def test_categorical_plot(self):
'''
Test the capability of plotting a categorical variable
'''
output_file = os.path.join(self.out_dir, 'drill_plot2.png')
try:
_ = gs.drill_plot(self.data['Elevation'],
self.data['Lithofacies'],
output_file=output_file)
except Exception as ex:
self.fail(
'Unable to test the drill_plot for a categorical variable\n{}'.
format(str(ex)))
self.assertEqual(os.path.isfile(output_file), True)
def test_continuous_plot(self):
'''
Test the capability of plotting a continuous variable
'''
output_file = os.path.join(self.out_dir, 'drill_plot1.png')
try:
_ = gs.drill_plot(self.data['Elevation'],
self.data['Sw'],
grid=True,
output_file=output_file)
except Exception as ex:
self.fail(
'Unable to test the drill_plot for a continuous variable\n{}'.
format(str(ex)))
self.assertEqual(os.path.isfile(output_file), True)
def test_categorical_custom_plot(self):
'''
Test the capability of plotting a categorical variable with custom categorical dictionary
'''
output_file = os.path.join(self.out_dir, 'drill_plot3.png')
try:
cat_dict = {
1: {
'name': 'Sand',
'color': 'gold'
},
3: {
'name': 'SHIS',
'color': 'orange'
},
4: {
'name': 'MHIS',
'color': 'green'
},
5: {
'name': 'MUD',
'color': 'gray'
}
}
_ = gs.drill_plot(self.data['Elevation'],
self.data['Lithofacies'],
categorical_dictionary=cat_dict,
output_file=output_file)
except Exception as ex:
self.fail(
'Unable to test the drill_plot for a categorical variable with custom categorical dictionary\n{}'
.format(str(ex)))
self.assertEqual(os.path.isfile(output_file), True)
import pygeostat as gs
dat = gs.ExampleData('point3d_ind_mv')
data = dat.data[dat.data['HoleID'] == 3]
gs.drill_plot(data['Elevation'], data['Lithofacies'])
import pygeostat as gs
dat = gs.ExampleData('point3d_ind_mv')
data = dat.data[dat.data['HoleID'] == 3]
gs.drill_plot(data['Elevation'], data['Sw'], grid=True)
import pygeostat as gs
dat = gs.ExampleData('point3d_ind_mv')
data = dat.data[dat.data['HoleID'] == 3]
cat_dict = {
1: {
'name': 'Sand',
'color': 'gold'
},
3: {
'name': 'SHIS',
'color': 'orange'
},
4: {
'name': 'MHIS',
'color': 'green'
},
5: {
'name': 'MUD',
'color': 'gray'
}
}
gs.drill_plot(data['Elevation'],
data['Lithofacies'],
categorical_dictionary=cat_dict)
