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ACS
P
Public
VILLASframework
Data Processing
Commits
32f81d3d
Commit
32f81d3d
authored
Jul 13, 2018
by
Bichen Li
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- Update the assertion function
parent
cb8c438b
Changes
2
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2 changed files
with
19 additions
and
25 deletions
+19
-25
dataprocessing/validationtools.py
dataprocessing/validationtools.py
+17
-5
examples/assertresults/assertresults.py
examples/assertresults/assertresults.py
+2
-20
No files found.
dataprocessing/validationtools.py
View file @
32f81d3d
...
...
@@ -5,7 +5,19 @@ import os
from
readtools
import
*
"""
The validationtools are used to validate the simulate results from the model.
A typical process of validate a model contains four parts
- Building & Running the module to get results
- Reading in the results
- Mapping the results with the reference results
- Asserting the module
The first step is done by Py4Mod package, the second by readtool.
The validationtool focuses on the last two steps. the conversion function converts the reference results
timeseries into the modelica timeseries (changing the names and units), the compare function compares two
timeseries, and the assert function gives an assertion of the compare result. At last, a top level validation
function is introduced to organize the whole job.
"""
def
convert_neplan_to_modelica_timeseries
(
neplan_timeseries
):
"""
...
...
@@ -112,7 +124,7 @@ def compare_timeseries(ts1, ts2):
return
dict
(
zip
(
timeseries_names
,
timeseries_error
))
def
assert_modelia_results
(
net_name
,
error
):
def
assert_modelia_results
(
net_name
,
error
,
threshold
):
"""
assert the result data of a net.
:param net_name: name of the network
...
...
@@ -123,7 +135,7 @@ def assert_modelia_results(net_name, error):
fail_list
=
[]
# List for all the failed test
# the limitations are set to 0.5
for
name
in
error
.
keys
():
if
abs
(
error
[
name
])
>
0.5
:
if
abs
(
error
[
name
])
>
threshold
:
fail_list
.
append
(
name
)
else
:
print
(
"Test on %s Passed"
%
name
)
...
...
@@ -137,7 +149,7 @@ def assert_modelia_results(net_name, error):
raise
ValueError
(
'Test on %s is not passed!'
%
net_name
)
def
validate_modelica_res
(
net_name
,
modelica_res_path
,
reference_res_path
):
def
validate_modelica_res
(
net_name
,
modelica_res_path
,
reference_res_path
,
threshold
=
0.5
):
"""
Top level function for the validation of modelica, calls all the function needed to execute the validation.
:param modelica_res_path: the path of the modelica result file, whose suffix should be .mat
...
...
@@ -151,4 +163,4 @@ def validate_modelica_res(net_name, modelica_res_path, reference_res_path):
res_ref
=
convert_neplan_to_modelica_timeseries
(
read_timeseries_NEPLAN_loadflow
(
reference_res_path
))
res_err
=
compare_timeseries
(
res_ref
,
res_mod
)
assert_modelia_results
(
net_name
,
res_err
)
assert_modelia_results
(
net_name
,
res_err
,
threshold
)
examples/assertresults/assertresults.py
View file @
32f81d3d
...
...
@@ -5,29 +5,11 @@ import sys
sys
.
path
.
append
(
r
".\data-processing\dataprocessing"
)
sys
.
path
.
append
(
r
".\python-for-modelica-dev_interface\Py4Mod\py4mod"
)
from
ModelicaModel
import
ModelicaModel
from
validationtools
import
*
from
readtools
import
*
os
.
chdir
(
r
"D:\HIWI\Git"
)
def
simulate_modelica
(
model_name
,
model_path
):
interface
=
ModelicaModel
(
model_name
,
model_path
)
#from ModelicaModel import ModelicaModel
# Initialization
interface
.
createInterface
(
"OPENMODELICA"
)
interface
.
loadFile
(
model_path
+
'\ModPowerSystems\package.mo'
)
# Redirection
cwd
=
os
.
getcwd
()
wd
=
os
.
path
.
join
(
cwd
,
'test'
)
if
not
os
.
path
.
exists
(
wd
):
os
.
makedirs
(
wd
)
interface
.
changeWorkingDirectory
(
wd
.
replace
(
"
\\
"
,
"/"
))
# Build & Run
interface
.
buildModel
()
interface
.
simulate
()
os
.
chdir
(
r
"D:\HIWI\Git"
)
print
(
"Test Start"
)
...
...
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