_argument('--test_duration', help='--test_duration sets the duration of the test', default="2m")
 | ||
|     parser.add_argument('--create_sta', help='Used to force a connection to a particular AP', default=True)
 | ||
|     parser.add_argument('--sta_names', help='Used to force a connection to a particular AP', default="sta0000")
 | ||
|     parser.add_argument('--tos', help='used to provide different ToS settings: BK | BE | VI | VO | numeric',
 | ||
|                         default="Best Effort")
 | ||
|     parser.add_argument('--ap_name', help="AP Model Name", default="Test-AP")
 | ||
|     parser.add_argument('--bands', help='used to run on multiple radio bands,can be used with multiple stations',
 | ||
|                         default="2.4G, 5G, BOTH", required=True)
 | ||
|     parser.add_argument('--ssid_2g', help="ssid for  2.4Ghz band")
 | ||
|     parser.add_argument('--security_2g', help="security type for  2.4Ghz band")
 | ||
|     parser.add_argument('--passwd_2g', help="password for 2.4Ghz band")
 | ||
|     parser.add_argument('--ssid_5g', help="ssid for  5Ghz band")
 | ||
|     parser.add_argument('--security_5g', help="security type  for  5Ghz band")
 | ||
|     parser.add_argument('--passwd_5g', help="password for  5Ghz band")
 | ||
|     parser.add_argument('--radio_2g', help="radio which supports 2.4G bandwidth", default="wiphy0")
 | ||
|     parser.add_argument('--radio_5g', help="radio which supports 5G bandwidth", default="wiphy1")
 | ||
|     args = parser.parse_args()
 | ||
|     print("--------------------------------------------")
 | ||
|     print(args)
 | ||
|     print("--------------------------------------------")
 | ||
|     args.test_case = args.bands.split(',')
 | ||
|     test_results = []
 | ||
|     loads = {}
 | ||
|     bands = []
 | ||
|     station_list = []
 | ||
| 
 | ||
|     if (args.a_min is not None) and (args.b_min is not None):
 | ||
|         if (type(args.a_min) is not int) and (type(args.b_min) is not int):
 | ||
|             args.a_min = args.a_min.split(',')
 | ||
|             args.b_min = args.b_min.split(',')
 | ||
|             loads = {"a_min": args.a_min, "b_min": args.b_min}
 | ||
|         else:
 | ||
|             args.a_min = str(args.a_min).split(",")
 | ||
|             args.b_min = str(args.b_min).split(",")
 | ||
|             loads = {"a_min": args.a_min, "b_min": args.b_min}
 | ||
| 
 | ||
|     if args.bands is not None:
 | ||
|         bands = args.bands.split(',')
 | ||
| 
 | ||
|     if args.test_duration is not None:
 | ||
|         args.test_duration = args.test_duration.strip('m')
 | ||
| 
 | ||
|     test_start_time = datetime.datetime.now().strftime("%b %d %H:%M:%S")
 | ||
|     print("Test started at: ", test_start_time)
 | ||
| 
 | ||
|     for i in range(len(bands)):
 | ||
|         if bands[i] == "2.4G" or bands[i] == "2.4g":
 | ||
|             args.bands = bands[i]
 | ||
|             args.mode = 11
 | ||
|             if args.create_sta:
 | ||
|                 station_list = LFUtils.portNameSeries(prefix_="sta", start_id_=0, end_id_=int(args.num_stations) - 1,
 | ||
|                                                       padding_number_=10000, radio=args.radio_2g)
 | ||
|             else:
 | ||
|                 station_list = args.sta_names.split(",")
 | ||
|         elif bands[i] == "5G" or bands[i] == "5g":
 | ||
|             args.bands = bands[i]
 | ||
|             args.mode = 9
 | ||
|             if args.create_sta:
 | ||
|                 station_list = LFUtils.portNameSeries(prefix_="sta", start_id_=0, end_id_=int(args.num_stations) - 1,
 | ||
|                                                       padding_number_=10000,
 | ||
|                                                       radio=args.radio_5g)
 | ||
|             else:
 | ||
|                 station_list = args.sta_names.split(",")
 | ||
|         elif bands[i] == "BOTH" or bands[i] == "both":
 | ||
|             args.bands = bands[i]
 | ||
|             args.mode = 0
 | ||
|             if (int(args.num_stations) % 2) != 0:
 | ||
|                 print("Number of stations for Both Band should be even in number.")
 | ||
|                 exit(1)
 | ||
|             mid = int(args.num_stations) // 2
 | ||
|             if args.create_sta:
 | ||
|                 station_list = LFUtils.portNameSeries(prefix_="sta", start_id_=0, end_id_=mid - 1,
 | ||
|                                                       padding_number_=10000,
 | ||
|                                                       radio=args.radio_2g)
 | ||
|                 station_list.extend(LFUtils.portNameSeries(prefix_="sta", start_id_=mid,
 | ||
|                                                            end_id_=int(args.num_stations) - 1,
 | ||
|                                                            padding_number_=10000,
 | ||
|                                                            radio=args.radio_5g))
 | ||
|             else:
 | ||
|                 station_list = args.sta_names.split(",")
 | ||
|         else:
 | ||
|             print("Band " + bands[i] + " Not Exist")
 | ||
|             exit(1)
 | ||
|         print("------------------------")
 | ||
|         print(args.bands)
 | ||
|         print("------------------------")
 | ||
|         # ---------------------------------------#
 | ||
|         for index in range(len(loads["b_min"])):
 | ||
|             throughput_qos = ThroughputQOS(host=args.mgr,
 | ||
|                                            port=args.mgr_port,
 | ||
|                                            number_template="0000",
 | ||
|                                            ap_name=args.ap_name,
 | ||
|                                            sta_list=station_list,
 | ||
|                                            create_sta=args.create_sta,
 | ||
|                                            name_prefix="TOS-",
 | ||
|                                            upstream=args.upstream_port,
 | ||
|                                            ssid=args.ssid,
 | ||
|                                            password=args.passwd,
 | ||
|                                            security=args.security,
 | ||
|                                            ssid_2g=args.ssid_2g,
 | ||
|                                            password_2g=args.passwd_2g,
 | ||
|                                            security_2g=args.security_2g,
 | ||
|                                            ssid_5g=args.ssid_5g,
 | ||
|                                            password_5g=args.passwd_5g,
 | ||
|                                            security_5g=args.security_5g,
 | ||
|                                            radio_2g=args.radio_2g,
 | ||
|                                            radio_5g=args.radio_5g,
 | ||
|                                            test_duration=args.test_duration,
 | ||
|                                            use_ht160=False,
 | ||
|                                            side_a_min_rate=int(loads['a_min'][index]),
 | ||
|                                            side_b_min_rate=int(loads['b_min'][index]),
 | ||
|                                            mode=args.mode,
 | ||
|                                            bands=args.bands,
 | ||
|                                            ap=args.ap,
 | ||
|                                            traffic_type=args.traffic_type,
 | ||
|                                            tos=args.tos,
 | ||
|                                            test_case=args.test_case,
 | ||
|                                            _debug_on=args.debug)
 | ||
|             throughput_qos.pre_cleanup()
 | ||
|             throughput_qos.build()
 | ||
| 
 | ||
|             if args.create_sta:
 | ||
|                 if not throughput_qos.passes():
 | ||
|                     print(throughput_qos.get_fail_message())
 | ||
|                     throughput_qos.exit_fail()
 | ||
|             try:
 | ||
|                 layer3connections = ','.join([[*x.keys()][0] for x in throughput_qos.json_get('endp')['endpoint']])
 | ||
|             except:
 | ||
|                 raise ValueError('Try setting the upstream port flag if your device does not have an eth1 port')
 | ||
|             throughput_qos.start(False, False)
 | ||
|             time.sleep(int(args.test_duration) * 60)
 | ||
|             throughput_qos.stop()
 | ||
|             test_results.append(throughput_qos.evaluate_qos())
 | ||
|             if args.create_sta:
 | ||
|                 if not throughput_qos.passes():
 | ||
|                     print(throughput_qos.get_fail_message())
 | ||
|                     throughput_qos.exit_fail()
 | ||
|                 LFUtils.wait_until_ports_admin_up(port_list=station_list)
 | ||
|                 if throughput_qos.passes():
 | ||
|                     throughput_qos.success()
 | ||
|                 throughput_qos.cleanup()
 | ||
| 
 | ||
|     test_end_time = datetime.datetime.now().strftime("%b %d %H:%M:%S")
 | ||
|     print("Test ended at: ", test_end_time)
 | ||
|     test_setup_info = {
 | ||
|         "AP Model": throughput_qos.ap_name,
 | ||
|         "SSID": throughput_qos.ssid,
 | ||
|         "SSID - 2.4 Ghz": throughput_qos.ssid_2g,
 | ||
|         "SSID - 5 Ghz": throughput_qos.ssid_5g,
 | ||
|         "Test Duration": datetime.datetime.strptime(test_end_time, "%b %d %H:%M:%S") - datetime.datetime.strptime(
 | ||
|             test_start_time, "%b %d %H:%M:%S")
 | ||
|     }
 | ||
|     if throughput_qos.ssid is None:
 | ||
|         test_setup_info.pop("SSID")
 | ||
|     else:
 | ||
|         if throughput_qos.ssid_2g is None:
 | ||
|             test_setup_info.pop("SSID - 2.4 Ghz")
 | ||
|         if throughput_qos.ssid_5g is None:
 | ||
|             test_setup_info.pop("SSID - 5 Ghz")
 | ||
|     input_setup_info = {
 | ||
|         "contact": "support@candelatech.com"
 | ||
|     }
 | ||
|     data = test_results
 | ||
|     throughput_qos.generate_report(data=data, test_setup_info=test_setup_info, input_setup_info=input_setup_info)
 | ||
| 
 | ||
| 
 | ||
| if __name__ == "__main__":
 | ||
|     main()
 | 
