def test_std_dev_compare(self):
ldcpy.plot(
ds,
'TS',
set1='orig',
set2='recon',
metric='std',
color='cmo.thermal',
plot_type='spatial_comparison',
)
self.assertTrue(True)
def test_prob_neg_compare(self):
ldcpy.plot(
ds2,
'PRECT',
set1='orig',
set2='recon',
metric='prob_negative',
color='binary',
plot_type='spatial_comparison',
)
self.assertTrue(True is True)
def test_log_odds_positive_compare(self):
ldcpy.plot(
ds2,
'PRECT',
set1='orig',
set2='recon',
metric='odds_positive',
metric_type='ratio',
transform='log',
color='cmo.thermal',
)
self.assertTrue(True is True)
def test_mean_diff_standardized(self):
with pytest.raises(ValueError):
ldcpy.plot(
ds,
'TS',
set1='orig',
set2='recon',
metric='mean',
metric_type='diff',
standardized_err=True,
)
self.assertTrue(True)
def test_prob_negative_log_compare(self):
ldcpy.plot(
ds,
'TS',
set1='orig',
set2='recon',
metric='prob_negative',
color='coolwarm',
transform='log',
plot_type='spatial_comparison',
)
self.assertTrue(True is True)
def test_mean_abs_diff_time_series(self):
ldcpy.plot(
ds,
'TS',
set1='orig',
set2='recon',
group_by='time.dayofyear',
metric='mean_abs',
metric_type='diff',
plot_type='time_series',
)
self.assertTrue(True is True)
def test_winter_histogram(self):
ldcpy.plot(
ds2,
'PRECT',
set1='orig',
set2='recon',
metric='mean',
metric_type='diff',
subset='winter',
plot_type='histogram',
group_by='time.dayofyear',
)
self.assertTrue(True is True)
def test_periodogram_grouped(self):
ldcpy.plot(
ds2,
'PRECT',
set1='orig',
set2='recon',
metric='mean',
metric_type='raw',
plot_type='periodogram',
standardized_err=False,
group_by='time.dayofyear',
)
self.assertTrue(True is True)
def test_mean_diff_time_series_subset(self):
ldcpy.plot(
ds2,
'PRECT',
set1='recon',
set2='orig',
metric_type='diff',
metric='mean',
plot_type='time_series',
subset='first50',
lat=44.56,
lon=-123.26,
)
self.assertTrue(True)
def test_subset_lat_lon_ratio_time_series(self):
ldcpy.plot(
ds2,
'PRECT',
set1='orig',
metric='mean',
set2='recon',
metric_type='ratio',
group_by=None,
subset='first50',
lat=44.76,
lon=-93.75,
plot_type='time_series',
)
self.assertTrue(True is True)
def test_std_by_month(self):
ldcpy.plot(
ds, 'TS', set1='orig', metric='std', plot_type='time_series', group_by='time.month'
)
self.assertTrue(True)
def test_mean_diff(self):
ldcpy.plot(ds, 'TS', set1='orig', set2='recon', metric='mean', metric_type='diff')
self.assertTrue(True)
def test_mean_compare(self):
ldcpy.plot(
ds, 'TS', set1='orig', metric='mean', set2='recon', plot_type='spatial_comparison',
)
self.assertTrue(True)
def test_prob_neg(self):
ldcpy.plot(ds2, 'PRECT', set1='orig', set2='recon', metric='prob_negative')
self.assertTrue(True)
def test_mean_time_series(self):
ldcpy.plot(ds, 'TS', set1='orig', metric='mean', plot_type='time_series')
self.assertTrue(True)
def test_mean_start_end(self):
ldcpy.plot(ds, 'TS', set1='orig', metric='mean', start=0, end=8, plot_type='time_series')
self.assertTrue(True)
def test_mean_3d(self):
ldcpy.plot(ds3, 'T', set1='orig', metric='mean', lev=29)
self.assertTrue(True)
def test_zscore_plot(self):
ldcpy.plot(
ds, 'TS', set1='orig', set2='recon', metric_type='metric_of_diff', metric='zscore',
)
self.assertTrue(True is True)
def test_time_series_single_point_3d_data(self):
ldcpy.plot(
ds3, 'T', set1='orig', metric='mean', plot_type='time_series', group_by='time.day',
)
self.assertTrue(True is True)