1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
|
#!/usr/bin/python
##
## Copyright (c) 2020 Intel Corporation
##
## Licensed under the Apache License, Version 2.0 (the "License");
## you may not use this file except in compliance with the License.
## You may obtain a copy of the License at
##
##
## http://www.apache.org/licenses/LICENSE-2.0
##
## Unless required by applicable law or agreed to in writing, software
## distributed under the License is distributed on an "AS IS" BASIS,
## WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
## See the License for the specific language governing permissions and
## limitations under the License.
##
import sys
import time
import copy
from math import ceil
from statistics import mean
from past.utils import old_div
from rapid_log import RapidLog
from rapid_log import bcolors
from rapid_test import RapidTest
inf = float("inf")
class FlowSizeTest(RapidTest):
"""
Class to manage the flowsizetesting
"""
def __init__(self, test_param, lat_percentile, runtime, testname,
environment_file, gen_machine, sut_machine, background_machines, sleep_time):
super().__init__(test_param, runtime, testname, environment_file)
self.gen_machine = gen_machine
self.sut_machine = sut_machine
self.background_machines = background_machines
self.test['lat_percentile'] = lat_percentile
self.test['sleep_time'] = sleep_time
if self.test['test'] == 'TST009test':
# This test implements some of the testing as defined in
# https://docbox.etsi.org/ISG/NFV/open/Publications_pdf/Specs-Reports/NFV-TST%20009v3.2.1%20-%20GS%20-%20NFVI_Benchmarks.pdf
self.test['TST009_n'] = int(ceil(old_div(
self.test['maxframespersecondallingress'],
self.test['stepsize'])))
self.test['TST009'] = True
self.test['TST009_L'] = 0
self.test['TST009_R'] = self.test['TST009_n'] - 1
self.test['TST009_S']= []
for m in range(0, self.test['TST009_n']):
self.test['TST009_S'].append((m+1) * self.test['stepsize'])
elif self.test['test'] == 'fixed_rate':
for key in['drop_rate_threshold','lat_avg_threshold',
'lat_perc_threshold','lat_max_threshold','mis_ordered_threshold']:
self.test[key] = inf
def new_speed(self, speed,size,success):
if self.test['test'] == 'fixed_rate':
return (self.test['startspeed'])
elif self.test['test'] == 'increment_till_fail':
return (speed + self.test['step'])
elif 'TST009' in self.test.keys():
if success:
self.test['TST009_L'] = self.test['TST009_m'] + 1
else:
self.test['TST009_R'] = max(self.test['TST009_m'] - 1,
self.test['TST009_L'])
self.test['TST009_m'] = int (old_div((self.test['TST009_L'] +
self.test['TST009_R']),2))
return (self.get_percentageof10Gbps(self.test['TST009_S'][self.test['TST009_m']],size))
else:
if success:
self.test['minspeed'] = speed
else:
self.test['maxspeed'] = speed
return (old_div((self.test['minspeed'] + self.test['maxspeed']),2.0))
def get_start_speed_and_init(self, size):
if self.test['test'] == 'fixed_rate':
return (self.test['startspeed'])
elif self.test['test'] == 'increment_till_fail':
return (self.test['startspeed'])
elif 'TST009' in self.test.keys():
self.test['TST009_L'] = 0
self.test['TST009_R'] = self.test['TST009_n'] - 1
self.test['TST009_m'] = int(old_div((self.test['TST009_L'] +
self.test['TST009_R']), 2))
return (self.get_percentageof10Gbps(self.test['TST009_S'][self.test['TST009_m']],size))
else:
self.test['minspeed'] = 0
self.test['maxspeed'] = self.test['startspeed']
return (self.test['startspeed'])
def resolution_achieved(self):
if self.test['test'] == 'fixed_rate':
return (True)
elif 'TST009' in self.test.keys():
return (self.test['TST009_L'] == self.test['TST009_R'])
else:
return ((self.test['maxspeed'] - self.test['minspeed']) <= self.test['accuracy'])
def warm_up(self):
# Running at low speed to make sure the ARP messages can get through.
# If not doing this, the ARP message could be dropped by a switch in overload and then the test will not give proper results
# Note however that if we would run the test steps during a very long time, the ARP would expire in the switch.
# PROX will send a new ARP request every seconds so chances are very low that they will all fail to get through
imix = self.test['warmupimix']
FLOWSIZE = self.test['warmupflowsize']
WARMUPSPEED = self.test['warmupspeed']
WARMUPTIME = self.test['warmuptime']
if WARMUPTIME == 0:
RapidLog.info(("Not Warming up"))
return
RapidLog.info(("Warming up during {} seconds..., packet size = {},"
" flows = {}, speed = {}").format(WARMUPTIME, imix, FLOWSIZE,
WARMUPSPEED))
self.gen_machine.set_generator_speed(WARMUPSPEED)
self.set_background_speed(self.background_machines, WARMUPSPEED)
self.gen_machine.set_udp_packet_size(imix)
self.set_background_size(self.background_machines, imix)
if FLOWSIZE:
_ = self.gen_machine.set_flows(FLOWSIZE)
self.set_background_flows(self.background_machines, FLOWSIZE)
self.gen_machine.start()
self.start_background_traffic(self.background_machines)
time.sleep(WARMUPTIME)
self.stop_background_traffic(self.background_machines)
self.gen_machine.stop()
def run(self):
result_details = {'Details': 'Nothing'}
TestResult = 0
end_data = {}
iteration_prefix = {}
self.warm_up()
for imix in self.test['imixs']:
size = mean(imix)
self.gen_machine.set_udp_packet_size(imix)
if self.background_machines:
backgroundinfo = ('{}Running {} x background traffic not '
'represented in the table{}').format(bcolors.FLASH,
len(self.background_machines),bcolors.ENDC)
else:
backgroundinfo = '{}{}'.format(bcolors.FLASH,bcolors.ENDC)
self.set_background_size(self.background_machines, imix)
RapidLog.info('+' + '-' * 200 + '+')
RapidLog.info(("| UDP, {:>5} bytes, different number of flows by "
"randomizing SRC & DST UDP port. {:128.128}|").
format(round(size), backgroundinfo))
RapidLog.info('+' + '-' * 8 + '+' + '-' * 18 + '+' + '-' * 13 +
'+' + '-' * 13 + '+' + '-' * 13 + '+' + '-' * 24 + '+' +
'-' * 10 + '+' + '-' * 10 + '+' + '-' * 10 + '+' + '-' * 11
+ '+' + '-' * 11 + '+' + '-' * 11 + '+' + '-' * 11 + '+'
+ '-' * 7 + '+' + '-' * 11 + '+' + '-' * 4 + '+')
RapidLog.info(('| Flows | Speed requested | Gen by core | Sent by'
' NIC | Fwrd by SUT | Rec. by core | Avg. Lat.|{:.0f}'
' Pcentil| Max. Lat.| Sent | Received | Lost | Total'
' Lost|L.Ratio|Mis-ordered|Time').format(self.test['lat_percentile']*100))
RapidLog.info('+' + '-' * 8 + '+' + '-' * 18 + '+' + '-' * 13 +
'+' + '-' * 13 + '+' + '-' * 13 + '+' + '-' * 24 + '+' +
'-' * 10 + '+' + '-' * 10 + '+' + '-' * 10 + '+' + '-' * 11
+ '+' + '-' * 11 + '+' + '-' * 11 + '+' + '-' * 11 + '+'
+ '-' * 7 + '+' + '-' * 11 + '+' + '-' * 4 + '+')
for flow_number in self.test['flows']:
attempts = 0
self.gen_machine.reset_stats()
if self.sut_machine:
self.sut_machine.reset_stats()
if flow_number != 0:
flow_number = self.gen_machine.set_flows(flow_number)
self.set_background_flows(self.background_machines, flow_number)
end_data['speed'] = None
speed = self.get_start_speed_and_init(size)
while True:
attempts += 1
endwarning = False
print('{} flows: Measurement ongoing at speed: {}%'.format(
str(flow_number), str(round(speed, 2))), end=' \r')
sys.stdout.flush()
iteration_data = self.run_iteration(
float(self.test['runtime']),flow_number,size,speed)
if iteration_data['r'] > 1:
retry_warning = '{} {:1} retries needed{}'.format(
bcolors.WARNING, iteration_data['r'],
bcolors.ENDC)
else:
retry_warning = ''
# Drop rate is expressed in percentage. lat_used is a ratio
# (0 to 1). The sum of these 2 should be 100%.
# If the sum is lower than 95, it means that more than 5%
# of the latency measurements where dropped for accuracy
# reasons.
if (iteration_data['drop_rate'] +
iteration_data['lat_used'] * 100) < 95:
lat_warning = ('{} Latency accuracy issue?: {:>3.0f}%'
'{}').format(bcolors.WARNING,
iteration_data['lat_used'] * 100,
bcolors.ENDC)
else:
lat_warning = ''
iteration_prefix = {'speed' : bcolors.ENDC,
'lat_avg' : bcolors.ENDC,
'lat_perc' : bcolors.ENDC,
'lat_max' : bcolors.ENDC,
'abs_drop_rate' : bcolors.ENDC,
'mis_ordered' : bcolors.ENDC,
'drop_rate' : bcolors.ENDC}
if self.test['test'] == 'fixed_rate':
end_data = copy.deepcopy(iteration_data)
end_prefix = copy.deepcopy(iteration_prefix)
if lat_warning or retry_warning:
endwarning = '| | {:177.177} |'.format(
retry_warning + lat_warning)
success = True
# TestResult = TestResult + iteration_data['pps_rx']
# fixed rate testing result is strange: we just report
# the pps received
# The following if statement is testing if we pass the
# success criteria of a certain drop rate, average latency
# and maximum latency below the threshold.
# The drop rate success can be achieved in 2 ways: either
# the drop rate is below a treshold, either we want that no
# packet has been lost during the test.
# This can be specified by putting 0 in the .test file
elif ((self.get_pps(speed,size) - iteration_data['pps_tx']) / self.get_pps(speed,size)) \
< self.test['generator_threshold'] and \
((iteration_data['drop_rate'] < self.test['drop_rate_threshold']) or \
(iteration_data['abs_dropped']==self.test['drop_rate_threshold']==0)) and \
(iteration_data['lat_avg']< self.test['lat_avg_threshold']) and \
(iteration_data['lat_perc']< self.test['lat_perc_threshold']) and \
(iteration_data['lat_max'] < self.test['lat_max_threshold'] and \
iteration_data['mis_ordered'] <= self.test['mis_ordered_threshold']):
end_data = copy.deepcopy(iteration_data)
end_prefix = copy.deepcopy(iteration_prefix)
success = True
success_message=' SUCCESS'
if (old_div((self.get_pps(speed,size) - iteration_data['pps_tx']),self.get_pps(speed,size)))>0.01:
iteration_prefix['speed'] = bcolors.WARNING
if iteration_data['abs_tx_fail'] > 0:
gen_warning = bcolors.WARNING + ' Network limit?: requesting {:<.3f} Mpps and getting {:<.3f} Mpps - {} failed to be transmitted'.format(self.get_pps(speed,size), iteration_data['pps_tx'], iteration_data['abs_tx_fail']) + bcolors.ENDC
else:
gen_warning = bcolors.WARNING + ' Generator limit?: requesting {:<.3f} Mpps and getting {:<.3f} Mpps'.format(self.get_pps(speed,size), iteration_data['pps_tx']) + bcolors.ENDC
endwarning = '| | {:186.186} |'.format(retry_warning + lat_warning + gen_warning)
RapidLog.debug(self.report_result(-attempts, size,
iteration_data, iteration_prefix) + success_message +
retry_warning + lat_warning + gen_warning)
break
else:
iteration_prefix['speed'] = bcolors.ENDC
gen_warning = ''
if lat_warning or retry_warning:
endwarning = '| | {:186.186} |'.format(retry_warning + lat_warning)
RapidLog.debug(self.report_result(-attempts, size,
iteration_data, iteration_prefix) + success_message +
retry_warning + lat_warning + gen_warning)
else:
success_message=' FAILED'
if ((iteration_data['abs_dropped']>0) and (self.test['drop_rate_threshold'] ==0)):
iteration_prefix['abs_drop_rate'] = bcolors.FAIL
if (iteration_data['drop_rate'] <= self.test['drop_rate_threshold']):
iteration_prefix['drop_rate'] = bcolors.ENDC
else:
iteration_prefix['drop_rate'] = bcolors.FAIL
if (iteration_data['lat_avg']< self.test['lat_avg_threshold']):
iteration_prefix['lat_avg'] = bcolors.ENDC
else:
iteration_prefix['lat_avg'] = bcolors.FAIL
if (iteration_data['lat_perc']< self.test['lat_perc_threshold']):
iteration_prefix['lat_perc'] = bcolors.ENDC
else:
iteration_prefix['lat_perc'] = bcolors.FAIL
if (iteration_data['lat_max']< self.test['lat_max_threshold']):
iteration_prefix['lat_max'] = bcolors.ENDC
else:
iteration_prefix['lat_max'] = bcolors.FAIL
if ((old_div((self.get_pps(speed,size) - iteration_data['pps_tx']),self.get_pps(speed,size)))<0.001):
iteration_prefix['speed'] = bcolors.ENDC
else:
iteration_prefix['speed'] = bcolors.FAIL
if (iteration_data['mis_ordered']< self.test['mis_ordered_threshold']):
iteration_prefix['mis_ordered'] = bcolors.ENDC
else:
iteration_prefix['mis_ordered'] = bcolors.FAIL
success = False
RapidLog.debug(self.report_result(-attempts, size,
iteration_data, iteration_prefix) +
success_message + retry_warning + lat_warning)
speed = self.new_speed(speed, size, success)
if self.test['test'] == 'increment_till_fail':
if not success:
break
elif self.resolution_achieved():
break
if end_data['speed'] is None:
end_data = iteration_data
end_prefix = iteration_prefix
RapidLog.info('|{:>7} | {:<177} |'.format("FAILED","Speed 0 or close to 0, data for last failed step below:"))
RapidLog.info(self.report_result(flow_number, size,
end_data, end_prefix))
if end_data['avg_bg_rate']:
tot_avg_rx_rate = end_data['pps_rx'] + (end_data['avg_bg_rate'] * len(self.background_machines))
endtotaltrafficrate = '| | Total amount of traffic received by all generators during this test: {:>4.3f} Gb/s {:7.3f} Mpps {} |'.format(RapidTest.get_speed(tot_avg_rx_rate,size) , tot_avg_rx_rate, ' '*84)
RapidLog.info (endtotaltrafficrate)
if endwarning:
RapidLog.info (endwarning)
if self.test['test'] != 'fixed_rate':
TestResult = TestResult + end_data['pps_rx']
end_data['test'] = self.test['testname']
end_data['environment_file'] = self.test['environment_file']
end_data['Flows'] = flow_number
end_data['Size'] = size
end_data['RequestedSpeed'] = RapidTest.get_pps(end_data['speed'] ,size)
result_details = self.post_data(end_data)
RapidLog.debug(result_details)
RapidLog.info('+' + '-' * 8 + '+' + '-' * 18 + '+' + '-' * 13 +
'+' + '-' * 13 + '+' + '-' * 13 + '+' + '-' * 24 + '+' +
'-' * 10 + '+' + '-' * 10 + '+' + '-' * 10 + '+' + '-' * 11
+ '+' + '-' * 11 + '+' + '-' * 11 + '+' + '-' * 11 + '+'
+ '+' + '-' * 11 + '+'
+ '-' * 7 + '+' + '-' * 4 + '+')
return (TestResult, result_details)
|