/
test_decoders_simple_csv.py
216 lines (199 loc) · 3.99 KB
/
test_decoders_simple_csv.py
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from easyvvuq.decoders.simple_csv import SimpleCSV
import os
import numpy as np
import pytest
TEST_MV_DATA = {
'timestep': [
1.0,
2.0,
3.0,
4.0,
5.0,
6.0,
7.0,
8.0,
9.0,
10.0,
11.0,
12.0,
13.0,
14.0,
15.0,
16.0,
17.0,
18.0,
19.0,
20.0,
21.0,
22.0,
23.0,
24.0,
25.0,
26.0,
27.0,
28.0,
29.0,
30.0,
31.0,
32.0,
33.0,
34.0,
35.0,
36.0,
37.0,
38.0,
39.0,
40.0,
41.0,
42.0,
43.0,
44.0,
45.0,
46.0,
47.0,
48.0,
49.0,
50.0,
51.0],
'time': [
5e-07,
1e-06,
1.5e-06,
2e-06,
2.5e-06,
3e-06,
3.5e-06,
4e-06,
4.5e-06,
5e-06,
5.5e-06,
6e-06,
6.5e-06,
7e-06,
7.5e-06,
8e-06,
8.5e-06,
9e-06,
9.5e-06,
1e-05,
1.05e-05,
1.1e-05,
1.15e-05,
1.2e-05,
1.25e-05,
1.3e-05,
1.35e-05,
1.4e-05,
1.45e-05,
1.5e-05,
1.55e-05,
1.6e-05,
1.65e-05,
1.7e-05,
1.75e-05,
1.8e-05,
1.85e-05,
1.9e-05,
1.95e-05,
2e-05,
2.05e-05,
2.1e-05,
2.15e-05,
2.2e-05,
2.25e-05,
2.3e-05,
2.35e-05,
2.4e-05,
2.45e-05,
2.5e-05,
2.5e-05],
'resulting_force': [
154334.0,
258961.0,
261115.0,
341040.0,
379343.0,
436974.0,
494847.0,
580487.0,
669071.0,
760177.0,
885250.0,
1003870.0,
1121100.0,
1240490.0,
1351730.0,
1441980.0,
1514690.0,
1562410.0,
1581580.0,
1569400.0,
1527670.0,
1462240.0,
1378540.0,
1284030.0,
1182790.0,
1086710.0,
996340.0,
920193.0,
867072.0,
840048.0,
838119.0,
862059.0,
910291.0,
975073.0,
1053810.0,
1141210.0,
1226020.0,
1303890.0,
1359100.0,
1387040.0,
1386630.0,
1353730.0,
1296010.0,
1224370.0,
1143670.0,
1061790.0,
986885.0,
925497.0,
879544.0,
858313.0,
862543.0]}
@pytest.fixture
def decoder():
return SimpleCSV('test.csv', output_columns=['Step', 'Value'])
@pytest.fixture
def mv_data():
return SimpleCSV(
os.path.join('mv_data.csv'),
output_columns=[
'timestep',
'time',
'resulting_force'])
@pytest.fixture
def mv_data_fail():
return SimpleCSV(
os.path.join('mv_data.csv'),
output_columns=[
'timesteps'])
def test_wrong_column_exception(mv_data_fail):
with pytest.raises(RuntimeError):
mv_data_fail.parse_sim_output({'run_dir': 'tests/files'})
def test_simple_csv(decoder):
df = decoder.parse_sim_output({'run_dir': os.path.join('tests', 'simple_csv')})
assert (df['Step'][1] == 1)
assert (df['Value'][5] == 25.950662)
def test_init_exceptions():
with pytest.raises(RuntimeError):
SimpleCSV('test.csv', [])
def test_get_output_path(decoder):
assert (decoder._get_output_path(
{'run_dir': os.path.join('tests', 'simple_csv')}, 'test.csv') ==
os.path.join('tests', 'simple_csv', 'test.csv'))
with pytest.raises(RuntimeError):
decoder._get_output_path({'run_dir': os.path.join('simple_csv')}, 'test.csv')
def test_mv_data(mv_data):
data = mv_data.parse_sim_output({'run_dir': 'tests/files'})
assert (data == TEST_MV_DATA)
for key in data.keys():
assert (len(data[key]) == 51)