def test4_cdmsRegrid(self):
srcF = cdms2.open(cdat_info.get_prefix() + \
'/sample_data/so_Omon_ACCESS1-0_historical_r1i1p1_185001-185412_2timesteps.nc')
so = srcF('so')[0, 0, ...]
srcGridMask = numpy.array((so == so.missing_value), numpy.int32)
clt = cdms2.open(cdat_info.get_prefix() + '/sample_data/clt.nc')('clt')
# create regrid object
r = cdms2.CdmsRegrid(so.getGrid(),
clt.getGrid(),
dtype=so.dtype,
regridMethod='conserve',
regridTool='esmf',
srcGridMask=srcGridMask,
srcGridAreas=None,
dstGridMask=None,
dstGridAreas=None)
dstData = r(so)
# checks
if self.pe == 0:
dstDataMask = (dstData == so.missing_value)
print 'number of masked values = ', dstDataMask.sum()
self.assertTrue(str(type(dstData)), str(type(clt)))
dstData.mask = (dstData == so.missing_value)
dstDataMin = dstData.min()
dstDataMax = dstData.max()
zeroValCnt = (dstData == 0).sum()
print 'Number of zero valued cells', zeroValCnt
print 'min/max value of dstData: %f %f' % (dstDataMin, dstDataMax)
self.assertLess(dstDataMax, so.max())
def test4_cdmsRegrid(self):
srcF = cdms2.open(sys.prefix + \
'/sample_data/so_Omon_ACCESS1-0_historical_r1i1p1_185001-185412_2timesteps.nc')
so = srcF('so')[0, 0, ...]
clt = cdms2.open(sys.prefix + '/sample_data/clt.nc')('clt')
# create regrid object
r = cdms2.CdmsRegrid(so.getGrid(),
clt.getGrid(),
so.dtype,
regridMethod='linear',
regridTool='libcf',
srcGridMask=(so == so.missing_value),
srcGridAreas=None,
dstGridMask=None,
dstGridAreas=None,
mkCyclic=False,
handleCut=False)
dstData = r(so)
# checks
dstDataMask = (dstData == so.missing_value)
dstDataFltd = dstData * (1 - dstDataMask)
if so.missing_value > 0:
dstDataMin = dstData.min()
dstDataMax = dstDataFltd.max()
else:
dstDataMin = dstDataFltd.min()
dstDataMax = dstData.max()
print 'min/max value of dstData: %f %f' % (dstDataMin, dstDataMax)
self.assertGreater(dstDataMin, so.min())
self.assertLess(dstDataMax, so.max())
def test3_5x7_to_3x4(self):
# Test double grid resolution original grid resolution
# Just the corner is one valued
roESMP = cdms2.CdmsRegrid(self.fromGrid5x7, self.toGrid3x4,
dtype = self.data5x7.dtype,
srcMask = self.data5x7.mask,
periodicity = 0,
regridTool = 'ESMP', coordSys = 'carT')
ESMP3x4 = roESMP(self.data5x7)
self.assertEqual(self.data5x7[0,0], ESMP3x4[0,0])
self.assertEqual(0.,ESMP3x4[1,1])
def test2_3x4_to_5x7(self):
# Test NonPeriodic grid Returning double grid resolution
roESMP = cdms2.CdmsRegrid(self.fromGrid3x4, self.toGrid5x7,
dtype = self.data3x4.dtype,
srcMask = self.data3x4.mask,
periodicity = 0,
regridTool = 'ESMP', coordSys = 'cart')
ESMP5x7 = roESMP(self.data3x4)
self.assertEqual(self.data3x4[0,0], ESMP5x7[0,0])
self.assertEqual(0.25, ESMP5x7[1,1])
self.assertEqual(0.0, ESMP5x7[2,2])
def test1_3x4_to_3x4(self):
# Test non-periodic grid returning same grid
roESMP = cdms2.CdmsRegrid(self.fromGrid3x4, self.toGrid3x4,
dtype = self.data3x4.dtype,
srcGridMask = self.data3x4.mask,
regridTool = 'ESMP',
coordSys = 'CART')
ESMP3x4 = roESMP(self.data3x4)
self.assertEqual(self.data3x4[0,0], ESMP3x4[0,0])
self.assertEqual(1.0, ESMP3x4[0,0])
self.assertEqual(0.0, self.data3x4[1,1])
def test4_5x7_to_3x4_4Corner_Cells_equal_1(self):
# Test double grid resolution original grid resolution.
# Reset the data in 0:2, 0:2 to 1
self.data5x7[:2,:2] = 1
roESMP = cdms2.CdmsRegrid(self.fromGrid5x7, self.toGrid3x4,
dtype = self.data5x7.dtype,
srcMask = self.data5x7.mask,
periodicity = 0,
regridTool = 'ESMP')
ESMP3x4 = roESMP(self.data5x7)
self.assertEqual(self.data5x7[0,0], ESMP3x4[0,0])
self.assertEqual(self.data5x7[0,0], 1.0)
self.assertEqual(ESMP3x4[0,0] ,1.0)