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Martin Manchev
osie
Commits
346c845e
Commit
346c845e
authored
May 16, 2023
by
Ivan Tyagov
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Better and more readable import.
parent
07782aa0
Changes
1
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1 changed file
with
30 additions
and
24 deletions
+30
-24
rt_analyzer/analyze.py
rt_analyzer/analyze.py
+30
-24
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rt_analyzer/analyze.py
View file @
346c845e
...
@@ -21,6 +21,7 @@ timestamp_channel0_delta_list = []
...
@@ -21,6 +21,7 @@ timestamp_channel0_delta_list = []
timestamp_channel1_delta_list
=
[]
timestamp_channel1_delta_list
=
[]
lines_list
=
f
.
readlines
()
lines_list
=
f
.
readlines
()
f
.
close
()
for
line
in
lines_list
[
1
:]:
for
line
in
lines_list
[
1
:]:
timestamp
,
channel0
,
channel1
=
line
.
split
(
","
)
timestamp
,
channel0
,
channel1
=
line
.
split
(
","
)
timestamp
=
float
(
timestamp
)
timestamp
=
float
(
timestamp
)
...
@@ -63,10 +64,19 @@ for line in lines_list[1:]:
...
@@ -63,10 +64,19 @@ for line in lines_list[1:]:
last_channel1_value
=
channel1
last_channel1_value
=
channel1
# find average, mean, standard deviation, etc on these lists of deltas
# find average, mean, standard deviation, etc on these lists of deltas
# as all data comes in seconds convert to milli seconds by multiplying by denominator
round_base
=
5
denominator
=
1000
# convert lists from seconds -> milli seconds
timestamp_channel0_delta_list
=
[
x
*
denominator
for
x
in
timestamp_channel0_delta_list
]
timestamp_channel1_delta_list
=
[
x
*
denominator
for
x
in
timestamp_channel1_delta_list
]
# calculate it
channel0_mean
=
statistics
.
mean
(
timestamp_channel0_delta_list
)
channel0_mean
=
statistics
.
mean
(
timestamp_channel0_delta_list
)
channel0_median
=
statistics
.
median
(
timestamp_channel0_delta_list
)
channel0_median
=
statistics
.
median
(
timestamp_channel0_delta_list
)
channel0_stdev
=
statistics
.
stdev
(
timestamp_channel0_delta_list
)
channel0_stdev
=
statistics
.
stdev
(
timestamp_channel0_delta_list
)
channel0_stdev_percentile
=
(
channel0_stdev
*
100
)
/
channel0_median
channel0_stdev_percentile
=
(
channel0_stdev
*
100
)
/
channel0_median
try
:
try
:
channel0_mode
=
statistics
.
mode
(
timestamp_channel0_delta_list
)
channel0_mode
=
statistics
.
mode
(
timestamp_channel0_delta_list
)
except
statistics
.
StatisticsError
:
except
statistics
.
StatisticsError
:
...
@@ -77,7 +87,7 @@ channel0_max = max(timestamp_channel0_delta_list)
...
@@ -77,7 +87,7 @@ channel0_max = max(timestamp_channel0_delta_list)
channel1_mean
=
statistics
.
mean
(
timestamp_channel1_delta_list
)
channel1_mean
=
statistics
.
mean
(
timestamp_channel1_delta_list
)
channel1_median
=
statistics
.
median
(
timestamp_channel1_delta_list
)
channel1_median
=
statistics
.
median
(
timestamp_channel1_delta_list
)
channel1_stdev
=
statistics
.
stdev
(
timestamp_channel1_delta_list
)
channel1_stdev
=
statistics
.
stdev
(
timestamp_channel1_delta_list
)
channel1_stdev_percentile
=
(
channel1_stdev
*
100
)
/
channel1_median
channel1_stdev_percentile
=
(
channel1_stdev
*
100
)
/
channel1_median
try
:
try
:
channel1_mode
=
statistics
.
mode
(
timestamp_channel1_delta_list
)
channel1_mode
=
statistics
.
mode
(
timestamp_channel1_delta_list
)
except
statistics
.
StatisticsError
:
except
statistics
.
StatisticsError
:
...
@@ -89,26 +99,22 @@ stop_time = lines_list[-1].split(",")[0]
...
@@ -89,26 +99,22 @@ stop_time = lines_list[-1].split(",")[0]
print
(
"Timestamp records = "
,
len
(
lines_list
))
print
(
"Timestamp records = "
,
len
(
lines_list
))
print
(
"Duration (seconds) = "
,
stop_time
)
print
(
"Duration (seconds) = "
,
stop_time
)
print
(
"Channel0 (in seconds):"
)
print
(
"Channel0 (in
milli
seconds):"
)
print
(
"
\
t
Mean = "
,
channel0_mean
)
print
(
"
\
t
Mean = "
,
round
(
channel0_mean
,
round_base
)
)
print
(
"
\
t
Median = "
,
channel0_median
)
print
(
"
\
t
Median = "
,
round
(
channel0_median
,
round_base
)
)
print
(
"
\
t
Min = "
,
channel0_min
)
print
(
"
\
t
Min = "
,
round
(
channel0_min
,
round_base
)
)
print
(
"
\
t
Max = "
,
channel0_max
)
print
(
"
\
t
Max = "
,
round
(
channel0_max
,
round_base
)
)
print
(
"
\
t
Standart deviation = "
,
channel0_stdev
)
print
(
"
\
t
Standart deviation = "
,
round
(
channel0_stdev
,
round_base
)
)
print
(
"
\
t
Standart deviation (%) = "
,
channel0_stdev_percentile
)
print
(
"
\
t
Standart deviation (%) = "
,
round
(
channel0_stdev_percentile
,
round_base
)
)
print
(
"
\
t
Mode (most occurencies) = "
,
channel0_mode
)
print
(
"
\
t
Mode (most occurencies) = "
,
round
(
channel0_mode
,
round_base
)
)
print
(
"
\
n
Channel1 (in seconds):"
)
print
(
"
\
n
Channel1 (in
milli
seconds):"
)
print
(
"
\
t
Mean = "
,
channel1_mean
)
print
(
"
\
t
Mean = "
,
round
(
channel1_mean
,
round_base
)
)
print
(
"
\
t
Median = "
,
channel1_median
)
print
(
"
\
t
Median = "
,
round
(
channel1_median
,
round_base
)
)
print
(
"
\
t
Min = "
,
channel1_min
)
print
(
"
\
t
Min = "
,
round
(
channel1_min
,
round_base
)
)
print
(
"
\
t
Max = "
,
channel1_max
)
print
(
"
\
t
Max = "
,
round
(
channel1_max
,
round_base
)
)
print
(
"
\
t
Standart deviation = "
,
channel1_stdev
)
print
(
"
\
t
Standart deviation = "
,
round
(
channel1_stdev
,
round_base
)
)
print
(
"
\
t
Standart deviation (%) = "
,
channel1_stdev_percentile
)
print
(
"
\
t
Standart deviation (%) = "
,
round
(
channel1_stdev_percentile
,
round_base
)
)
print
(
"
\
t
Mode (most occurencies) = "
,
channel1_mode
)
print
(
"
\
t
Mode (most occurencies) = "
,
round
(
channel1_mode
,
round_base
)
)
f
.
close
()
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