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Kirill Smelkov
slapos.toolbox
Commits
76f0a0bd
Commit
76f0a0bd
authored
Jan 18, 2023
by
Justin
Browse files
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Browse Files
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Plain Diff
General alarms for node monitor
See merge request
nexedi/slapos.toolbox!105
parents
3b7d673f
3b0c79df
Changes
18
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Showing
18 changed files
with
1558 additions
and
89 deletions
+1558
-89
setup.py
setup.py
+4
-1
slapos/monitor/collect.py
slapos/monitor/collect.py
+7
-18
slapos/promise/plugin/check_cpu_temperature.py
slapos/promise/plugin/check_cpu_temperature.py
+87
-0
slapos/promise/plugin/check_free_disk_space.py
slapos/promise/plugin/check_free_disk_space.py
+239
-56
slapos/promise/plugin/check_network_errors_packets.py
slapos/promise/plugin/check_network_errors_packets.py
+64
-0
slapos/promise/plugin/check_network_transit.py
slapos/promise/plugin/check_network_transit.py
+84
-0
slapos/promise/plugin/check_ram_usage.py
slapos/promise/plugin/check_ram_usage.py
+79
-0
slapos/promise/plugin/check_server_cpu_load.py
slapos/promise/plugin/check_server_cpu_load.py
+1
-1
slapos/promise/plugin/monitor_partition_space.py
slapos/promise/plugin/monitor_partition_space.py
+239
-0
slapos/promise/plugin/util.py
slapos/promise/plugin/util.py
+92
-3
slapos/test/promise/data/disktest.sql
slapos/test/promise/data/disktest.sql
+18
-0
slapos/test/promise/data/folder_disk_test.sql
slapos/test/promise/data/folder_disk_test.sql
+33
-0
slapos/test/promise/plugin/test_check_cpu_temperature.py
slapos/test/promise/plugin/test_check_cpu_temperature.py
+93
-0
slapos/test/promise/plugin/test_check_free_disk_space.py
slapos/test/promise/plugin/test_check_free_disk_space.py
+44
-10
slapos/test/promise/plugin/test_check_network_errors_packets.py
.../test/promise/plugin/test_check_network_errors_packets.py
+98
-0
slapos/test/promise/plugin/test_check_network_transit.py
slapos/test/promise/plugin/test_check_network_transit.py
+111
-0
slapos/test/promise/plugin/test_check_ram_usage.py
slapos/test/promise/plugin/test_check_ram_usage.py
+98
-0
slapos/test/promise/plugin/test_monitor_partition_space.py
slapos/test/promise/plugin/test_monitor_partition_space.py
+167
-0
No files found.
setup.py
View file @
76f0a0bd
...
@@ -11,7 +11,8 @@ for f in sorted(glob.glob(os.path.join('slapos', 'README.*.rst'))):
...
@@ -11,7 +11,8 @@ for f in sorted(glob.glob(os.path.join('slapos', 'README.*.rst'))):
long_description
+=
open
(
"CHANGES.txt"
).
read
()
+
"
\
n
"
long_description
+=
open
(
"CHANGES.txt"
).
read
()
+
"
\
n
"
test_require
=
[
'mock'
,
'cryptography'
,]
prediction_require
=
[
'statsmodels'
,
'scipy'
,
'pandas'
]
test_require
=
[
'mock'
,
'cryptography'
,]
+
prediction_require
setup
(
name
=
name
,
setup
(
name
=
name
,
version
=
version
,
version
=
version
,
...
@@ -61,6 +62,8 @@ setup(name=name,
...
@@ -61,6 +62,8 @@ setup(name=name,
'lampconfigure'
:
[
"mysqlclient"
],
#needed for MySQL Database access
'lampconfigure'
:
[
"mysqlclient"
],
#needed for MySQL Database access
'zodbpack'
:
[
'ZODB3'
],
# needed to play with ZODB
'zodbpack'
:
[
'ZODB3'
],
# needed to play with ZODB
'flask_auth'
:
[
"Flask-Auth"
],
'flask_auth'
:
[
"Flask-Auth"
],
'pandas'
:
[
'pandas'
],
# needed to monitor_partition_space promise
'prediction'
:
prediction_require
,
# needed to use ARIMA in check_free_disk_space
'test'
:
test_require
,
'test'
:
test_require
,
},
},
tests_require
=
test_require
,
tests_require
=
test_require
,
...
...
slapos/monitor/collect.py
View file @
76f0a0bd
...
@@ -36,23 +36,12 @@ import time
...
@@ -36,23 +36,12 @@ import time
import
json
import
json
import
argparse
import
argparse
import
psutil
import
psutil
from
time
import
strftime
,
gmtime
from
time
import
strftime
from
datetime
import
datetime
,
timedelta
from
datetime
import
datetime
,
timedelta
from
slapos.collect.db
import
Database
from
slapos.collect.db
import
Database
from
slapos.collect.reporter
import
ConsumptionReportBase
from
slapos.collect.reporter
import
ConsumptionReportBase
def
get_date_scope
():
return
strftime
(
'%Y-%m-%d'
,
gmtime
())
def
get_min_time
():
gm
=
gmtime
()
return
'{}:{}:00'
.
format
(
gm
.
tm_hour
,
gm
.
tm_min
-
1
)
def
get_max_time
():
gm
=
gmtime
()
return
'{}:{}:59'
.
format
(
gm
.
tm_hour
,
gm
.
tm_min
-
1
)
def
parseArguments
():
def
parseArguments
():
"""
"""
Parse arguments for monitor collector instance.
Parse arguments for monitor collector instance.
...
@@ -114,11 +103,11 @@ class ResourceCollect:
...
@@ -114,11 +103,11 @@ class ResourceCollect:
if
where
!=
""
:
if
where
!=
""
:
where
=
"and %s"
%
where
where
=
"and %s"
%
where
if
not
date_scope
:
if
not
date_scope
:
date_scope
=
get_date_scope
(
)
date_scope
=
datetime
.
now
().
strftime
(
'%Y-%m-%d'
)
if
not
min_time
:
if
not
min_time
:
min_time
=
get_min_time
(
)
min_time
=
(
datetime
.
now
()
-
timedelta
(
minutes
=
1
)).
strftime
(
'%H:%M:00'
)
if
not
max_time
:
if
not
max_time
:
max_time
=
get_max_time
(
)
max_time
=
(
datetime
.
now
()
-
timedelta
(
minutes
=
1
)).
strftime
(
'%H:%M:59'
)
columns
=
"""count(pid), SUM(cpu_percent) as cpu_result, SUM(cpu_time),
columns
=
"""count(pid), SUM(cpu_percent) as cpu_result, SUM(cpu_time),
MAX(cpu_num_threads), SUM(memory_percent), SUM(memory_rss), pid, SUM(io_rw_counter),
MAX(cpu_num_threads), SUM(memory_percent), SUM(memory_rss), pid, SUM(io_rw_counter),
...
@@ -159,11 +148,11 @@ class ResourceCollect:
...
@@ -159,11 +148,11 @@ class ResourceCollect:
if
where
!=
""
:
if
where
!=
""
:
where
=
" and %s"
%
where
where
=
" and %s"
%
where
if
not
date_scope
:
if
not
date_scope
:
date_scope
=
get_date_scope
(
)
date_scope
=
datetime
.
now
().
strftime
(
'%Y-%m-%d'
)
if
not
min_time
:
if
not
min_time
:
min_time
=
get_min_time
(
)
min_time
=
(
datetime
.
now
()
-
timedelta
(
minutes
=
1
)).
strftime
(
'%H:%M:00'
)
if
not
max_time
:
if
not
max_time
:
max_time
=
get_max_time
()
max_time
=
(
datetime
.
now
()
-
timedelta
(
minutes
=
1
)).
strftime
(
'%H:%M:59'
)
colums
=
"""count(pid), SUM(cpu_percent), SUM(cpu_time), SUM(cpu_num_threads), SUM(memory_percent),
colums
=
"""count(pid), SUM(cpu_percent), SUM(cpu_time), SUM(cpu_num_threads), SUM(memory_percent),
SUM(memory_rss), SUM(io_rw_counter), SUM(io_cycles_counter)"""
SUM(memory_rss), SUM(io_rw_counter), SUM(io_cycles_counter)"""
...
...
slapos/promise/plugin/check_cpu_temperature.py
0 → 100644
View file @
76f0a0bd
import
json
import
os
import
psutil
import
time
from
.util
import
JSONPromise
from
zope.interface
import
implementer
from
slapos.grid.promise
import
interface
@
implementer
(
interface
.
IPromise
)
class
RunPromise
(
JSONPromise
):
def
__init__
(
self
,
config
):
super
(
RunPromise
,
self
).
__init__
(
config
)
self
.
setPeriodicity
(
float
(
self
.
getConfig
(
'frequency'
,
2
)))
self
.
avg_flag_file
=
self
.
getConfig
(
'last-avg-computation-file'
,
'last_avg'
)
self
.
max_spot_temp
=
float
(
self
.
getConfig
(
'max-spot-temp'
,
90
))
# °C
self
.
max_avg_temp
=
float
(
self
.
getConfig
(
'max-avg-temp'
,
80
))
# °C
self
.
avg_temp_duration
=
int
(
self
.
getConfig
(
'avg-temp-duration'
,
600
))
# secondes
def
sense
(
self
):
success
=
True
# Get current temperature
try
:
cpu_temp
=
psutil
.
sensors_temperatures
()[
'coretemp'
][
0
][
1
]
except
(
KeyError
,
IndexError
)
as
e
:
# Put logger.info to avoid errors when sensors are not
# supported by OS (ex: VM)
self
.
logger
.
info
(
"Could not read core temperature on VM"
)
return
# Check spot temperature
if
cpu_temp
>
self
.
max_spot_temp
:
success
=
False
self
.
logger
.
error
(
"Temperature reached critical threshold: %s °C"
" (threshold is %s °C)"
,
cpu_temp
,
self
.
max_spot_temp
)
# Log temperature
data
=
json
.
dumps
({
'cpu_temperature'
:
cpu_temp
})
self
.
json_logger
.
info
(
"Temperature data"
,
extra
=
{
'data'
:
data
})
# TODO: promise should compute average only with logs between interval
# Computer average temperature
avg_computation_period
=
self
.
avg_temp_duration
/
4
try
:
t
=
os
.
path
.
getmtime
(
self
.
avg_flag_file
)
except
OSError
:
t
=
0
if
(
time
.
time
()
-
t
)
>
avg_computation_period
:
open
(
self
.
avg_flag_file
,
'w'
).
close
()
temp_list
=
self
.
getJsonLogDataInterval
(
self
.
avg_temp_duration
)
if
temp_list
:
avg_temp
=
sum
(
x
[
'cpu_temperature'
]
for
x
in
temp_list
)
/
len
(
temp_list
)
if
avg_temp
>
self
.
max_avg_temp
:
success
=
False
self
.
logger
.
error
(
"Average temperature over the last %ds reached threshold: %s °C"
" (threshold is %s °C)"
,
self
.
avg_temp_duration
,
avg_temp
,
self
.
max_avg_temp
)
else
:
success
=
False
self
.
logger
.
error
(
"Couldn't read temperature from log"
)
if
success
:
self
.
logger
.
info
(
"Temperature OK (%s °C)"
,
cpu_temp
)
def
test
(
self
):
"""
Called after sense() if the instance is still converging.
Returns success or failure based on sense results.
In this case, fail if the previous sensor result is negative.
"""
return
self
.
_test
(
result_count
=
1
,
failure_amount
=
1
)
def
anomaly
(
self
):
"""
Called after sense() if the instance has finished converging.
Returns success or failure based on sense results.
Failure signals the instance has diverged.
In this case, fail if two out of the last three results are negative.
"""
return
self
.
_anomaly
(
result_count
=
3
,
failure_amount
=
2
)
slapos/promise/plugin/check_free_disk_space.py
View file @
76f0a0bd
...
@@ -11,21 +11,33 @@ import sqlite3
...
@@ -11,21 +11,33 @@ import sqlite3
import
argparse
import
argparse
import
datetime
import
datetime
import
psutil
import
psutil
import
itertools
import
warnings
import
pkgutil
from
slapos.collect.db
import
Database
from
slapos.collect.db
import
Database
from
contextlib
import
closing
# install pandas, numpy and statsmodels for ARIMA prediction
try
:
import
pandas
as
pd
import
numpy
as
np
from
statsmodels.tsa.arima_model
import
ARIMA
except
ImportError
:
pass
@
implementer
(
interface
.
IPromise
)
@
implementer
(
interface
.
IPromise
)
class
RunPromise
(
GenericPromise
):
class
RunPromise
(
GenericPromise
):
def
__init__
(
self
,
config
):
def
__init__
(
self
,
config
):
super
(
RunPromise
,
self
).
__init__
(
config
)
super
(
RunPromise
,
self
).
__init__
(
config
)
# check disk space at least every 3 minutes
# check disk space at least every hours (heavy in computation)
self
.
setPeriodicity
(
minute
=
3
)
self
.
setPeriodicity
(
float
(
self
.
getConfig
(
'frequency'
,
60
)))
def
getDiskSize
(
self
,
disk_partition
,
database
):
def
getDiskSize
(
self
,
disk_partition
,
database
):
database
=
Database
(
database
,
create
=
False
,
timeout
=
10
)
database
=
Database
(
database
,
create
=
False
,
timeout
=
10
)
# by using contextlib.closing, we don't need to close the database explicitly
with
closing
(
database
):
try
:
try
:
# fetch disk size
# fetch disk size
database
.
connect
()
database
.
connect
()
...
@@ -44,15 +56,11 @@ class RunPromise(GenericPromise):
...
@@ -44,15 +56,11 @@ class RunPromise(GenericPromise):
not
self
.
raiseOnDatabaseLocked
(
locked_message
):
not
self
.
raiseOnDatabaseLocked
(
locked_message
):
return
None
return
None
raise
raise
finally
:
try
:
database
.
close
()
except
Exception
:
pass
return
disk_size
return
disk_size
def
getFreeSpace
(
self
,
disk_partition
,
database
,
date
,
time
):
def
getFreeSpace
(
self
,
disk_partition
,
database
,
date
,
time
):
database
=
Database
(
database
,
create
=
False
,
timeout
=
10
)
database
=
Database
(
database
,
create
=
False
,
timeout
=
10
)
with
closing
(
database
):
try
:
try
:
# fetch free disk space
# fetch free disk space
database
.
connect
()
database
.
connect
()
...
@@ -71,12 +79,143 @@ class RunPromise(GenericPromise):
...
@@ -71,12 +79,143 @@ class RunPromise(GenericPromise):
not
self
.
raiseOnDatabaseLocked
(
locked_message
):
not
self
.
raiseOnDatabaseLocked
(
locked_message
):
return
0
return
0
raise
raise
finally
:
return
int
(
disk_free
)
def
getBiggestPartitions
(
self
,
database
,
date
,
time
):
# displays the 3 biggest partitions thanks to disk usage
limit
=
3
database
=
Database
(
database
,
create
=
False
,
timeout
=
10
)
with
closing
(
database
):
try
:
try
:
database
.
close
()
database
.
connect
()
date_time
=
date
+
' '
+
time
# gets the data recorded between the current date (date_time) and 24 hours earlier
where_query
=
"datetime(date || ' ' || time) >= datetime('%s', '-1 days') AND datetime(date || ' ' || time) <= datetime('%s')"
# gets only the most recent data for each partition
result
=
database
.
select
(
"folder"
,
columns
=
"partition, disk_used*1024, max(datetime(date || ' ' || time))"
,
where
=
where_query
%
(
date_time
,
date_time
),
group
=
"partition"
,
order
=
"disk_used DESC"
,
limit
=
limit
).
fetchall
()
if
not
result
or
not
result
[
0
]:
self
.
logger
.
info
(
"No result from collector database in table folder: skipped"
)
return
None
except
sqlite3
.
OperationalError
as
e
:
# if database is still locked after timeout expiration (another process is using it)
# we print warning message and try the promise at next run until max warn count
locked_message
=
"database is locked"
if
locked_message
in
str
(
e
)
and
\
not
self
.
raiseOnDatabaseLocked
(
locked_message
):
return
None
raise
return
result
def
evaluateArimaModel
(
self
,
X
,
arima_order
):
"""
Evaluate an ARIMA model for a given order (p,d,q) with the MSE which
measures the average of the squares of the errors.
"""
# take 66% of the data for training and 33% for testing
train_size
=
int
(
len
(
X
)
*
0.66
)
train
,
test
=
X
[
0
:
train_size
],
X
[
train_size
:]
history
=
[
x
for
x
in
train
]
# make predictions
predictions
=
list
()
for
t
in
range
(
len
(
test
)):
with
warnings
.
catch_warnings
():
warnings
.
simplefilter
(
"ignore"
)
model
=
ARIMA
(
history
,
order
=
arima_order
)
model_fit
=
model
.
fit
(
disp
=-
1
)
yhat
=
model_fit
.
forecast
()[
0
]
predictions
.
append
(
yhat
)
history
.
append
(
test
[
t
])
# calculate out of sample error
rmse
=
(
np
.
square
(
np
.
subtract
(
test
.
values
,
np
.
hstack
(
predictions
))).
mean
())
**
0.5
return
rmse
def
evaluateModels
(
self
,
dataset
,
p_values
,
d_values
,
q_values
):
"""
Evaluate combinations of p, d and q values for an ARIMA model
"""
dataset
=
dataset
.
astype
(
'float32'
)
best_score
,
best_cfg
=
float
(
"inf"
),
None
for
p
in
p_values
:
for
d
in
d_values
:
for
q
in
q_values
:
order
=
(
p
,
d
,
q
)
try
:
rmse
=
self
.
evaluateArimaModel
(
dataset
,
order
)
if
rmse
<
best_score
:
best_score
,
best_cfg
=
rmse
,
order
except
Exception
:
except
Exception
:
pass
pass
return
int
(
disk_free
)
return
best_cfg
def
diskSpacePrediction
(
self
,
disk_partition
,
database
,
date
,
time
,
day_range
):
"""
Returns an estimation of free disk space left depending on
the day_range parameter.
It uses Arima in order to predict data thanks to the 15 days before.
"""
database
=
Database
(
database
,
create
=
False
,
timeout
=
10
)
with
closing
(
database
):
try
:
database
.
connect
()
# get one data per day, where each data is at the same time
where_query
=
"time between '%s:00' and '%s:30' and partition='%s'"
%
(
time
,
time
,
disk_partition
)
result
=
database
.
select
(
"disk"
,
columns
=
"free, datetime(date || ' ' || time)"
,
where
=
where_query
,
order
=
"datetime(date || ' ' || time) ASC"
).
fetchall
()
# checks that there are at least 14 days of data
if
(
not
result
)
or
(
len
(
result
)
<
14
):
self
.
logger
.
info
(
"No or not enough results from collector database in table disk: no prediction"
)
return
None
# put the list in pandas dataframe format and set the right types
df
=
pd
.
DataFrame
(
data
=
result
,
columns
=
[
'free'
,
'date'
])
df
.
loc
[:,
'date'
]
=
pd
.
to_datetime
(
df
.
date
)
df
=
df
.
astype
({
'free'
:
np
.
float
})
df
=
df
.
set_index
(
'date'
)
# find the best configuration by trying different combinations
p_values
=
d_values
=
q_values
=
range
(
0
,
3
)
best_cfg
=
self
.
evaluateModels
(
df
.
free
,
p_values
,
d_values
,
q_values
)
# set the days to be predicted
max_date_predicted
=
day_range
+
1
future_index_date
=
pd
.
date_range
(
df
.
index
[
-
1
],
freq
=
'24H'
,
periods
=
max_date_predicted
)
try
:
# disabling warnings during the ARIMA calculation
with
warnings
.
catch_warnings
():
warnings
.
simplefilter
(
"ignore"
)
model_arima
=
ARIMA
(
df
,
order
=
best_cfg
)
# disp < 0 means no output about convergence information
model_arima_fit
=
model_arima
.
fit
(
disp
=-
1
)
# save ARIMA predictions
fcast
,
_
,
conf
=
model_arima_fit
.
forecast
(
max_date_predicted
,
alpha
=
0.05
)
# pass the same index as the others
fcast
=
pd
.
Series
(
fcast
,
index
=
future_index_date
)
if
fcast
.
empty
:
self
.
logger
.
info
(
"Arima prediction: none. Skipped prediction"
)
return
None
except
Exception
:
self
.
logger
.
info
(
"Arima prediction error: skipped prediction"
)
return
None
# get results with 95% confidence
lower_series
=
pd
.
Series
(
conf
[:,
0
],
index
=
future_index_date
)
upper_series
=
pd
.
Series
(
conf
[:,
1
],
index
=
future_index_date
)
return
fcast
,
lower_series
,
upper_series
except
sqlite3
.
OperationalError
as
e
:
# if database is still locked after timeout expiration (another process is using it)
# we print warning message and try the promise at next run until max warn count
locked_message
=
"database is locked"
if
locked_message
in
str
(
e
)
and
\
not
self
.
raiseOnDatabaseLocked
(
locked_message
):
return
None
raise
def
raiseOnDatabaseLocked
(
self
,
locked_message
):
def
raiseOnDatabaseLocked
(
self
,
locked_message
):
max_warn
=
10
max_warn
=
10
...
@@ -149,7 +288,7 @@ class RunPromise(GenericPromise):
...
@@ -149,7 +288,7 @@ class RunPromise(GenericPromise):
disk_partition
=
self
.
getConfig
(
'test-disk-partition'
,
'/dev/sda1'
)
disk_partition
=
self
.
getConfig
(
'test-disk-partition'
,
'/dev/sda1'
)
else
:
else
:
# get last minute
# get last minute
now
=
datetime
.
datetime
.
now
()
now
=
datetime
.
datetime
.
utc
now
()
currentdate
=
now
.
strftime
(
'%Y-%m-%d'
)
currentdate
=
now
.
strftime
(
'%Y-%m-%d'
)
currenttime
=
now
-
datetime
.
timedelta
(
minutes
=
1
)
currenttime
=
now
-
datetime
.
timedelta
(
minutes
=
1
)
currenttime
=
currenttime
.
time
().
strftime
(
'%H:%M'
)
currenttime
=
currenttime
.
time
().
strftime
(
'%H:%M'
)
...
@@ -158,8 +297,7 @@ class RunPromise(GenericPromise):
...
@@ -158,8 +297,7 @@ class RunPromise(GenericPromise):
default_threshold
=
None
default_threshold
=
None
if
disk_size
is
not
None
:
if
disk_size
is
not
None
:
default_threshold
=
round
(
disk_size
/
(
1024
*
1024
*
1024
)
*
0.05
,
2
)
default_threshold
=
round
(
disk_size
/
(
1024
*
1024
*
1024
)
*
0.05
,
2
)
threshold
=
float
(
self
.
getConfig
(
'threshold'
,
default_threshold
)
or
2.0
)
threshold
=
float
(
self
.
getConfig
(
'threshold'
,
default_threshold
)
or
default_threshold
)
threshold_days
=
float
(
self
.
getConfig
(
'threshold-days'
,
'30'
))
free_space
=
self
.
getFreeSpace
(
disk_partition
,
db_path
,
currentdate
,
free_space
=
self
.
getFreeSpace
(
disk_partition
,
db_path
,
currentdate
,
currenttime
)
currenttime
)
...
@@ -170,12 +308,57 @@ class RunPromise(GenericPromise):
...
@@ -170,12 +308,57 @@ class RunPromise(GenericPromise):
if
inode_usage
:
if
inode_usage
:
self
.
logger
.
error
(
inode_usage
)
self
.
logger
.
error
(
inode_usage
)
else
:
else
:
self
.
logger
.
info
(
"Disk usage: OK"
)
self
.
logger
.
info
(
"Current disk usage: OK"
)
# if the option is enabled and the current disk size is large enough,
# we check the predicted remaining disk space
display_prediction
=
bool
(
int
(
self
.
getConfig
(
'display-prediction'
,
0
)
or
0
))
self
.
logger
.
info
(
"Enable to display disk space predictions: %s"
%
display_prediction
)
if
display_prediction
:
# check that the libraries are installed from the slapos.toolbox extra requires
pandas_found
=
pkgutil
.
find_loader
(
"pandas"
)
numpy_found
=
pkgutil
.
find_loader
(
"numpy"
)
statsmodels_found
=
pkgutil
.
find_loader
(
"statsmodels"
)
# if one module isn't installed
if
pandas_found
is
None
or
numpy_found
is
None
or
statsmodels_found
is
None
:
self
.
logger
.
warning
(
"Trying to use statsmodels and pandas "
\
"but at least one module is not installed. Prediction skipped."
)
return
return
nb_days_predicted
=
int
(
self
.
getConfig
(
'nb-days-predicted'
,
10
)
or
10
)
disk_space_prediction_tuple
=
self
.
diskSpacePrediction
(
disk_partition
,
db_path
,
currentdate
,
currenttime
,
nb_days_predicted
)
if
disk_space_prediction_tuple
is
not
None
:
fcast
,
lower_series
,
upper_series
=
disk_space_prediction_tuple
space_left_predicted
=
fcast
.
iloc
[
-
1
]
last_date_predicted
=
datetime
.
datetime
.
strptime
(
str
(
fcast
.
index
[
-
1
]),
"%Y-%m-%d %H:%M:%S"
)
delta_days
=
(
last_date_predicted
.
date
()
-
\
datetime
.
datetime
.
strptime
(
currentdate
,
"%Y-%m-%d"
).
date
()).
days
self
.
logger
.
info
(
"Prediction: there will be %.2f G left on %s (%s days)."
%
(
space_left_predicted
/
(
1024
*
1024
*
1024
),
last_date_predicted
,
delta_days
))
if
space_left_predicted
<=
threshold
*
1024
*
1024
*
1024
:
self
.
logger
.
warning
(
"The free disk space will be too low. "
\
"(disk size: %.2f G, threshold: %s G)"
%
(
disk_size
/
(
1024
*
1024
*
1024
),
threshold
))
return
message
=
"Free disk space low: remaining %.2f G (disk size: %.0f G, threshold: %.0f G)."
%
(
free_space
/
(
1024
*
1024
*
1024
),
disk_size
/
(
1024
*
1024
*
1024
),
threshold
)
free_space
=
round
(
free_space
/
(
1024
*
1024
*
1024
),
2
)
display_partition
=
bool
(
int
(
self
.
getConfig
(
'display-partition'
,
0
)
or
0
))
self
.
logger
.
error
(
'Free disk space low: remaining %s G (threshold: %s G)'
%
(
self
.
logger
.
info
(
"Enable to display the 3 biggest partitions: %s"
%
display_partition
)
free_space
,
threshold
))
if
display_partition
:
# display the 3 partitions that have the most storage capacity on the disk
big_partitions
=
self
.
getBiggestPartitions
(
db_path
,
currentdate
,
currenttime
)
if
big_partitions
is
not
None
:
for
partition
in
big_partitions
:
user_name
,
size_partition
,
date_checked
=
partition
partition_id
=
self
.
getConfig
(
'partition-id'
,
'slappart'
)
# get the name of each partition by adding the user's number to the general name of the partition
partition_name
=
''
.
join
(
x
for
x
in
partition_id
if
not
x
.
isdigit
())
+
''
.
join
(
filter
(
str
.
isdigit
,
user_name
))
message
+=
" The partition %s uses %.2f G (date checked: %s)."
%
(
partition_name
,
size_partition
/
(
1024
*
1024
*
1024
),
date_checked
)
# display the final error message
self
.
logger
.
error
(
message
)
def
test
(
self
):
def
test
(
self
):
return
self
.
_test
(
result_count
=
1
,
failure_amount
=
1
)
return
self
.
_test
(
result_count
=
1
,
failure_amount
=
1
)
...
...
slapos/promise/plugin/check_network_errors_packets.py
0 → 100644
View file @
76f0a0bd
import
psutil
import
math
from
zope.interface
import
implementer
from
slapos.grid.promise
import
interface
from
slapos.grid.promise.generic
import
GenericPromise
@
implementer
(
interface
.
IPromise
)
class
RunPromise
(
GenericPromise
):
def
__init__
(
self
,
config
):
super
(
RunPromise
,
self
).
__init__
(
config
)
# Get reference values
self
.
setPeriodicity
(
float
(
self
.
getConfig
(
'frequency'
,
5
)))
self
.
max_lost_packets
=
int
(
self
.
getConfig
(
'max-lost-packets-per-MB'
,
100
))
self
.
max_error_messages
=
int
(
self
.
getConfig
(
'max-error-messages-per-MB'
,
100
))
def
sense
(
self
):
promise_success
=
True
# Get current Network statistics
network_data
=
psutil
.
net_io_counters
()
# Get total number of bytes recv and sent in MB (if > 1MB)
if
(
network_data
.
bytes_recv
+
network_data
.
bytes_sent
)
>
1e6
:
total_MB
=
(
network_data
.
bytes_recv
+
network_data
.
bytes_sent
)
/
1e6
else
:
total_MB
=
1
# Get sum of errors and dropped packets
total_dropped
=
network_data
.
dropin
+
network_data
.
dropout
total_errors
=
network_data
.
errin
+
network_data
.
errout
# Check for network dropped packets
if
total_dropped
/
total_MB
>=
self
.
max_lost_packets
:
self
.
logger
.
error
(
"Network packets lost reached critical threshold: %s "
\
" (threshold is %s per MB)"
%
(
math
.
ceil
(
total_dropped
/
total_MB
),
self
.
max_lost_packets
))
promise_success
=
False
# Check for network errors
if
total_errors
/
total_MB
>=
self
.
max_error_messages
:
self
.
logger
.
error
(
"Network errors reached critical threshold: %s "
\
" (threshold is %s per MB)"
%
(
math
.
ceil
(
total_errors
/
total_MB
),
self
.
max_error_messages
))
promise_success
=
False
if
promise_success
:
self
.
logger
.
info
(
"Network statistics OK"
)
def
test
(
self
):
"""
Called after sense() if the instance is still converging.
Returns success or failure based on sense results.
In this case, fail if the previous sensor result is negative.
"""
return
self
.
_test
(
result_count
=
1
,
failure_amount
=
1
)
def
anomaly
(
self
):
"""
Called after sense() if the instance has finished converging.
Returns success or failure based on sense results.
Failure signals the instance has diverged.
In this case, fail if two out of the last three results are negative.
"""
return
self
.
_anomaly
(
result_count
=
3
,
failure_amount
=
2
)
slapos/promise/plugin/check_network_transit.py
0 → 100644
View file @
76f0a0bd
import
json
import
os
import
psutil
import
time
from
psutil._common
import
bytes2human
from
.util
import
JSONPromise
from
zope.interface
import
implementer
from
slapos.grid.promise
import
interface
@
implementer
(
interface
.
IPromise
)
class
RunPromise
(
JSONPromise
):
def
__init__
(
self
,
config
):
super
(
RunPromise
,
self
).
__init__
(
config
)
# Get reference values
self
.
setPeriodicity
(
float
(
self
.
getConfig
(
'frequency'
,
1
)))
self
.
last_transit_file
=
self
.
getConfig
(
'last-transit-file'
,
'last_transit'
)
self
.
max_data_amount
=
float
(
self
.
getConfig
(
'max-data-amount'
,
10e3
))
*
1048576
# MB converted into bytes
self
.
min_data_amount
=
float
(
self
.
getConfig
(
'min-data-amount'
,
0.1
))
*
1048576
# MB converted into bytes
self
.
transit_period
=
int
(
self
.
getConfig
(
'transit-period'
,
600
))
# secondes
def
sense
(
self
):
promise_success
=
True
# Get current network statistics, see https://psutil.readthedocs.io/en/latest/#network
network_data
=
psutil
.
net_io_counters
(
nowrap
=
True
)
data_amount
=
network_data
.
bytes_recv
+
network_data
.
bytes_sent
# Log data amount
data
=
json
.
dumps
({
'network_data_amount'
:
data_amount
})
self
.
json_logger
.
info
(
"Network data amount"
,
extra
=
{
'data'
:
data
})
# Get last timestamp (i.e. last modification) of log file
try
:
t
=
os
.
path
.
getmtime
(
self
.
last_transit_file
)
except
OSError
:
t
=
0
# We recalculate every quarter of transit_period since calculate over periodicity
# can be heavy in computation
if
(
time
.
time
()
-
t
)
>
self
.
transit_period
/
4
:
open
(
self
.
last_transit_file
,
'w'
).
close
()
temp_list
=
self
.
getJsonLogDataInterval
(
self
.
transit_period
)
if
temp_list
:
# If no previous data in log
if
len
(
temp_list
)
==
1
:
pass
else
:
data_diff
=
temp_list
[
0
][
'network_data_amount'
]
-
temp_list
[
-
1
][
'network_data_amount'
]
if
data_diff
<=
self
.
min_data_amount
:
self
.
logger
.
error
(
"Network congested, data amount over the last %s seconds "
\
"reached minimum threshold: %7s (threshold is %7s)"
%
(
self
.
transit_period
,
bytes2human
(
data_diff
),
bytes2human
(
self
.
min_data_amount
)))
promise_success
=
False
if
data_diff
>=
self
.
max_data_amount
:
self
.
logger
.
error
(
"Network congested, data amount over the last %s seconds "
\
"reached maximum threshold: %7s (threshold is %7s)"
%
(
self
.
transit_period
,
bytes2human
(
data_diff
),
bytes2human
(
self
.
max_data_amount
)))
promise_success
=
False
else
:
self
.
logger
.
error
(
"Couldn't read network data from log"
)
promise_success
=
False
if
promise_success
:
self
.
logger
.
info
(
"Network transit OK"
)
def
test
(
self
):
"""
Called after sense() if the instance is still converging.
Returns success or failure based on sense results.
In this case, fail if the previous sensor result is negative.
"""
return
self
.
_test
(
result_count
=
1
,
failure_amount
=
1
)
def
anomaly
(
self
):
"""
Called after sense() if the instance has finished converging.
Returns success or failure based on sense results.
Failure signals the instance has diverged.
In this case, fail if two out of the last three results are negative.
"""
return
self
.
_anomaly
(
result_count
=
3
,
failure_amount
=
2
)
slapos/promise/plugin/check_ram_usage.py
0 → 100644
View file @
76f0a0bd
import
json
import
os
import
psutil
import
time
from
psutil._common
import
bytes2human
from
.util
import
JSONPromise
from
zope.interface
import
implementer
from
slapos.grid.promise
import
interface
@
implementer
(
interface
.
IPromise
)
class
RunPromise
(
JSONPromise
):
def
__init__
(
self
,
config
):
super
(
RunPromise
,
self
).
__init__
(
config
)
# Get reference values
self
.
setPeriodicity
(
float
(
self
.
getConfig
(
'frequency'
,
2
)))
self
.
last_avg_ram_file
=
self
.
getConfig
(
'last-avg-ram-file'
,
'last_avg'
)
self
.
min_threshold_ram
=
float
(
self
.
getConfig
(
'min-threshold-ram'
,
500
))
*
1048576
# MB converted into bytes
self
.
min_avg_ram
=
float
(
self
.
getConfig
(
'min-avg-ram'
,
1e3
))
*
1048576
# MB converted into bytes
self
.
avg_ram_period
=
int
(
self
.
getConfig
(
'avg-ram-period'
,
600
))
# secondes
def
sense
(
self
):
promise_success
=
True
# Get current RAM usage
ram_data
=
psutil
.
virtual_memory
()
# Check with min threshold and log error if below it
if
ram_data
.
available
<=
self
.
min_threshold_ram
:
self
.
logger
.
error
(
"RAM usage reached critical threshold: %7s "
\
" (threshold is %7s)"
%
(
bytes2human
(
ram_data
.
available
),
bytes2human
(
self
.
min_threshold_ram
)))
promise_success
=
False
# Log RAM usage
data
=
json
.
dumps
({
'available_ram'
:
ram_data
.
available
})
self
.
json_logger
.
info
(
"RAM data"
,
extra
=
{
'data'
:
data
})
# Get last timestamp (i.e. last modification) of log file
try
:
t
=
os
.
path
.
getmtime
(
self
.
last_avg_ram_file
)
except
OSError
:
t
=
0
# Get last available RAM from log file since avg_ram_period / 4
if
(
time
.
time
()
-
t
)
>
self
.
avg_ram_period
/
4
:
open
(
self
.
last_avg_ram_file
,
'w'
).
close
()
temp_list
=
self
.
getJsonLogDataInterval
(
self
.
avg_ram_period
)
if
temp_list
:
avg_ram
=
sum
(
map
(
lambda
x
:
x
[
'available_ram'
],
temp_list
))
/
len
(
temp_list
)
if
avg_ram
<
self
.
min_avg_ram
:
self
.
logger
.
error
(
"Average RAM usage over the last %s seconds "
\
"reached threshold: %7s (threshold is %7s)"
%
(
self
.
avg_ram_period
,
bytes2human
(
avg_ram
),
bytes2human
(
self
.
min_avg_ram
)))
promise_success
=
False
else
:
self
.
logger
.
error
(
"Couldn't read available RAM from log"
)
promise_success
=
False
if
promise_success
:
self
.
logger
.
info
(
"RAM usage OK"
)
def
test
(
self
):
"""
Called after sense() if the instance is still converging.
Returns success or failure based on sense results.
In this case, fail if the previous sensor result is negative.
"""
return
self
.
_test
(
result_count
=
1
,
failure_amount
=
1
)
def
anomaly
(
self
):
"""
Called after sense() if the instance has finished converging.
Returns success or failure based on sense results.
Failure signals the instance has diverged.
In this case, fail if two out of the last three results are negative.
"""
return
self
.
_anomaly
(
result_count
=
3
,
failure_amount
=
2
)
slapos/promise/plugin/check_server_cpu_load.py
View file @
76f0a0bd
...
@@ -12,7 +12,7 @@ class RunPromise(GenericPromise):
...
@@ -12,7 +12,7 @@ class RunPromise(GenericPromise):
def
__init__
(
self
,
config
):
def
__init__
(
self
,
config
):
super
(
RunPromise
,
self
).
__init__
(
config
)
super
(
RunPromise
,
self
).
__init__
(
config
)
# test load every 3 minutes
# test load every 3 minutes
self
.
setPeriodicity
(
minute
=
3
)
self
.
setPeriodicity
(
float
(
self
.
getConfig
(
'frequency'
,
3
))
)
def
checkCPULoad
(
self
,
tolerance
=
2.2
):
def
checkCPULoad
(
self
,
tolerance
=
2.2
):
# tolerance=1.5 => accept CPU load up to 1.5 =150%
# tolerance=1.5 => accept CPU load up to 1.5 =150%
...
...
slapos/promise/plugin/monitor_partition_space.py
0 → 100644
View file @
76f0a0bd
from
__future__
import
division
from
zope.interface
import
implementer
from
slapos.grid.promise
import
interface
from
slapos.grid.promise.generic
import
GenericPromise
import
os
import
sys
import
pwd
import
sqlite3
import
argparse
import
datetime
import
psutil
import
math
import
pkgutil
# try to install pandas and numpy
try
:
import
pandas
as
pd
import
numpy
as
np
except
ImportError
:
pass
from
slapos.collect.db
import
Database
from
contextlib
import
closing
@
implementer
(
interface
.
IPromise
)
class
RunPromise
(
GenericPromise
):
def
__init__
(
self
,
config
):
super
(
RunPromise
,
self
).
__init__
(
config
)
# at least every hours (heavy in computation)
self
.
setPeriodicity
(
float
(
self
.
getConfig
(
'frequency'
,
60
)))
def
getDiskSize
(
self
,
disk_partition
,
db_path
):
database
=
Database
(
db_path
,
create
=
False
,
timeout
=
10
)
# by using contextlib.closing, we don't need to close the database explicitly
with
closing
(
database
):
try
:
database
.
connect
()
where_query
=
"partition='%s'"
%
(
disk_partition
)
order
=
"datetime(date || ' ' || time) DESC"
result
=
database
.
select
(
"disk"
,
columns
=
"free+used"
,
where
=
where_query
,
order
=
order
,
limit
=
1
).
fetchone
()
if
not
result
or
not
result
[
0
]:
return
None
disk_size
=
result
[
0
]
except
sqlite3
.
OperationalError
as
e
:
# if database is still locked after timeout expiration (another process is using it)
# we print warning message and try the promise at next run until max warn count
locked_message
=
"database is locked"
if
locked_message
in
str
(
e
)
and
\
not
self
.
raiseOnDatabaseLocked
(
locked_message
):
return
None
raise
return
disk_size
def
getPartitionSize
(
self
,
disk_partition
,
db_path
):
database
=
Database
(
db_path
,
create
=
False
,
timeout
=
10
)
with
closing
(
database
):
try
:
database
.
connect
()
where_query
=
"partition='%s'"
%
(
disk_partition
)
order
=
"datetime(date || ' ' || time) DESC"
result
=
database
.
select
(
"folder"
,
columns
=
"disk_used*1024"
,
where
=
where_query
,
order
=
order
,
limit
=
1
).
fetchone
()
if
not
result
or
not
result
[
0
]:
return
None
partition_size
=
result
[
0
]
except
sqlite3
.
OperationalError
as
e
:
# if database is still locked after timeout expiration (another process is using it)
# we print warning message and try the promise at next run until max warn count
locked_message
=
"database is locked"
if
locked_message
in
str
(
e
)
and
\
not
self
.
raiseOnDatabaseLocked
(
locked_message
):
return
None
raise
return
partition_size
def
getAnomaly
(
self
,
disk_partition
,
db_path
,
user
,
date
,
time
):
database
=
Database
(
db_path
,
create
=
False
,
timeout
=
10
)
with
closing
(
database
):
try
:
disk_size
=
self
.
getDiskSize
(
disk_partition
,
db_path
)
if
disk_size
is
None
:
return
None
database
.
connect
()
result
=
database
.
select
(
"folder"
,
columns
=
"%s-disk_used*1024, disk_used*1024, datetime(date || ' ' || time)"
%
disk_size
,
where
=
"partition='%s'"
%
(
user
),
order
=
"date ASC, time ASC"
).
fetchall
()
if
not
result
or
not
result
[
0
]:
self
.
logger
.
info
(
"No result from collector database for the user %s: skipped"
,
user
)
return
None
datetime_now
=
datetime
.
datetime
.
strptime
(
date
+
' '
+
time
,
"%Y-%m-%d %H:%M:%S"
)
# check that the last data is less than 24 hours old
last_date
=
datetime
.
datetime
.
strptime
(
result
[
-
1
][
2
],
"%Y-%m-%d %H:%M:%S"
)
if
(
datetime_now
-
last_date
)
>
datetime
.
timedelta
(
days
=
1
):
self
.
logger
.
info
(
"Not enough recent data to detect anomalies: skipped"
)
return
None
# check that the first data is at least 13 days old
first_date
=
datetime
.
datetime
.
strptime
(
result
[
0
][
2
],
"%Y-%m-%d %H:%M:%S"
)
if
(
datetime_now
-
first_date
)
<
datetime
.
timedelta
(
days
=
13
):
self
.
logger
.
info
(
"Not enough data to detect anomalies: skipped"
)
return
None
df
=
pd
.
DataFrame
(
result
,
columns
=
[
"free"
,
"used"
,
"date"
])
df
.
loc
[:,
'date'
]
=
pd
.
to_datetime
(
df
.
date
)
# keep a sample every 5 minutes, set NaN when there is no information
freq
=
5
df
=
df
.
resample
(
str
(
freq
)
+
"min"
,
on
=
'date'
).
mean
()
# estimate the missing information
df
[
'free'
]
=
df
.
free
.
astype
(
float
).
interpolate
(
method
=
'linear'
)
df
[
'used'
]
=
df
.
used
.
astype
(
float
).
interpolate
(
method
=
'linear'
)
# calculate the median for the element-wise absolute value
# of the difference between each x and the median of x
df
=
df
.
reset_index
()
x
=
df
[
'date'
]
y
=
df
[
'free'
]
mad
=
lambda
x
:
np
.
median
(
np
.
fabs
(
x
-
np
.
median
(
x
)))
# threshold is set at 8% of the disk size by default
threshold_ratio
=
float
(
self
.
getConfig
(
'threshold-ratio'
,
0.08
)
or
0.08
)
threshold
=
threshold_ratio
*
disk_size
# use a 1-day window
minutes_per_day
=
60
*
24
/
freq
rolling_window
=
int
(
minutes_per_day
*
1
)
rolling_mad
=
y
.
rolling
(
window
=
rolling_window
,
center
=
False
).
median
()
+
\
y
.
rolling
(
window
=
rolling_window
,
center
=
False
).
apply
(
mad
)
rolling_mad_upper
=
rolling_mad
+
threshold
rolling_mad_lower
=
rolling_mad
-
threshold
# create Pandas DataFrame and rename columns
data
=
pd
.
concat
([
x
,
y
,
df
[
'used'
],
rolling_mad
,
rolling_mad_upper
,
rolling_mad_lower
],
axis
=
1
)
data
.
columns
=
[
"date"
,
"free"
,
"used"
,
"mad"
,
"upper_mad"
,
"lower_mad"
]
# drop initial values (outside rolling window)
data
.
dropna
(
subset
=
[
"mad"
],
inplace
=
True
)
# determine anomalies and display their number
data
[
"is_anomaly"
]
=
~
(
data
[
"free"
].
between
(
data
[
"lower_mad"
],
data
[
"upper_mad"
]))
data
=
data
.
set_index
(
"date"
)
if
(
len
(
data
)
==
0
):
self
.
logger
.
info
(
"No result from anomaly detection"
)
return
None
self
.
logger
.
info
(
"There were %s anomalies in the last 15 days "
\
"(1 data every %s minutes, threshold: %s %% of the disk size)"
%
(
len
(
data
[
data
[
'is_anomaly'
]
==
True
]),
freq
,
threshold_ratio
*
100
))
return
data
except
sqlite3
.
OperationalError
as
e
:
# if database is still locked after timeout expiration (another process is using it)
# we print warning message and try the promise at next run until max warn count
locked_message
=
"database is locked"
if
locked_message
in
str
(
e
)
and
\
not
self
.
raiseOnDatabaseLocked
(
locked_message
):
return
None
raise
@
staticmethod
def
_checkInodeUsage
(
path
):
stat
=
os
.
statvfs
(
path
)
total_inode
=
stat
.
f_files
if
total_inode
:
usage
=
100
*
(
total_inode
-
stat
.
f_ffree
)
/
total_inode
if
usage
>=
98
:
return
"Disk Inodes usage is really high: %.4f%%"
%
usage
def
getInodeUsage
(
self
,
path
):
return
(
self
.
_checkInodeUsage
(
path
)
or
os
.
path
.
ismount
(
'/tmp'
)
and
self
.
_checkInodeUsage
(
'/tmp'
)
or
""
)
def
sense
(
self
):
# check that the libraries are installed from the slapos.toolbox extra requires
pandas_found
=
pkgutil
.
find_loader
(
"pandas"
)
numpy_found
=
pkgutil
.
find_loader
(
"numpy"
)
if
pandas_found
is
None
or
numpy_found
is
None
:
self
.
logger
.
warning
(
"Trying to use pandas but the module is not installed. Promise skipped."
)
return
# find if a disk is mounted on the path
disk_partition
=
""
db_path
=
self
.
getConfig
(
'collectordb'
)
check_date
=
self
.
getConfig
(
'test-check-date'
)
path
=
os
.
path
.
join
(
self
.
getPartitionFolder
(),
""
)
+
"extrafolder"
partitions
=
psutil
.
disk_partitions
()
while
path
is
not
'/'
:
if
not
disk_partition
:
path
=
os
.
path
.
dirname
(
path
)
else
:
break
for
p
in
partitions
:
if
p
.
mountpoint
==
path
:
disk_partition
=
p
.
device
break
if
not
disk_partition
:
self
.
logger
.
error
(
"Couldn't find disk partition"
)
return
if
db_path
.
endswith
(
"collector.db"
):
db_path
=
db_path
[:
-
len
(
"collector.db"
)]
if
check_date
:
# testing mode
currentdate
=
check_date
currenttime
=
self
.
getConfig
(
'test-check-time'
,
'09:30:30'
)
user
=
self
.
getConfig
(
'test-partition'
,
'slapuser0'
)
else
:
# get the user name of the partition
user
=
pwd
.
getpwuid
(
os
.
getuid
()).
pw_name
# get last minute
now
=
datetime
.
datetime
.
utcnow
()
currentdate
=
now
.
strftime
(
'%Y-%m-%d'
)
currenttime
=
now
-
datetime
.
timedelta
(
minutes
=
1
)
currenttime
=
currenttime
.
time
().
strftime
(
'%H:%M:%S'
)
partition_size
=
self
.
getPartitionSize
(
user
,
db_path
)
data
=
self
.
getAnomaly
(
disk_partition
,
db_path
,
user
,
currentdate
,
currenttime
)
if
data
is
None
:
return
last_data
=
data
.
iloc
[
-
1
]
last_date
=
data
.
index
[
-
1
]
if
last_data
.
is_anomaly
:
self
.
logger
.
error
(
"Anomaly detected on %s. Space used by %s: %.2f G."
%
(
last_date
,
user
,
partition_size
/
(
1024
*
1024
*
1024
)))
else
:
self
.
logger
.
info
(
"No anomaly detected (last date checked: %s)"
%
(
last_date
))
def
test
(
self
):
return
self
.
_test
(
result_count
=
1
,
failure_amount
=
1
)
def
anomaly
(
self
):
return
self
.
_test
(
result_count
=
3
,
failure_amount
=
3
)
slapos/promise/plugin/util.py
View file @
76f0a0bd
import
itertools
import
json
import
logging
import
os
import
textwrap
from
dateutil
import
parser
as
dateparser
from
datetime
import
datetime
from
slapos.grid.promise.generic
import
GenericPromise
def
iter_reverse_lines
(
f
):
"""
Read lines from the end of the file
"""
f
.
seek
(
0
,
os
.
SEEK_END
)
while
True
:
try
:
while
f
.
seek
(
-
2
,
os
.
SEEK_CUR
)
and
f
.
read
(
1
)
!=
b'
\
n
'
:
pass
except
OSError
:
return
pos
=
f
.
tell
()
yield
f
.
readline
()
f
.
seek
(
pos
,
os
.
SEEK_SET
)
def
iter_logrotate_file_handle
(
path
,
mode
=
'r'
):
"""
Yield successive file handles for rotated logs
(XX.log, XX.log.1, XX.log.2, ...)
"""
for
i
in
itertools
.
count
():
path_i
=
path
+
str
(
i
or
''
)
try
:
with
open
(
path_i
,
mode
)
as
f
:
yield
f
except
OSError
:
break
class
JSONPromise
(
GenericPromise
):
def
__init__
(
self
,
config
):
self
.
__name
=
config
.
get
(
'name'
,
None
)
self
.
__log_folder
=
config
.
get
(
'log-folder'
,
None
)
super
(
JSONPromise
,
self
).
__init__
(
config
)
json_log_name
=
os
.
path
.
splitext
(
self
.
__name
)[
0
]
+
'.json.log'
self
.
__json_log_file
=
os
.
path
.
join
(
self
.
__log_folder
,
json_log_name
)
self
.
json_logger
=
self
.
__makeJsonLogger
(
self
.
__json_log_file
)
def
__makeJsonLogger
(
self
,
json_log_file
):
logger
=
logging
.
getLogger
(
'json-logger'
)
logger
.
setLevel
(
logging
.
INFO
)
handler
=
logging
.
FileHandler
(
json_log_file
)
formatter
=
logging
.
Formatter
(
'{"time": "%(asctime)s", "log_level": "%(levelname)s"'
', "message": "%(message)s", "data": %(data)s}'
)
handler
.
setFormatter
(
formatter
)
logger
.
addHandler
(
handler
)
return
logger
def
getJsonLogDataInterval
(
self
,
interval
):
"""
Get all data in the last "interval" seconds from JSON log
Reads rotated logs too (XX.log, XX.log.1, XX.log.2, ...)
"""
current_time
=
datetime
.
now
()
data_list
=
[]
for
f
in
iter_logrotate_file_handle
(
self
.
__json_log_file
,
'rb'
):
for
line
in
iter_reverse_lines
(
f
):
l
=
json
.
loads
(
line
.
decode
().
replace
(
"'"
,
'"'
))
timestamp
=
dateparser
.
parse
(
l
[
'time'
])
if
(
current_time
-
timestamp
).
total_seconds
()
>
interval
:
return
data_list
data_list
.
append
(
l
[
'data'
])
return
data_list
def
getJsonLogLatestTimestamp
(
log
):
"""
Get latest timestamp from JSON log
Reads rotated logs too (XX.log, XX.log.1, XX.log.2, ...)
"""
for
f
in
iter_logrotate_file_handle
(
self
.
__json_log_file
,
'rb'
):
for
line
in
iter_reverse_lines
(
f
):
l
=
json
.
loads
(
line
.
decode
().
replace
(
"'"
,
'"'
))
return
dateparser
.
parse
(
l
[
'time'
])
return
0
from
dateutil
import
parser
from
slapos.grid.promise.generic
import
GenericPromise
def
tail_file
(
file_path
,
line_count
=
10
):
def
tail_file
(
file_path
,
line_count
=
10
):
"""
"""
Returns the last lines of file.
Returns the last lines of file.
"""
"""
line_list
=
[]
line_list
=
[]
with
open
(
file_path
)
as
f
:
with
open
(
file_path
)
as
f
:
BUFSIZ
=
1024
BUFSIZ
=
1024
...
@@ -25,5 +115,4 @@ def tail_file(file_path, line_count=10):
...
@@ -25,5 +115,4 @@ def tail_file(file_path, line_count=10):
size
-=
line_len
size
-=
line_len
bytes
-=
BUFSIZ
bytes
-=
BUFSIZ
block
-=
1
block
-=
1
return
'
\
n
'
.
join
(
''
.
join
(
line_list
).
splitlines
()[
-
line_count
:])
return
'
\
n
'
.
join
(
''
.
join
(
line_list
).
splitlines
()[
-
line_count
:])
slapos/test/promise/data/disktest.sql
View file @
76f0a0bd
BEGIN
TRANSACTION
;
BEGIN
TRANSACTION
;
CREATE
TABLE
disk
(
partition
text
,
used
text
,
free
text
,
mountpoint
text
,
date
text
,
time
text
,
reported
integer
NULL
DEFAULT
0
);
CREATE
TABLE
disk
(
partition
text
,
used
text
,
free
text
,
mountpoint
text
,
date
text
,
time
text
,
reported
integer
NULL
DEFAULT
0
);
CREATE
TABLE
folder
(
partition
text
,
disk_used
real
,
date
text
,
time
text
,
reported
integer
NULL
DEFAULT
0
);
INSERT
INTO
"disk"
VALUES
(
'/dev/sda1'
,
'159220666368'
,
'288948396032'
,
'/'
,
'2017-09-18'
,
'09:17:01'
,
1
);
INSERT
INTO
"disk"
VALUES
(
'/dev/sda1'
,
'159220666368'
,
'288948396032'
,
'/'
,
'2017-09-19'
,
'09:17:01'
,
1
);
INSERT
INTO
"disk"
VALUES
(
'/dev/sda1'
,
'159220666368'
,
'288948396032'
,
'/'
,
'2017-09-20'
,
'09:17:01'
,
1
);
INSERT
INTO
"disk"
VALUES
(
'/dev/sda1'
,
'159220666368'
,
'288948396032'
,
'/'
,
'2017-09-21'
,
'09:17:01'
,
1
);
INSERT
INTO
"disk"
VALUES
(
'/dev/sda1'
,
'159220666368'
,
'288948396032'
,
'/'
,
'2017-09-22'
,
'09:17:01'
,
1
);
INSERT
INTO
"disk"
VALUES
(
'/dev/sda1'
,
'159220666368'
,
'288948396032'
,
'/'
,
'2017-09-23'
,
'09:17:01'
,
1
);
INSERT
INTO
"disk"
VALUES
(
'/dev/sda1'
,
'159220666368'
,
'288948396032'
,
'/'
,
'2017-09-24'
,
'09:17:01'
,
1
);
INSERT
INTO
"disk"
VALUES
(
'/dev/sda1'
,
'159220666368'
,
'288948396032'
,
'/'
,
'2017-09-25'
,
'09:17:01'
,
1
);
INSERT
INTO
"disk"
VALUES
(
'/dev/sda1'
,
'159220666368'
,
'288948396032'
,
'/'
,
'2017-09-26'
,
'09:17:01'
,
1
);
INSERT
INTO
"disk"
VALUES
(
'/dev/sda1'
,
'159220666368'
,
'288948396032'
,
'/'
,
'2017-09-27'
,
'09:17:01'
,
1
);
INSERT
INTO
"disk"
VALUES
(
'/dev/sda1'
,
'159220666368'
,
'288948396032'
,
'/'
,
'2017-09-28'
,
'09:17:01'
,
1
);
INSERT
INTO
"disk"
VALUES
(
'/dev/sda1'
,
'159220666368'
,
'288948396032'
,
'/'
,
'2017-09-29'
,
'09:17:01'
,
1
);
INSERT
INTO
"disk"
VALUES
(
'/dev/sda1'
,
'159220666368'
,
'288948396032'
,
'/'
,
'2017-09-30'
,
'09:17:01'
,
1
);
INSERT
INTO
"disk"
VALUES
(
'/dev/sda1'
,
'159220666368'
,
'288948396032'
,
'/'
,
'2017-10-01'
,
'09:17:01'
,
1
);
INSERT
INTO
"disk"
VALUES
(
'/dev/sda1'
,
'159220666368'
,
'288948396032'
,
'/'
,
'2017-10-02'
,
'09:17:01'
,
1
);
INSERT
INTO
"disk"
VALUES
(
'/dev/sda1'
,
'159220666368'
,
'288948396032'
,
'/'
,
'2017-10-02'
,
'09:17:01'
,
1
);
INSERT
INTO
"disk"
VALUES
(
'/dev/sda1'
,
'159237537792'
,
'288931524608'
,
'/'
,
'2017-10-02'
,
'09:18:01'
,
1
);
INSERT
INTO
"disk"
VALUES
(
'/dev/sda1'
,
'159237537792'
,
'288931524608'
,
'/'
,
'2017-10-02'
,
'09:18:01'
,
1
);
INSERT
INTO
"disk"
VALUES
(
'/dev/sda1'
,
'159238090752'
,
'288930971648'
,
'/'
,
'2017-10-02'
,
'09:19:02'
,
1
);
INSERT
INTO
"disk"
VALUES
(
'/dev/sda1'
,
'159238090752'
,
'288930971648'
,
'/'
,
'2017-10-02'
,
'09:19:02'
,
1
);
...
@@ -14,4 +29,7 @@ INSERT INTO "disk" VALUES('/dev/sda1','159429677056','288739385344','/','2017-10
...
@@ -14,4 +29,7 @@ INSERT INTO "disk" VALUES('/dev/sda1','159429677056','288739385344','/','2017-10
INSERT
INTO
"disk"
VALUES
(
'/dev/sda1'
,
'159444549632'
,
'288724512768'
,
'/'
,
'2017-10-02'
,
'09:28:03'
,
1
);
INSERT
INTO
"disk"
VALUES
(
'/dev/sda1'
,
'159444549632'
,
'288724512768'
,
'/'
,
'2017-10-02'
,
'09:28:03'
,
1
);
INSERT
INTO
"disk"
VALUES
(
'/dev/sda1'
,
'159472902144'
,
'288696160256'
,
'/'
,
'2017-10-02'
,
'09:29:02'
,
1
);
INSERT
INTO
"disk"
VALUES
(
'/dev/sda1'
,
'159472902144'
,
'288696160256'
,
'/'
,
'2017-10-02'
,
'09:29:02'
,
1
);
INSERT
INTO
"disk"
VALUES
(
'/dev/sda1'
,
'159476805632'
,
'288692256768'
,
'/'
,
'2017-10-02'
,
'09:30:03'
,
1
);
INSERT
INTO
"disk"
VALUES
(
'/dev/sda1'
,
'159476805632'
,
'288692256768'
,
'/'
,
'2017-10-02'
,
'09:30:03'
,
1
);
INSERT
INTO
"folder"
VALUES
(
'slapuser0'
,
87533020
.
0
,
'2017-10-02'
,
'09:17:00'
,
1
);
INSERT
INTO
"folder"
VALUES
(
'slapuser1'
,
21883255
.
0
,
'2017-10-02'
,
'09:17:00'
,
1
);
INSERT
INTO
"folder"
VALUES
(
'slapuser2'
,
43766510
.
0
,
'2017-10-02'
,
'09:17:00'
,
1
);
COMMIT
;
COMMIT
;
slapos/test/promise/data/folder_disk_test.sql
0 → 100644
View file @
76f0a0bd
BEGIN
TRANSACTION
;
CREATE
TABLE
disk
(
partition
text
,
used
text
,
free
text
,
mountpoint
text
,
date
text
,
time
text
,
reported
integer
NULL
DEFAULT
0
);
CREATE
TABLE
folder
(
partition
text
,
disk_used
real
,
date
text
,
time
text
,
reported
integer
NULL
DEFAULT
0
);
INSERT
INTO
"disk"
VALUES
(
'disk_partition_name'
,
'159220666368'
,
'288948396032'
,
'/'
,
'2017-10-02'
,
'09:17:01'
,
1
);
INSERT
INTO
"disk"
VALUES
(
'disk_partition_name'
,
'159237537792'
,
'288931524608'
,
'/'
,
'2017-10-02'
,
'09:18:01'
,
1
);
INSERT
INTO
"disk"
VALUES
(
'disk_partition_name'
,
'159238090752'
,
'288930971648'
,
'/'
,
'2017-10-02'
,
'09:19:02'
,
1
);
INSERT
INTO
"disk"
VALUES
(
'disk_partition_name'
,
'159241568256'
,
'288927494144'
,
'/'
,
'2017-10-02'
,
'09:20:02'
,
1
);
INSERT
INTO
"disk"
VALUES
(
'disk_partition_name'
,
'159242719232'
,
'288926343168'
,
'/'
,
'2017-10-02'
,
'09:21:02'
,
1
);
INSERT
INTO
"disk"
VALUES
(
'disk_partition_name'
,
'159196176384'
,
'288972886016'
,
'/'
,
'2017-10-02'
,
'09:22:03'
,
1
);
INSERT
INTO
"disk"
VALUES
(
'disk_partition_name'
,
'159300747264'
,
'288868315136'
,
'/'
,
'2017-10-02'
,
'09:23:03'
,
1
);
INSERT
INTO
"disk"
VALUES
(
'disk_partition_name'
,
'159294308352'
,
'288874754048'
,
'/'
,
'2017-10-02'
,
'09:24:02'
,
1
);
INSERT
INTO
"disk"
VALUES
(
'disk_partition_name'
,
'159328468992'
,
'288840593408'
,
'/'
,
'2017-10-02'
,
'09:25:03'
,
1
);
INSERT
INTO
"disk"
VALUES
(
'disk_partition_name'
,
'159384883200'
,
'288784179200'
,
'/'
,
'2017-10-02'
,
'09:26:03'
,
1
);
INSERT
INTO
"disk"
VALUES
(
'disk_partition_name'
,
'159429677056'
,
'288739385344'
,
'/'
,
'2017-10-02'
,
'09:27:02'
,
1
);
INSERT
INTO
"disk"
VALUES
(
'disk_partition_name'
,
'159444549632'
,
'288724512768'
,
'/'
,
'2017-10-02'
,
'09:28:03'
,
1
);
INSERT
INTO
"disk"
VALUES
(
'disk_partition_name'
,
'159472902144'
,
'288696160256'
,
'/'
,
'2017-10-02'
,
'09:29:02'
,
1
);
INSERT
INTO
"disk"
VALUES
(
'disk_partition_name'
,
'159476805632'
,
'288692256768'
,
'/'
,
'2017-10-02'
,
'09:30:03'
,
1
);
INSERT
INTO
"folder"
VALUES
(
'slapuser0'
,
21883255
.
0
,
'2017-09-18'
,
'09:30:20'
,
1
);
INSERT
INTO
"folder"
VALUES
(
'slapuser0'
,
24071580
.
5
,
'2017-09-19'
,
'09:30:11'
,
1
);
INSERT
INTO
"folder"
VALUES
(
'slapuser0'
,
23196250
.
3
,
'2017-09-20'
,
'09:30:08'
,
1
);
INSERT
INTO
"folder"
VALUES
(
'slapuser0'
,
23415082
.
8
,
'2017-09-21'
,
'09:30:21'
,
1
);
INSERT
INTO
"folder"
VALUES
(
'slapuser0'
,
23633915
.
4
,
'2017-09-22'
,
'09:30:09'
,
1
);
INSERT
INTO
"folder"
VALUES
(
'slapuser0'
,
30636557
.
0
,
'2017-09-23'
,
'09:30:06'
,
1
);
INSERT
INTO
"folder"
VALUES
(
'slapuser0'
,
28448231
.
5
,
'2017-09-24'
,
'09:30:19'
,
1
);
INSERT
INTO
"folder"
VALUES
(
'slapuser0'
,
27572901
.
3
,
'2017-09-25'
,
'09:30:13'
,
1
);
INSERT
INTO
"folder"
VALUES
(
'slapuser0'
,
29761226
.
8
,
'2017-09-26'
,
'09:30:15'
,
1
);
INSERT
INTO
"folder"
VALUES
(
'slapuser0'
,
30855389
.
5
,
'2017-09-27'
,
'09:30:06'
,
1
);
INSERT
INTO
"folder"
VALUES
(
'slapuser0'
,
30636557
.
0
,
'2017-09-28'
,
'09:30:11'
,
1
);
INSERT
INTO
"folder"
VALUES
(
'slapuser0'
,
31074222
.
0
,
'2017-09-29'
,
'09:30:08'
,
1
);
INSERT
INTO
"folder"
VALUES
(
'slapuser0'
,
31096105
.
3
,
'2017-09-30'
,
'09:30:05'
,
1
);
INSERT
INTO
"folder"
VALUES
(
'slapuser0'
,
31949552
.
2
,
'2017-10-01'
,
'09:30:10'
,
1
);
INSERT
INTO
"folder"
VALUES
(
'slapuser0'
,
87533020
.
0
,
'2017-10-02'
,
'09:30:02'
,
1
);
COMMIT
;
\ No newline at end of file
slapos/test/promise/plugin/test_check_cpu_temperature.py
0 → 100644
View file @
76f0a0bd
# -*- coding: utf-8 -*-
##############################################################################
# Copyright (c) 2018 Vifib SARL and Contributors. All Rights Reserved.
#
# WARNING: This program as such is intended to be used by professional
# programmers who take the whole responsibility of assessing all potential
# consequences resulting from its eventual inadequacies and bugs
# End users who are looking for a ready-to-use solution with commercial
# guarantees and support are strongly advised to contract a Free Software
# Service Company
#
# This program is Free Software; you can redistribute it and/or
# modify it under the terms of the GNU General Public License
# as published by the Free Software Foundation; either version 2
# of the License, or (at your option) any later version.
#
# This program is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU General Public License for more details.
#
# You should have received a copy of the GNU General Public License
# along with this program; if not, write to the Free Software
# Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
#
##############################################################################
import
mock
import
os
import
time
from
slapos.grid.promise
import
PromiseError
from
slapos.promise.plugin.check_cpu_temperature
import
RunPromise
from
.
import
TestPromisePluginMixin
class
TestCheckCpuTemperature
(
TestPromisePluginMixin
):
promise_name
=
"monitor-cpu-temperature.py"
def
setUp
(
self
):
super
(
TestCheckCpuTemperature
,
self
).
setUp
()
def
writePromise
(
self
,
**
kw
):
super
(
TestCheckCpuTemperature
,
self
).
writePromise
(
self
.
promise_name
,
"from %s import %s
\
n
extra_config_dict = %r
\
n
"
%
(
RunPromise
.
__module__
,
RunPromise
.
__name__
,
kw
))
def
runPromise
(
self
,
summary
,
failed
=
False
):
self
.
configureLauncher
(
enable_anomaly
=
True
,
force
=
True
)
with
mock
.
patch
(
'psutil.sensors_temperatures'
,
return_value
=
summary
):
if
failed
:
self
.
assertRaises
(
PromiseError
,
self
.
launcher
.
run
)
else
:
self
.
launcher
.
run
()
result
=
self
.
getPromiseResult
(
self
.
promise_name
)[
'result'
]
self
.
assertEqual
(
result
[
'failed'
],
failed
)
return
result
[
'message'
]
def
test_temp_ok
(
self
):
message
=
"Temperature OK (50 °C)"
self
.
writePromise
(
**
{
'last-avg-computation-file'
:
'last_avg_computation_file'
,
'max-spot-temp'
:
80
,
'max-avg-temp'
:
100
,
})
self
.
assertEqual
(
message
,
self
.
runPromise
({
'coretemp'
:
[[
0
,
50
]]}))
def
test_spot_critical
(
self
):
message
=
"Temperature reached critical threshold: 90 °C (threshold is 80.0 °C)"
self
.
writePromise
(
**
{
'last-avg-computation-file'
:
'last_avg_computation_file'
,
'max-spot-temp'
:
80
,
'max-avg-temp'
:
100
,
})
self
.
assertEqual
(
message
,
self
.
runPromise
({
'coretemp'
:
[[
0
,
90
]]}))
def
test_avg_critical
(
self
):
message
=
"Average temperature over the last 1s reached threshold: 45.0 °C (threshold is 40.0 °C)"
self
.
writePromise
(
**
{
'last-avg-computation-file'
:
'last_avg_computation_file'
,
'max-spot-temp'
:
99999
,
'max-avg-temp'
:
40
,
'avg-temp-duration'
:
1
,
})
m
=
self
.
runPromise
({
'coretemp'
:
[[
0
,
0
]]})
time
.
sleep
(
0.6
)
m
=
self
.
runPromise
({
'coretemp'
:
[[
0
,
0
]]})
time
.
sleep
(
0.5
)
self
.
assertEqual
(
message
,
self
.
runPromise
({
'coretemp'
:
[[
0
,
90
]]}))
if
__name__
==
'__main__'
:
unittest
.
main
()
slapos/test/promise/plugin/test_check_free_disk_space.py
View file @
76f0a0bd
...
@@ -74,18 +74,19 @@ extra_config_dict = {
...
@@ -74,18 +74,19 @@ extra_config_dict = {
"""
%
{
'collectordb'
:
self
.
db_file
}
"""
%
{
'collectordb'
:
self
.
db_file
}
self
.
writePromise
(
self
.
promise_name
,
content
)
self
.
writePromise
(
self
.
promise_name
,
content
)
self
.
configureLauncher
()
self
.
configureLauncher
(
timeout
=
20
)
self
.
launcher
.
run
()
self
.
launcher
.
run
()
result
=
self
.
getPromiseResult
(
self
.
promise_name
)
result
=
self
.
getPromiseResult
(
self
.
promise_name
)
self
.
assertEqual
(
result
[
'result'
][
'failed'
],
False
)
self
.
assertEqual
(
result
[
'result'
][
'failed'
],
False
)
self
.
assertEqual
(
result
[
'result'
][
'message'
],
"No result from collector database: disk check skipped"
)
self
.
assertEqual
(
result
[
'result'
][
'message'
],
"No result from collector database: disk check skipped"
)
def
test_disk_space_ok
(
self
):
def
test_disk_space_ok
(
self
):
self
.
configureLauncher
()
self
.
configureLauncher
(
timeout
=
20
)
self
.
launcher
.
run
()
self
.
launcher
.
run
()
result
=
self
.
getPromiseResult
(
self
.
promise_name
)
result
=
self
.
getPromiseResult
(
self
.
promise_name
)
self
.
assertEqual
(
result
[
'result'
][
'failed'
],
False
)
self
.
assertEqual
(
result
[
'result'
][
'failed'
],
False
)
self
.
assertEqual
(
result
[
'result'
][
'message'
],
"Disk usage: OK"
)
message
=
"Current disk usage: OK
\
n
Enable to display disk space predictions: False"
self
.
assertEqual
(
result
[
'result'
][
'message'
],
message
)
def
test_disk_space_nok
(
self
):
def
test_disk_space_nok
(
self
):
content
=
"""from slapos.promise.plugin.check_free_disk_space import RunPromise
content
=
"""from slapos.promise.plugin.check_free_disk_space import RunPromise
...
@@ -98,29 +99,62 @@ extra_config_dict = {
...
@@ -98,29 +99,62 @@ extra_config_dict = {
"""
%
{
'collectordb'
:
self
.
db_file
}
"""
%
{
'collectordb'
:
self
.
db_file
}
self
.
writePromise
(
self
.
promise_name
,
content
)
self
.
writePromise
(
self
.
promise_name
,
content
)
self
.
configureLauncher
()
self
.
configureLauncher
(
timeout
=
20
)
with
self
.
assertRaises
(
PromiseError
):
with
self
.
assertRaises
(
PromiseError
):
self
.
launcher
.
run
()
self
.
launcher
.
run
()
result
=
self
.
getPromiseResult
(
self
.
promise_name
)
result
=
self
.
getPromiseResult
(
self
.
promise_name
)
self
.
assertEqual
(
result
[
'result'
][
'failed'
],
True
)
self
.
assertEqual
(
result
[
'result'
][
'failed'
],
True
)
self
.
assertEqual
(
result
[
'result'
][
'message'
],
message
=
"Free disk space low: remaining 269.10 G (disk size: 417 G, threshold: 278 G)."
"Free disk space low: remaining 269.1 G (threshold: 278.0 G)"
)
self
.
assertIn
(
message
,
result
[
'result'
][
'message'
]
)
self
.
configureLauncher
()
def
test_display_partition
(
self
):
content
=
"""from slapos.promise.plugin.check_free_disk_space import RunPromise
extra_config_dict = {
'collectordb': '%(collectordb)s',
'test-check-date': '2017-10-02',
'threshold': '278',
'display-partition' : '1',
}
"""
%
{
'collectordb'
:
self
.
db_file
}
self
.
writePromise
(
self
.
promise_name
,
content
)
self
.
configureLauncher
(
timeout
=
20
)
with
self
.
assertRaises
(
PromiseError
):
with
self
.
assertRaises
(
PromiseError
):
self
.
launcher
.
run
()
self
.
launcher
.
run
()
result
=
self
.
getPromiseResult
(
self
.
promise_name
)
result
=
self
.
getPromiseResult
(
self
.
promise_name
)
self
.
assertEqual
(
result
[
'result'
][
'failed'
],
True
)
self
.
assertEqual
(
result
[
'result'
][
'failed'
],
True
)
self
.
assertEqual
(
result
[
'result'
][
'message'
],
"Free disk space low: remaining 269.1 G (threshold: 278.0 G)"
)
message
=
"Free disk space low: remaining 269.10 G (disk size: 417 G, threshold: 278 G). "
\
"The partition slappart0 uses 83.48 G (date checked: 2017-10-02 09:17:00). "
\
"The partition slappart2 uses 41.74 G (date checked: 2017-10-02 09:17:00). "
\
"The partition slappart1 uses 20.87 G (date checked: 2017-10-02 09:17:00)."
self
.
assertIn
(
message
,
result
[
'result'
][
'message'
])
def
test_display_prediction
(
self
):
content
=
"""from slapos.promise.plugin.check_free_disk_space import RunPromise
extra_config_dict = {
'collectordb': '%(collectordb)s',
'test-check-date': '2017-10-02',
'display-prediction' : '1',
}
"""
%
{
'collectordb'
:
self
.
db_file
}
self
.
writePromise
(
self
.
promise_name
,
content
)
self
.
configureLauncher
(
timeout
=
20
)
self
.
launcher
.
run
()
result
=
self
.
getPromiseResult
(
self
.
promise_name
)
self
.
assertEqual
(
result
[
'result'
][
'failed'
],
False
)
self
.
assertIn
(
"Prediction:"
,
result
[
'result'
][
'message'
])
def
test_check_free_disk_with_unicode_string_path
(
self
):
def
test_check_free_disk_with_unicode_string_path
(
self
):
# set path unicode
# set path unicode
self
.
partition_dir
=
u'%s'
%
self
.
partition_dir
self
.
partition_dir
=
u'%s'
%
self
.
partition_dir
self
.
configureLauncher
()
self
.
configureLauncher
(
timeout
=
20
)
self
.
launcher
.
run
()
self
.
launcher
.
run
()
result
=
self
.
getPromiseResult
(
self
.
promise_name
)
result
=
self
.
getPromiseResult
(
self
.
promise_name
)
self
.
assertEqual
(
result
[
'result'
][
'failed'
],
False
)
self
.
assertEqual
(
result
[
'result'
][
'failed'
],
False
)
self
.
assert
Equal
(
result
[
'result'
][
'message'
],
"Disk usage: OK"
)
self
.
assert
In
(
"Current disk usage: OK"
,
result
[
'result'
][
'message'
]
)
if
__name__
==
'__main__'
:
if
__name__
==
'__main__'
:
unittest
.
main
()
unittest
.
main
()
slapos/test/promise/plugin/test_check_network_errors_packets.py
0 → 100644
View file @
76f0a0bd
# -*- coding: utf-8 -*-
##############################################################################
# Copyright (c) 2022 Vifib SARL and Contributors. All Rights Reserved.
#
# WARNING: This program as such is intended to be used by professional
# programmers who take the whole responsibility of assessing all potential
# consequences resulting from its eventual inadequacies and bugs
# End users who are looking for a ready-to-use solution with commercial
# guarantees and support are strongly advised to contract a Free Software
# Service Company
#
# This program is Free Software; you can redistribute it and/or
# modify it under the terms of the GNU General Public License
# as published by the Free Software Foundation; either version 2
# of the License, or (at your option) any later version.
#
# This program is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU General Public License for more details.
#
# You should have received a copy of the GNU General Public License
# along with this program; if not, write to the Free Software
# Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
#
##############################################################################
import
mock
from
collections
import
namedtuple
from
slapos.grid.promise
import
PromiseError
from
slapos.promise.plugin.check_network_errors_packets
import
RunPromise
from
.
import
TestPromisePluginMixin
class
TestCheckNetwork
(
TestPromisePluginMixin
):
promise_name
=
"monitor-network.py"
def
setUp
(
self
):
super
(
TestCheckNetwork
,
self
).
setUp
()
self
.
network_data
=
namedtuple
(
'network_data'
,
[
'bytes_recv'
,
'bytes_sent'
,
'errin'
,
'errout'
,
'dropin'
,
'dropout'
])
def
writePromise
(
self
,
**
kw
):
super
(
TestCheckNetwork
,
self
).
writePromise
(
self
.
promise_name
,
"from %s import %s
\
n
extra_config_dict = %r
\
n
"
%
(
RunPromise
.
__module__
,
RunPromise
.
__name__
,
kw
))
def
runPromise
(
self
,
summary
,
failed
=
False
):
self
.
configureLauncher
(
enable_anomaly
=
True
,
force
=
True
)
with
mock
.
patch
(
'psutil.net_io_counters'
,
return_value
=
summary
):
if
failed
:
self
.
assertRaises
(
PromiseError
,
self
.
launcher
.
run
)
else
:
self
.
launcher
.
run
()
result
=
self
.
getPromiseResult
(
self
.
promise_name
)[
'result'
]
self
.
assertEqual
(
result
[
'failed'
],
failed
)
return
result
[
'message'
]
def
test_network_ok
(
self
):
message
=
"Network statistics OK"
mock_stats
=
{
'bytes_recv'
:
0
,
'bytes_sent'
:
0
,
'errin'
:
0
,
'errout'
:
0
,
'dropin'
:
0
,
'dropout'
:
0
}
self
.
writePromise
(
**
{
'max-lost-packets-per-MB'
:
5
,
'max-error-messages-per-MB'
:
5
,
})
self
.
assertEqual
(
message
,
self
.
runPromise
(
self
.
network_data
(
**
mock_stats
)))
def
test_network_dropped_packets_nok
(
self
):
message
=
"Network packets lost reached critical threshold: 10 (threshold is 5 per MB)"
mock_stats
=
{
'bytes_recv'
:
0
,
'bytes_sent'
:
0
,
'errin'
:
0
,
'errout'
:
0
,
'dropin'
:
5
,
'dropout'
:
5
}
self
.
writePromise
(
**
{
'max-lost-packets-per-MB'
:
5
,
'max-error-messages-per-MB'
:
5
,
})
self
.
assertEqual
(
message
,
self
.
runPromise
(
self
.
network_data
(
**
mock_stats
)))
def
test_network_errors_nok
(
self
):
message
=
"Network errors reached critical threshold: 10 (threshold is 5 per MB)"
mock_stats
=
{
'bytes_recv'
:
0
,
'bytes_sent'
:
0
,
'errin'
:
5
,
'errout'
:
5
,
'dropin'
:
0
,
'dropout'
:
0
}
self
.
writePromise
(
**
{
'max-lost-packets-per-MB'
:
5
,
'max-error-messages-per-MB'
:
5
,
})
self
.
assertEqual
(
message
,
self
.
runPromise
(
self
.
network_data
(
**
mock_stats
)))
def
test_network_nok
(
self
):
message
=
"Network packets lost reached critical threshold: 10 (threshold is 5 per MB)"
\
"
\
n
Network errors reached critical threshold: 10 (threshold is 5 per MB)"
mock_stats
=
{
'bytes_recv'
:
0
,
'bytes_sent'
:
0
,
'errin'
:
5
,
'errout'
:
5
,
'dropin'
:
5
,
'dropout'
:
5
}
self
.
writePromise
(
**
{
'max-lost-packets-per-MB'
:
5
,
'max-error-messages-per-MB'
:
5
,
})
self
.
assertEqual
(
message
,
self
.
runPromise
(
self
.
network_data
(
**
mock_stats
)))
if
__name__
==
'__main__'
:
unittest
.
main
()
slapos/test/promise/plugin/test_check_network_transit.py
0 → 100644
View file @
76f0a0bd
# -*- coding: utf-8 -*-
##############################################################################
# Copyright (c) 2018 Vifib SARL and Contributors. All Rights Reserved.
#
# WARNING: This program as such is intended to be used by professional
# programmers who take the whole responsibility of assessing all potential
# consequences resulting from its eventual inadequacies and bugs
# End users who are looking for a ready-to-use solution with commercial
# guarantees and support are strongly advised to contract a Free Software
# Service Company
#
# This program is Free Software; you can redistribute it and/or
# modify it under the terms of the GNU General Public License
# as published by the Free Software Foundation; either version 2
# of the License, or (at your option) any later version.
#
# This program is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU General Public License for more details.
#
# You should have received a copy of the GNU General Public License
# along with this program; if not, write to the Free Software
# Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
#
##############################################################################
import
mock
import
os
import
time
from
collections
import
namedtuple
from
slapos.grid.promise
import
PromiseError
from
slapos.promise.plugin.check_network_transit
import
RunPromise
from
.
import
TestPromisePluginMixin
class
TestCheckNetworkTransit
(
TestPromisePluginMixin
):
promise_name
=
"monitor-network-transit.py"
def
setUp
(
self
):
super
(
TestCheckNetworkTransit
,
self
).
setUp
()
self
.
network_data
=
namedtuple
(
'network_data'
,
[
'bytes_recv'
,
'bytes_sent'
])
def
writePromise
(
self
,
**
kw
):
super
(
TestCheckNetworkTransit
,
self
).
writePromise
(
self
.
promise_name
,
"from %s import %s
\
n
extra_config_dict = %r
\
n
"
%
(
RunPromise
.
__module__
,
RunPromise
.
__name__
,
kw
))
def
runPromise
(
self
,
summary
=
None
,
failed
=
False
):
self
.
configureLauncher
(
enable_anomaly
=
True
,
force
=
True
)
with
mock
.
patch
(
'psutil.net_io_counters'
,
return_value
=
summary
):
if
failed
:
self
.
assertRaises
(
PromiseError
,
self
.
launcher
.
run
)
else
:
self
.
launcher
.
run
()
result
=
self
.
getPromiseResult
(
self
.
promise_name
)[
'result'
]
self
.
assertEqual
(
result
[
'failed'
],
failed
)
return
result
[
'message'
]
def
test_network_transit_ok
(
self
):
message
=
"Network transit OK"
mock_stats
=
{
'bytes_recv'
:
1e6
,
'bytes_sent'
:
1e6
}
self
.
writePromise
(
**
{
'transit-period'
:
1
,
})
self
.
runPromise
(
self
.
network_data
(
**
{
'bytes_recv'
:
1e3
,
'bytes_sent'
:
1e3
}))
time
.
sleep
(
0.5
)
self
.
assertEqual
(
message
,
self
.
runPromise
(
self
.
network_data
(
**
mock_stats
)))
def
test_network_min_nok
(
self
):
message
=
"Network congested, data amount over the last 1 seconds"
\
" reached minimum threshold: 1.4K (threshold is 102.4K)"
mock_stats
=
{
'bytes_recv'
:
1e3
,
'bytes_sent'
:
1e3
}
self
.
writePromise
(
**
{
'min-data-amount'
:
0.1
,
# MB
'transit-period'
:
1
,
})
self
.
runPromise
(
self
.
network_data
(
**
{
'bytes_recv'
:
300
,
'bytes_sent'
:
300
}))
time
.
sleep
(
0.5
)
self
.
assertEqual
(
message
,
self
.
runPromise
(
self
.
network_data
(
**
mock_stats
)))
def
test_network_max_nok
(
self
):
message
=
"Network congested, data amount over the last 1 seconds"
\
" reached maximum threshold: 1.1M (threshold is 1.0M)"
mock_stats
=
{
'bytes_recv'
:
0.7e6
,
'bytes_sent'
:
0.5e6
}
self
.
writePromise
(
**
{
'max-data-amount'
:
1
,
# MB
'transit-period'
:
1
,
})
self
.
runPromise
(
self
.
network_data
(
**
{
'bytes_recv'
:
300
,
'bytes_sent'
:
300
}))
time
.
sleep
(
0.5
)
self
.
assertEqual
(
message
,
self
.
runPromise
(
self
.
network_data
(
**
mock_stats
)))
def
test_network_transit_nok
(
self
):
message
=
"Network congested, data amount over the last 1 seconds reached minimum threshold: 0.0B (threshold is 0.0B)
\
n
"
\
"Network congested, data amount over the last 1 seconds reached maximum threshold: 0.0B (threshold is 0.0B)"
mock_stats
=
{
'bytes_recv'
:
1e6
,
'bytes_sent'
:
1e6
}
self
.
writePromise
(
**
{
'last_transit_file'
:
'last_transit_file'
,
'max-data-amount'
:
0
,
'min-data-amount'
:
0
,
'transit-period'
:
1
,
})
self
.
runPromise
(
self
.
network_data
(
**
{
'bytes_recv'
:
1e6
,
'bytes_sent'
:
1e6
}))
time
.
sleep
(
0.5
)
self
.
assertEqual
(
message
,
self
.
runPromise
(
self
.
network_data
(
**
mock_stats
)))
if
__name__
==
'__main__'
:
unittest
.
main
()
slapos/test/promise/plugin/test_check_ram_usage.py
0 → 100644
View file @
76f0a0bd
# -*- coding: utf-8 -*-
##############################################################################
# Copyright (c) 2018 Vifib SARL and Contributors. All Rights Reserved.
#
# WARNING: This program as such is intended to be used by professional
# programmers who take the whole responsibility of assessing all potential
# consequences resulting from its eventual inadequacies and bugs
# End users who are looking for a ready-to-use solution with commercial
# guarantees and support are strongly advised to contract a Free Software
# Service Company
#
# This program is Free Software; you can redistribute it and/or
# modify it under the terms of the GNU General Public License
# as published by the Free Software Foundation; either version 2
# of the License, or (at your option) any later version.
#
# This program is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU General Public License for more details.
#
# You should have received a copy of the GNU General Public License
# along with this program; if not, write to the Free Software
# Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
#
##############################################################################
import
mock
import
os
import
time
from
collections
import
namedtuple
from
slapos.grid.promise
import
PromiseError
from
slapos.promise.plugin.check_ram_usage
import
RunPromise
from
.
import
TestPromisePluginMixin
class
TestCheckRamUsage
(
TestPromisePluginMixin
):
promise_name
=
"monitor-ram-usage.py"
def
setUp
(
self
):
super
(
TestCheckRamUsage
,
self
).
setUp
()
self
.
ram_data
=
namedtuple
(
'ram_data'
,
[
'available'
])
def
writePromise
(
self
,
**
kw
):
super
(
TestCheckRamUsage
,
self
).
writePromise
(
self
.
promise_name
,
"from %s import %s
\
n
extra_config_dict = %r
\
n
"
%
(
RunPromise
.
__module__
,
RunPromise
.
__name__
,
kw
))
def
runPromise
(
self
,
summary
,
failed
=
False
):
self
.
configureLauncher
(
enable_anomaly
=
True
,
force
=
True
)
with
mock
.
patch
(
'psutil.virtual_memory'
,
return_value
=
summary
):
if
failed
:
self
.
assertRaises
(
PromiseError
,
self
.
launcher
.
run
)
else
:
self
.
launcher
.
run
()
result
=
self
.
getPromiseResult
(
self
.
promise_name
)[
'result'
]
self
.
assertEqual
(
result
[
'failed'
],
failed
)
return
result
[
'message'
]
def
test_ram_ok
(
self
):
message
=
"RAM usage OK"
available_ram
=
{
'available'
:
1e9
}
self
.
writePromise
(
**
{
'last-avg-ram-file'
:
'last_avg_ram_file'
,
'min-threshold-ram'
:
500
,
# 500MB
'min-avg-ram'
:
100
,
})
self
.
assertEqual
(
message
,
self
.
runPromise
(
self
.
ram_data
(
**
available_ram
)))
def
test_ram_below_threshold_nok
(
self
):
message
=
"RAM usage reached critical threshold: 190.7M (threshold is 500.0M)"
available_ram
=
{
'available'
:
200e6
}
self
.
writePromise
(
**
{
'last-avg-ram-file'
:
'last_avg_ram_file'
,
'min-threshold-ram'
:
500
,
# ≈500MB
'min-avg-ram'
:
100
,
})
self
.
assertEqual
(
message
,
self
.
runPromise
(
self
.
ram_data
(
**
available_ram
)))
def
test_ram_below_average_nok
(
self
):
message
=
"Average RAM usage over the last 1 seconds reached threshold: 190.7M (threshold is 200.0M)"
available_ram
=
{
'available'
:
200e6
}
self
.
writePromise
(
**
{
'last-avg-ram-file'
:
'last_avg_ram_file'
,
'min-threshold-ram'
:
0
,
'min-avg-ram'
:
200
,
'avg-ram-period'
:
1
,
})
m
=
self
.
runPromise
(
self
.
ram_data
(
**
{
'available'
:
300e6
}))
m
=
self
.
runPromise
(
self
.
ram_data
(
**
{
'available'
:
200e6
}))
time
.
sleep
(
1
)
self
.
assertEqual
(
message
,
self
.
runPromise
(
self
.
ram_data
(
**
available_ram
)))
if
__name__
==
'__main__'
:
unittest
.
main
()
slapos/test/promise/plugin/test_monitor_partition_space.py
0 → 100644
View file @
76f0a0bd
##############################################################################
#
# Copyright (c) 2018 Vifib SARL and Contributors. All Rights Reserved.
#
# WARNING: This program as such is intended to be used by professional
# programmers who take the whole responsibility of assessing all potential
# consequences resulting from its eventual inadequacies and bugs
# End users who are looking for a ready-to-use solution with commercial
# guarantees and support are strongly adviced to contract a Free Software
# Service Company
#
# This program is Free Software; you can redistribute it and/or
# modify it under the terms of the GNU General Public License
# as published by the Free Software Foundation; either version 3
# of the License, or (at your option) any later version.
#
# This program is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU General Public License for more details.
#
# You should have received a copy of the GNU General Public License
# along with this program; if not, write to the Free Software
# Foundation, Inc., 59 Temple Place - Suite 330, Boston, MA 02111-1307, USA.
#
##############################################################################
from
slapos.test.promise.plugin
import
TestPromisePluginMixin
from
slapos.grid.promise
import
PromiseError
import
os
import
sqlite3
import
psutil
from
slapos.grid.promise
import
PromiseError
class
TestMonitorPartitionSpace
(
TestPromisePluginMixin
):
def
setUp
(
self
):
TestPromisePluginMixin
.
setUp
(
self
)
log_folder
=
os
.
path
.
join
(
self
.
partition_dir
,
'var/log'
)
os
.
makedirs
(
log_folder
)
# get disk partition name
disk_partition
=
""
path
=
os
.
path
.
join
(
self
.
partition_dir
,
""
)
+
"extrafolder"
partitions
=
psutil
.
disk_partitions
()
while
path
is
not
'/'
:
if
not
disk_partition
:
path
=
os
.
path
.
dirname
(
path
)
else
:
break
for
p
in
partitions
:
if
p
.
mountpoint
==
path
:
disk_partition
=
p
.
device
break
self
.
db_file
=
'/tmp/collector.db'
# populate db
self
.
conn
=
sqlite3
.
connect
(
self
.
db_file
)
f
=
open
(
self
.
base_path
+
"/folder_disk_test.sql"
)
sql
=
f
.
read
()
# replace every disk_partition_name string with disk partition name
sql
=
sql
.
replace
(
'disk_partition_name'
,
disk_partition
)
self
.
conn
.
executescript
(
sql
)
self
.
conn
.
close
()
self
.
promise_name
=
"monitor-partition-space.py"
content
=
"""from slapos.promise.plugin.monitor_partition_space import RunPromise
extra_config_dict = {
'collectordb': '%(collectordb)s',
'test-check-date': '2017-10-02',
}
"""
%
{
'collectordb'
:
self
.
db_file
}
self
.
writePromise
(
self
.
promise_name
,
content
)
def
tearDown
(
self
):
TestPromisePluginMixin
.
tearDown
(
self
)
if
os
.
path
.
exists
(
self
.
db_file
):
os
.
remove
(
self
.
db_file
)
def
test_no_data_for_a_partition
(
self
):
content
=
"""from slapos.promise.plugin.monitor_partition_space import RunPromise
extra_config_dict = {
'collectordb': '%(collectordb)s',
'test-check-date': '2017-10-02',
'test-partition': 'slapuser1'
}
"""
%
{
'collectordb'
:
self
.
db_file
}
self
.
writePromise
(
self
.
promise_name
,
content
)
self
.
configureLauncher
(
timeout
=
20
)
self
.
launcher
.
run
()
result
=
self
.
getPromiseResult
(
self
.
promise_name
)
self
.
assertEqual
(
result
[
'result'
][
'failed'
],
False
)
self
.
assertEqual
(
result
[
'result'
][
'message'
],
"No result from collector database for the user slapuser1: skipped"
)
def
test_no_recent_data
(
self
):
content
=
"""from slapos.promise.plugin.monitor_partition_space import RunPromise
extra_config_dict = {
'collectordb': '%(collectordb)s',
'test-check-date': '2017-10-04'
}
"""
%
{
'collectordb'
:
self
.
db_file
}
self
.
writePromise
(
self
.
promise_name
,
content
)
self
.
configureLauncher
(
force
=
True
,
timeout
=
20
)
self
.
launcher
.
run
()
result
=
self
.
getPromiseResult
(
self
.
promise_name
)
self
.
assertEqual
(
result
[
'result'
][
'failed'
],
False
)
self
.
assertEqual
(
result
[
'result'
][
'message'
],
"Not enough recent data to detect anomalies: skipped"
)
def
test_no_enough_data
(
self
):
content
=
"""from slapos.promise.plugin.monitor_partition_space import RunPromise
extra_config_dict = {
'collectordb': '%(collectordb)s',
'test-check-date': '2017-09-24'
}
"""
%
{
'collectordb'
:
self
.
db_file
}
self
.
writePromise
(
self
.
promise_name
,
content
)
self
.
configureLauncher
(
force
=
True
,
timeout
=
20
)
self
.
launcher
.
run
()
result
=
self
.
getPromiseResult
(
self
.
promise_name
)
self
.
assertEqual
(
result
[
'result'
][
'failed'
],
False
)
self
.
assertEqual
(
result
[
'result'
][
'message'
],
"Not enough data to detect anomalies: skipped"
)
def
test_no_anomalies
(
self
):
content
=
"""from slapos.promise.plugin.monitor_partition_space import RunPromise
extra_config_dict = {
'collectordb': '%(collectordb)s',
'test-check-date': '2017-10-02',
'threshold-ratio': '0.70'
}
"""
%
{
'collectordb'
:
self
.
db_file
}
self
.
writePromise
(
self
.
promise_name
,
content
)
self
.
configureLauncher
(
force
=
True
,
timeout
=
20
)
self
.
launcher
.
run
()
result
=
self
.
getPromiseResult
(
self
.
promise_name
)
self
.
assertEqual
(
result
[
'result'
][
'failed'
],
False
)
self
.
assertIn
(
"No anomaly detected (last date checked: 2017-10-02 09:30:00)"
,
result
[
'result'
][
'message'
])
def
test_presence_of_anomalies
(
self
):
self
.
configureLauncher
(
force
=
True
,
timeout
=
20
)
with
self
.
assertRaises
(
PromiseError
):
self
.
launcher
.
run
()
result
=
self
.
getPromiseResult
(
self
.
promise_name
)
self
.
assertEqual
(
result
[
'result'
][
'failed'
],
True
)
msg
=
"Anomaly detected on 2017-10-02 09:30:00. Space used by slapuser0: %.2f G."
self
.
assertIn
(
msg
%
(
87533020.0
/
(
1024
*
1024
)),
result
[
'result'
][
'message'
])
if
__name__
==
'__main__'
:
unittest
.
main
()
\ No newline at end of file
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