def test_Heidrun(self):
sum = EclSum( self.createTestPath("Statoil/ECLIPSE/Heidrun/Summary/FF12_2013B3_CLEAN_RS"))
self.assertEqual( 452 , len(sum))
self.assertFloatEqual( 1.8533144e+8 , sum.get_last_value("FOPT"))
trange = sum.timeRange( start = datetime.date( 2015 , 1 , 1), interval = "1M")
self.assertTrue( trange[0] == datetime.date( 2016 , 2 , 1 ))
for t in trange:
sum.get_interp( "FOPT" , date = t )
def test_resample_extrapolate(self):
"""
Test resampling of summary with extrapolate option of lower and upper boundaries enabled
"""
from ecl.util.util import TimeVector, CTime
time_points = TimeVector()
path = os.path.join(self.TESTDATA_ROOT,
"local/ECLIPSE/cp_simple3/SIMPLE_SUMMARY3")
ecl_sum = EclSum(path, lazy_load=True)
start_time = ecl_sum.get_data_start_time() - datetime.timedelta(
seconds=86400)
end_time = ecl_sum.get_end_time() + datetime.timedelta(seconds=86400)
delta = end_time - start_time
N = 25
time_points.initRange(CTime(start_time), CTime(end_time),
CTime(int(delta.total_seconds() / (N - 1))))
time_points.append(CTime(end_time))
resampled = ecl_sum.resample("OUTPUT_CASE",
time_points,
lower_extrapolation=True,
upper_extrapolation=True)
for key in ecl_sum.keys():
self.assertIn(key, resampled)
self.assertEqual(
ecl_sum.get_data_start_time() - datetime.timedelta(seconds=86400),
resampled.get_data_start_time())
key_not_rate = "FOPT"
for time_index, t in enumerate(time_points):
if t < ecl_sum.get_data_start_time():
self.assertFloatEqual(resampled.iget(key_not_rate, time_index),
ecl_sum._get_first_value(key_not_rate))
elif t > ecl_sum.get_end_time():
self.assertFloatEqual(resampled.iget(key_not_rate, time_index),
ecl_sum.get_last_value(key_not_rate))
else:
self.assertFloatEqual(
resampled.iget(key_not_rate, time_index),
ecl_sum.get_interp_direct(key_not_rate, t))
key_rate = "FOPR"
for time_index, t in enumerate(time_points):
if t < ecl_sum.get_data_start_time():
self.assertFloatEqual(resampled.iget(key_rate, time_index), 0)
elif t > ecl_sum.get_end_time():
self.assertFloatEqual(resampled.iget(key_rate, time_index), 0)
else:
self.assertFloatEqual(resampled.iget(key_rate, time_index),
ecl_sum.get_interp_direct(key_rate, t))
def test_Heidrun(self):
sum = EclSum(
self.createTestPath(
"Statoil/ECLIPSE/Heidrun/Summary/FF12_2013B3_CLEAN_RS"))
self.assertEqual(452, len(sum))
self.assertFloatEqual(1.8533144e+8, sum.get_last_value("FOPT"))
trange = sum.timeRange(start=datetime.date(2015, 1, 1), interval="1M")
self.assertTrue(trange[0] == datetime.date(2016, 2, 1))
for t in trange:
sum.get_interp("FOPT", date=t)
class SumTest(EclTest):
def setUp(self):
self.case = self.createTestPath(case)
self.ecl_sum = EclSum(self.case)
self.assertIsInstance(self.ecl_sum, EclSum)
def test_load(self):
self.assertIsNotNone(self.ecl_sum, "Load failed")
def test_invalid(self):
with self.assertRaises(IOError):
sum = EclSum("Does/not/exist")
def test_KeyError(self):
sum = self.ecl_sum
with self.assertRaises(KeyError):
v = sum["KeyMissing"]
with self.assertRaises(KeyError):
v = sum.get_interp("Missing" , days = 750)
with self.assertRaises(KeyError):
v = sum.get_interp_vector("Missing" , days_list = [750])
def test_contains(self):
self.assertTrue( "FOPT" in self.ecl_sum)
self.assertFalse( "MISSING" in self.ecl_sum )
def test_interp(self):
sum = self.ecl_sum
self.assertAlmostEqual(sum.get_interp("WWCT:OP_3", days=750), 0.11719122)
self.assertAlmostEqual(sum.get_interp("WWCT:OP_3", date=datetime.date(2004, 1, 1)), 0.603358387947)
v = sum.get_interp_vector("WOPT:OP_1", days_list=[100, 200, 400])
self.assertAlmostEqualList([805817.11875, 1614955.34677419, 3289267.67857143 ], v)
v = sum.get_interp_vector("WGPT:OP_2", date_list=[datetime.date(2002, 1, 1), datetime.date(2003, 1, 1), datetime.date(2004, 1, 1)])
self.assertAlmostEqualList(v, [8.20773632e+08, 9.68444032e+08, 1.02515213e+09])
self.assertEqual(sum.get_interp("FOPT" , days = 0) , 0)
self.assertEqual(sum.get_interp("WOPR:OP_1" , days = 0) , 0)
self.assertEqual(sum.get_interp("WOPR:OP_1" , date=datetime.date(2000,1,1)) , 0)
self.assertEqual(sum.get_interp("WOPR:OP_1" , days = 31) , 7996)
self.assertEqual(sum.get_interp("WOPR:OP_1" , date=datetime.date(2000,2,1)) , 7996)
FPR = sum["FPR"]
self.assertFloatEqual(sum.get_interp("FPR" , days = 0) , FPR[0].value)
self.assertFloatEqual(sum.get_interp("FPR" , days = 31) , FPR[1].value)
with self.assertRaises(ValueError):
sum.get_interp("WOPR:OP_1")
with self.assertRaises(ValueError):
sum.get_interp("WOPR:OP_1" , days=10 , date = datetime.date(2000,1,1))
def test_LLINEAR(self):
sum = EclSum( self.createTestPath("Statoil/ECLIPSE/Heidrun/LGRISSUE/EM-LTAA-ISEG_CARFIN_NWPROPS"))
self.assertTrue( sum.has_key("LLINEARS") )
def test_wells(self):
wells = self.ecl_sum.wells()
wells.sort()
self.assertListEqual([well for well in wells], ["OP_1", "OP_2", "OP_3", "OP_4", "OP_5", "WI_1", "WI_2", "WI_3"])
wells = self.ecl_sum.wells(pattern="*_3")
wells.sort()
self.assertListEqual([well for well in wells], ["OP_3", "WI_3"])
groups = self.ecl_sum.groups()
groups.sort()
self.assertListEqual([group for group in groups], ['GMWIN', 'OP', 'WI'])
def test_last( self ):
last = self.ecl_sum.get_last("FOPT")
self.assertFloatEqual(last.value, 38006336.0)
self.assertFloatEqual(last.days, 1826.0)
self.assertEqual(last.date, datetime.datetime(2004, 12, 31, 0, 0, 0))
self.assertFloatEqual(self.ecl_sum.get_last_value("FGPT"), 6605249024.0)
self.assertEqual( len(self.ecl_sum) , 63 )
def test_dates( self ):
sum = self.ecl_sum
d = sum.dates
self.assertEqual(d[0], datetime.datetime(2000, 1, 1, 0, 0, 0))
self.assertEqual(d[62], datetime.datetime(2004, 12, 31, 0, 0, 0))
self.assertEqual(len(d), 63)
self.assertEqual(d[25], datetime.datetime(2001, 12, 1, 0, 0, 0))
self.assertEqual(sum.iget_date(25), datetime.datetime(2001, 12, 1, 0, 0, 0))
mpl_dates = sum.mpl_dates
self.assertAlmostEqual(mpl_dates[25], 730820)
days = sum.days
self.assertAlmostEqual(days[50], 1461)
self.assertEqual(sum.start_time, datetime.datetime(2000, 1, 1, 0, 0, 0))
self.assertEqual(sum.end_time, datetime.datetime(2004, 12, 31, 0, 0, 0))
self.assertTrue(sum.check_sim_time(datetime.datetime(2004, 12, 31, 0, 0, 0)))
self.assertEqual(sum.end_date , datetime.date(2004, 12, 31))
def test_dates2( self ):
sum = EclSum(self.createTestPath("Statoil/ECLIPSE/FF12/FF12_2013B3_AMAP2"))
self.assertEqual(sum.end_date , datetime.date(2045, 1, 1))
def test_keys(self):
sum = self.ecl_sum
self.assertRaises(KeyError, sum.__getitem__, "BJARNE")
v = sum["FOPT"]
self.assertEqual(len(v), 63)
def test_index(self):
sum = self.ecl_sum
index = sum.get_key_index("TCPUDAY")
self.assertEqual(index, 10239)
def test_report(self):
sum = self.ecl_sum
self.assertEqual(sum.get_report(date=datetime.date(2000, 10, 1)), 10)
self.assertEqual(sum.get_report(date=datetime.date(2000, 10, 3)), -1)
self.assertEqual(sum.get_report(date=datetime.date(1980, 10, 3)), -1)
self.assertEqual(sum.get_report(date=datetime.date(2012, 10, 3)), -1)
self.assertEqual(sum.get_report(days=91), 3)
self.assertEqual(sum.get_report(days=92), -1)
self.assertAlmostEqual(sum.get_interp("FOPT", days=91), sum.get_from_report("FOPT", 3))
self.assertEqual(sum.first_report, 1)
self.assertEqual(sum.last_report, 62)
self.assertEqual(sum.get_report_time(10), datetime.date(2000, 10, 1))
self.assertFloatEqual(sum.get_from_report("FOPT", 10), 6.67447e+06)
@skipIf(EclTest.slowTestShouldNotRun(), "Slow test skipped")
def test_fwrite(self):
# todo: What is tested here?
# work_area = TestArea("python/sum-test/fwrite", True)
with TestAreaContext("python/sum-test/fwrite") as work_area:
self.ecl_sum.fwrite(ecl_case="CASE")
self.assertTrue(True)
def test_block(self):
sum = self.ecl_sum
index_ijk = sum.get_key_index("BPR:15,28,1")
index_num = sum.get_key_index("BPR:1095")
self.assertEqual(index_ijk, index_num)
def test_restart(self):
hist = EclSum(self.createTestPath("Statoil/ECLIPSE/sum-restart/history/T07-4A-W2011-18-P1"))
base = EclSum(self.createTestPath("Statoil/ECLIPSE/sum-restart/prediction/BASECASE"))
pred = EclSum(self.createTestPath("Statoil/ECLIPSE/sum-restart/prediction/BASECASE"), include_restart=False)
self.assertIsNotNone(hist)
self.assertIsNotNone(base)
self.assertIsNotNone(pred)
def test_case1(self ):
self.assertTrue(self.ecl_sum.path == self.createTestPath(path))
self.assertTrue(self.ecl_sum.base == base)
self.assertTrue(self.ecl_sum.case == self.createTestPath(case))
self.assertTrue(self.ecl_sum.abs_path == self.createTestPath(path))
def test_case2( self ):
cwd = os.getcwd()
os.chdir(self.createTestPath(path))
sum = EclSum(base)
self.assertIsNone(sum.path)
self.assertTrue(sum.base == base)
self.assertTrue(sum.case == base)
self.assertTrue(sum.abs_path == self.createTestPath(path))
os.chdir(cwd)
def test_var_properties( self ):
sum = self.ecl_sum
self.assertRaises(KeyError, sum.smspec_node, "BJARNE")
node = sum.smspec_node("FOPT")
self.assertTrue(node.isTotal())
self.assertFalse(node.isHistorical())
node = sum.smspec_node("FOPR")
self.assertFalse(node.isTotal())
self.assertFalse(node.isHistorical())
self.assertTrue(node.keyword == "FOPR")
node = sum.smspec_node("FOPRH")
self.assertFalse(node.isTotal())
self.assertTrue(node.isHistorical())
self.assertTrue(node.isRate())
self.assertTrue(node.keyword == "FOPRH")
node = sum.smspec_node("WOPR:OP_1")
self.assertFalse(node.isTotal())
self.assertTrue(node.isRate())
self.assertTrue(node.keyword == "WOPR")
node = sum.smspec_node("WOPT:OP_1")
self.assertTrue(node.isTotal())
self.assertFalse(node.isRate())
self.assertTrue(node.unit == "SM3")
self.assertTrue(node.wgname == "OP_1")
self.assertTrue(node.keyword == "WOPT")
self.assertTrue(sum.unit("FOPR") == "SM3/DAY")
node = sum.smspec_node("FOPTH")
self.assertTrue(node.isTotal())
self.assertFalse(node.isRate())
self.assertIsNone(node.wgname)
node = sum.smspec_node("BPR:1095")
self.assertEqual(node.num, 1095)
def test_stringlist_gc(self):
sum = EclSum(self.case)
wells = sum.wells()
well1 = wells[0]
del wells
self.assertTrue(well1 == "OP_1")
def test_stringlist_reference(self):
sum = EclSum(self.case)
wells = sum.wells()
self.assertListEqual([well for well in wells], ['OP_1', 'OP_2', 'OP_3', 'OP_4', 'OP_5', 'WI_1', 'WI_2', 'WI_3'])
self.assertIsInstance(wells, StringList)
def test_stringlist_setitem(self):
sum = EclSum(self.case)
wells = sum.wells()
wells[0] = "Bjarne"
well0 = wells[0]
self.assertTrue(well0 == "Bjarne")
self.assertTrue(wells[0] == "Bjarne")
wells[0] = "XXX"
self.assertTrue(well0 == "Bjarne")
self.assertTrue(wells[0] == "XXX")
def test_segment(self):
sum = EclSum(self.createTestPath("Statoil/ECLIPSE/Oseberg/F8MLT/F8MLT-F4"))
segment_vars = sum.keys("SOFR:F-8:*")
self.assertIn("SOFR:F-8:1", segment_vars)
for var in segment_vars:
tmp = var.split(":")
nr = int(tmp[2])
self.assertTrue(nr >= 0)
def test_return_types(self):
self.assertIsInstance(self.ecl_sum.alloc_time_vector(True), TimeVector)
key_index = self.ecl_sum.get_general_var_index("FOPT")
self.assertIsInstance(self.ecl_sum.alloc_data_vector(key_index, True), DoubleVector)
def test_timeRange(self):
sum = EclSum(self.case)
with self.assertRaises(TypeError):
trange = sum.timeRange(interval = "1")
trange = sum.timeRange(interval = "1X")
trange = sum.timeRange(interval = "YY")
trange = sum.timeRange(interval = "MY")
with self.assertRaises(ValueError):
trange = sum.timeRange( start = datetime.datetime(2000,1,1) , end = datetime.datetime(1999,1,1) )
sim_start = datetime.datetime(2000, 1, 1, 0, 0, 0)
sim_end = datetime.datetime(2004, 12, 31, 0, 0, 0)
trange = sum.timeRange( interval = "1Y")
self.assertTrue( trange[0] == datetime.date( 2000 , 1 , 1 ))
self.assertTrue( trange[1] == datetime.date( 2001 , 1 , 1 ))
self.assertTrue( trange[2] == datetime.date( 2002 , 1 , 1 ))
self.assertTrue( trange[3] == datetime.date( 2003 , 1 , 1 ))
self.assertTrue( trange[4] == datetime.date( 2004 , 1 , 1 ))
self.assertTrue( trange[5] == datetime.date( 2005 , 1 , 1 ))
trange = sum.timeRange( interval = "1M")
self.assertTrue( trange[0] == datetime.date( 2000 , 1 , 1 ))
self.assertTrue( trange[-1] == datetime.date( 2005 , 1 , 1 ))
trange = sum.timeRange( start = datetime.date( 2002 , 1 , 15), interval = "1M")
self.assertTrue( trange[0] == datetime.date( 2002 , 1 , 1 ))
self.assertTrue( trange[-1] == datetime.date( 2005 , 1 , 1 ))
trange = sum.timeRange( start = datetime.date( 2002 , 1 , 15) , end = datetime.date( 2003 , 1 , 15), interval = "1M")
self.assertTrue( trange[0] == datetime.date( 2002 , 1 , 1 ))
self.assertTrue( trange[-1] == datetime.date( 2003 , 2 , 1 ))
trange = sum.timeRange( start = datetime.date( 2002 , 1 , 15) , end = datetime.datetime( 2003 , 1 , 15,0,0,0), interval = "1M")
self.assertTrue( trange[0] == datetime.date( 2002 , 1 , 1 ))
self.assertTrue( trange[-1] == datetime.date( 2003 , 2 , 1 ))
# Loading this dataset is a test of loading a case where one report step is missing.
def test_Heidrun(self):
sum = EclSum( self.createTestPath("Statoil/ECLIPSE/Heidrun/Summary/FF12_2013B3_CLEAN_RS"))
self.assertEqual( 452 , len(sum))
self.assertFloatEqual( 1.8533144e+8 , sum.get_last_value("FOPT"))
trange = sum.timeRange( start = datetime.date( 2015 , 1 , 1), interval = "1M")
self.assertTrue( trange[0] == datetime.date( 2016 , 2 , 1 ))
for t in trange:
sum.get_interp( "FOPT" , date = t )
def test_regularProduction(self):
sum = EclSum(self.case)
with self.assertRaises(TypeError):
trange = TimeVector.createRegular( sum.start_time , sum.end_time , "1M" )
prod = sum.blockedProduction("FOPR" , trange)
with self.assertRaises(KeyError):
trange = TimeVector.createRegular( sum.start_time , sum.end_time , "1M" )
prod = sum.blockedProduction("NoNotThis" , trange)
trange = sum.timeRange(interval = "2Y")
self.assertTrue( trange[0] == datetime.date( 2000 , 1 , 1 ))
self.assertTrue( trange[-1] == datetime.date( 2006 , 1 , 1 ))
trange = sum.timeRange(interval = "5Y")
self.assertTrue( trange[0] == datetime.date( 2000 , 1 , 1 ))
self.assertTrue( trange[-1] == datetime.date( 2005 , 1 , 1 ))
trange = sum.timeRange(interval = "6M")
wprod1 = sum.blockedProduction("WOPT:OP_1" , trange)
wprod2 = sum.blockedProduction("WOPT:OP_2" , trange)
wprod3 = sum.blockedProduction("WOPT:OP_3" , trange)
wprod4 = sum.blockedProduction("WOPT:OP_4" , trange)
wprod5 = sum.blockedProduction("WOPT:OP_5" , trange)
fprod = sum.blockedProduction("FOPT" , trange)
gprod = sum.blockedProduction("GOPT:OP" , trange)
wprod = wprod1 + wprod2 + wprod3 + wprod4 + wprod5
for (w,f,g) in zip(wprod, fprod,gprod):
self.assertFloatEqual( w , f )
self.assertFloatEqual( w , g )
def test_writer(self):
writer = EclSum.writer("CASE" , datetime.date( 2000 , 1 , 1) , 10 , 10 , 5)
self.assertIsInstance(self.ecl_sum, EclSum)
writer.addVariable( "FOPT" )
self.assertTrue( writer.has_key( "FOPT" ))
writer.addTStep( 1 , 100 )
def test_aquifer(self):
case = EclSum( self.createTestPath( "Statoil/ECLIPSE/Aquifer/06_PRESSURE_R009-0"))
self.assertTrue( "AAQR:2" in case )
def test_restart_mapping(self):
history = EclSum( self.createTestPath( "Statoil/ECLIPSE/SummaryRestart/iter-1/NOR-2013A_R007-0") )
total = EclSum( self.createTestPath( "Statoil/ECLIPSE/SummaryRestart/Prediction/NOR-2013A_R007_PRED-0") , include_restart = True)
history_dates = history.get_dates( )
total_dates = total.get_dates( )
for i in range(len(history_dates)):
self.assertEqual( history_dates[i] , total_dates[i] )
keys = history.keys( pattern = "W*")
for key in keys:
if key in total:
self.assertEqual( history.iget( key , 5 ) , total.iget( key , 5 ))
self.assertFalse( "WGPR:NOT_21_D" in history )
self.assertTrue( "WGPR:NOT_21_D" in total )
self.assertEqual( total.iget( "WGPR:NOT_21_D", 5) , 0) # Default value
def test_write(self):
with TestAreaContext("my_space") as area:
intersect_summary = EclSum( self.createTestPath( "Statoil/ECLIPSE/SummaryRestart/iter-1/NOR-2013A_R007-0") )
self.assertIsNotNone(intersect_summary)
write_location = os.path.join(os.getcwd(), "CASE")
intersect_summary.fwrite(ecl_case=write_location)
reloaded_summary = EclSum(write_location)
self.assertEqual(intersect_summary.keys(), reloaded_summary.keys())
def test_ix_case(self):
intersect_summary = EclSum(self.createTestPath("Statoil/ECLIPSE/ix/summary/CREATE_REGION_AROUND_WELL"))
self.assertIsNotNone(intersect_summary)
self.assertTrue(
"HWELL_PROD" in
[intersect_summary.smspec_node(key).wgname for key in intersect_summary.keys()]
)
eclipse_summary = EclSum(self.createTestPath("Statoil/ECLIPSE/ix/summary/ECL100/E100_CREATE_REGION_AROUND_WELL"))
self.assertIsNotNone(eclipse_summary)
hwell_padder = lambda key : key if key.split(":")[-1] != "HWELL_PR" else key + "OD"
self.assertEqual(
intersect_summary.keys("WWCT*"),
list(map(hwell_padder, eclipse_summary.keys("WWCT*")))
)
def test_ix_write(self):
for data_set in [
"Statoil/ECLIPSE/ix/summary/CREATE_REGION_AROUND_WELL",
"Statoil/ECLIPSE/ix/troll/IX_NOPH3_R04_75X75X1_GRID2.SMSPEC"
]:
with TestAreaContext("my_space" + data_set.split("/")[-1]) as area:
intersect_summary = EclSum(self.createTestPath(data_set))
self.assertIsNotNone(intersect_summary)
write_location = os.path.join(os.getcwd(), "CASE")
intersect_summary.fwrite(ecl_case=write_location)
reloaded_summary = EclSum(write_location)
self.assertEqual(
list(intersect_summary.keys()),
list(reloaded_summary.keys())
)
def test_ix_caseII(self):
troll_summary = EclSum( self.createTestPath("Statoil/ECLIPSE/ix/troll/IX_NOPH3_R04_75X75X1_GRID2.SMSPEC"))
self.assertIsNotNone(troll_summary)
self.assertTrue("WMCTL:Q21BH1" in list(troll_summary.keys()))
def test_resample(self):
time_points = TimeVector()
start_time = self.ecl_sum.get_data_start_time()
end_time = self.ecl_sum.get_end_time()
delta = end_time - start_time
N = 25
time_points.initRange( CTime(start_time),
CTime(end_time),
CTime(int(delta.total_seconds()/(N - 1))))
time_points.append(CTime(end_time))
resampled = self.ecl_sum.resample( "OUTPUT_CASE", time_points )
for key in self.ecl_sum.keys():
self.assertIn( key, resampled )
self.assertEqual(self.ecl_sum.get_data_start_time(), resampled.get_data_start_time())
delta = self.ecl_sum.get_end_time() - resampled.get_end_time()
self.assertTrue( delta.total_seconds() <= 1 )
keys = ["FOPT", "FOPR", "BPR:15,28,1", "WGOR:OP_1"]
for key in keys:
for time_index,t in enumerate(time_points):
self.assertFloatEqual(resampled.iget( key, time_index), self.ecl_sum.get_interp_direct( key, t))
def test_summary_units(self):
self.assertEqual(self.ecl_sum.unit_system, EclUnitTypeEnum.ECL_METRIC_UNITS)