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Michael Black
OpenXG-RAN
Commits
95108806
Commit
95108806
authored
Oct 14, 2021
by
hardy
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ci-scripts/stats_monitor_dev.py
ci-scripts/stats_monitor_dev.py
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ci-scripts/stats_monitor_dev.py
View file @
95108806
"""
To create graphs and pickle from runtime statistics in L1,MAC,RRC,PDCP files
"""
import
subprocess
import
time
import
shlex
import
re
import
sys
import
matplotlib.pyplot
as
plt
import
pickle
import
matplotlib.pyplot
as
plt
import
numpy
as
np
import
os
import
yaml
class
Stat
_
Monitor
():
class
StatMonitor
():
def
__init__
(
self
,):
with
open
(
'stats_monitor_conf.yaml'
,
'r'
)
as
f
:
self
.
d
=
yaml
.
load
(
f
)
with
open
(
'stats_monitor_conf.yaml'
,
'r'
)
as
f
ile
:
self
.
d
=
yaml
.
load
(
f
ile
)
for
node
in
self
.
d
:
for
metric
in
self
.
d
[
node
]:
self
.
d
[
node
][
metric
]
=
[]
def
process_enb
(
self
,
node_type
,
output
):
for
l
in
output
:
tmp
=
l
.
decode
(
"utf-8"
)
result
=
re
.
match
(
r
f
'^.*\bPHR\b ([0-9]+).+\bbler\b ([0-9]+\.[0-9]+).+\bmcsoff\b ([0-9]+).+\bmcs\b ([0-9]+)'
,
tmp
)
for
l
ine
in
output
:
tmp
=
l
ine
.
decode
(
"utf-8"
)
result
=
re
.
match
(
r'^.*\bPHR\b ([0-9]+).+\bbler\b ([0-9]+\.[0-9]+).+\bmcsoff\b ([0-9]+).+\bmcs\b ([0-9]+)'
,
tmp
)
if
result
is
not
None
:
self
.
d
[
node_type
][
'PHR'
].
append
(
int
(
result
.
group
(
1
)))
self
.
d
[
node_type
][
'bler'
].
append
(
float
(
result
.
group
(
2
)))
...
...
@@ -32,9 +35,9 @@ class Stat_Monitor():
def
process_gnb
(
self
,
node_type
,
output
):
for
l
in
output
:
tmp
=
l
.
decode
(
"utf-8"
)
result
=
re
.
match
(
r
f
'^.*\bPHR\b ([0-9]+).+\bbler\b ([0-9]+\.[0-9]+).+\bmcsoff\b ([0-9]+).+\bmcs\b ([0-9]+)'
,
tmp
)
for
l
ine
in
output
:
tmp
=
l
ine
.
decode
(
"utf-8"
)
result
=
re
.
match
(
r'^.*\bPHR\b ([0-9]+).+\bbler\b ([0-9]+\.[0-9]+).+\bmcsoff\b ([0-9]+).+\bmcs\b ([0-9]+)'
,
tmp
)
if
result
is
not
None
:
self
.
d
[
node_type
][
'PHR'
].
append
(
int
(
result
.
group
(
1
)))
self
.
d
[
node_type
][
'bler'
].
append
(
float
(
result
.
group
(
2
)))
...
...
@@ -42,9 +45,6 @@ class Stat_Monitor():
self
.
d
[
node_type
][
'mcs'
].
append
(
int
(
result
.
group
(
4
)))
def
collect
(
self
,
node_type
):
if
node_type
==
'enb'
:
cmd
=
'cat L1_stats.log MAC_stats.log PDCP_stats.log RRC_stats.log'
...
...
@@ -55,12 +55,12 @@ class Stat_Monitor():
if
node_type
==
'enb'
:
self
.
process_enb
(
node_type
,
output
)
else
:
#'gnb'
self
.
process_gnb
(
node_type
,
output
)
self
.
process_gnb
(
node_type
,
output
)
def
graph
(
self
,
node_type
):
def
graph
(
self
,
node_type
):
col
=
1
figure
,
axis
=
plt
.
subplots
(
len
(
self
.
d
[
node_type
]),
col
,
figsize
=
(
10
,
10
))
figure
,
axis
=
plt
.
subplots
(
len
(
self
.
d
[
node_type
]),
col
,
figsize
=
(
10
,
10
))
i
=
0
for
metric
in
self
.
d
[
node_type
]:
major_ticks
=
np
.
arange
(
0
,
len
(
self
.
d
[
node_type
][
metric
])
+
1
,
1
)
...
...
@@ -71,7 +71,7 @@ class Stat_Monitor():
axis
[
i
].
set_ylabel
(
metric
)
axis
[
i
].
set_title
(
metric
)
i
+=
1
plt
.
tight_layout
()
# Combine all the operations and display
plt
.
savefig
(
node_type
+
'_stats_monitor.png'
)
...
...
@@ -80,21 +80,19 @@ class Stat_Monitor():
if
__name__
==
"__main__"
:
node
_type
=
sys
.
argv
[
1
]
#enb or gnb
mon
=
Stat
_
Monitor
()
node
=
sys
.
argv
[
1
]
#enb or gnb
mon
=
StatMonitor
()
#collecting stats when modem process is stopped
cmd
=
'ps aux | grep mode | grep -v grep'
process
=
subprocess
.
Popen
(
cmd
,
shell
=
True
,
stdout
=
subprocess
.
PIPE
)
CMD
=
'ps aux | grep mode | grep -v grep'
process
=
subprocess
.
Popen
(
CMD
,
shell
=
True
,
stdout
=
subprocess
.
PIPE
)
output
=
process
.
stdout
.
readlines
()
while
len
(
output
)
!=
0
:
mon
.
collect
(
node
_type
)
process
=
subprocess
.
Popen
(
cmd
,
shell
=
True
,
stdout
=
subprocess
.
PIPE
)
mon
.
collect
(
node
)
process
=
subprocess
.
Popen
(
CMD
,
shell
=
True
,
stdout
=
subprocess
.
PIPE
)
output
=
process
.
stdout
.
readlines
()
time
.
sleep
(
1
)
print
(
'Process stopped'
)
with
open
(
node
_type
+
'_stats_monitor.pickle'
,
'wb'
)
as
handle
:
with
open
(
node
+
'_stats_monitor.pickle'
,
'wb'
)
as
handle
:
pickle
.
dump
(
mon
.
d
,
handle
,
protocol
=
pickle
.
HIGHEST_PROTOCOL
)
mon
.
graph
(
node_type
)
mon
.
graph
(
node
)
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