diff --git a/experiment/meteo_france_data/scm_models_data/visualization/hypercube_visualization/altitude_hypercube_visualizer.py b/experiment/meteo_france_data/scm_models_data/visualization/hypercube_visualization/altitude_hypercube_visualizer.py
index 91f579f567ac0153d396203f04dbfb9f0c398bcf..8c1c41ae44eea0aff6a9c99abd78a40f44264702 100644
--- a/experiment/meteo_france_data/scm_models_data/visualization/hypercube_visualization/altitude_hypercube_visualizer.py
+++ b/experiment/meteo_france_data/scm_models_data/visualization/hypercube_visualization/altitude_hypercube_visualizer.py
@@ -94,12 +94,7 @@ class AltitudeHypercubeVisualizer(AbstractHypercubeVisualizer):
def visualize_trend_test_evolution(self, reduction_function, xlabel, xlabel_values, axes=None, marker='o',
subtitle='', isin_parameters=None,
- show_or_save_to_file=True,
plot_title=None):
- if axes is None:
- axes = self.load_trend_test_evolution_axes(self.nb_rows)
- else:
- assert len(axes) == self.nb_rows
# Plot in one graph several graph that correspond to the same trend_type
trend_type_to_series = self.trend_type_to_series(reduction_function, isin_parameters)
@@ -171,9 +166,6 @@ class AltitudeHypercubeVisualizer(AbstractHypercubeVisualizer):
# specific_title += 'all trend {}, all significative trends: {} (+:{} -{})'.format(*percents)
plt.suptitle(specific_title)
- if show_or_save_to_file:
- self.show_or_save_to_file(specific_title=specific_title)
-
return specific_title
def load_trend_test_evolution_axes(self, nb_rows):
@@ -191,11 +183,7 @@ class AltitudeHypercubeVisualizer(AbstractHypercubeVisualizer):
return axes
def visualize_trend_test_repartition(self, reduction_function, axes=None, subtitle='', isin_parameters=None,
- show_or_save_to_file=True, plot_title=None):
- if axes is None:
- axes = self.load_axes_for_trend_test_repartition(self.nb_rows)
- else:
- assert len(axes) == self.nb_rows
+ plot_title=None):
for i, axes_row in enumerate(axes):
trend_type_to_serie = {k: v[i].replace(0.0, np.nan) for k, v in
@@ -226,8 +214,6 @@ class AltitudeHypercubeVisualizer(AbstractHypercubeVisualizer):
title += '\n ' + self.get_title_plot('massifs')
plt.suptitle(title)
- if show_or_save_to_file:
- self.show_or_save_to_file(specific_title=title)
return title
def load_axes_for_trend_test_repartition(self, nb_rows):
@@ -251,6 +237,12 @@ class AltitudeHypercubeVisualizer(AbstractHypercubeVisualizer):
def visualize_year_trend_test(self, axes=None, marker='o', add_detailed_plots=False, plot_title=None,
isin_parameters=None,
show_or_save_to_file=True):
+ if axes is None:
+ axes = self.load_trend_test_evolution_axes(self.nb_rows)
+ else:
+ assert len(axes) == self.nb_rows
+
+ last_result = ''
for subtitle, reduction_function in self.subtitle_to_reduction_function(self.year_reduction,
add_detailed_plot=add_detailed_plots).items():
last_result = self.visualize_trend_test_evolution(reduction_function=reduction_function,
@@ -259,9 +251,10 @@ class AltitudeHypercubeVisualizer(AbstractHypercubeVisualizer):
marker=marker,
subtitle=subtitle,
isin_parameters=isin_parameters,
- show_or_save_to_file=show_or_save_to_file,
plot_title=plot_title
)
+ if show_or_save_to_file:
+ self.show_or_save_to_file(specific_title=last_result)
return last_result
@staticmethod
@@ -274,26 +267,41 @@ class AltitudeHypercubeVisualizer(AbstractHypercubeVisualizer):
def visualize_altitude_trend_test(self, axes=None, marker='o', add_detailed_plots=False, plot_title=None,
isin_parameters=None,
show_or_save_to_file=True):
+ if axes is None:
+ axes = self.load_trend_test_evolution_axes(self.nb_rows)
+ else:
+ assert len(axes) == self.nb_rows
+
+ last_title = ''
for subtitle, reduction_function in self.subtitle_to_reduction_function(self.index_reduction,
level=self.altitude_index_level,
add_detailed_plot=add_detailed_plots).items():
- last_result = self.visualize_trend_test_evolution(reduction_function=reduction_function,
- xlabel=ALTITUDES_XLABEL,
- xlabel_values=self.altitudes, axes=axes, marker=marker,
- subtitle=subtitle, isin_parameters=isin_parameters,
- show_or_save_to_file=show_or_save_to_file,
- plot_title=plot_title)
- return last_result
+ last_title = self.visualize_trend_test_evolution(reduction_function=reduction_function,
+ xlabel=ALTITUDES_XLABEL,
+ xlabel_values=self.altitudes, axes=axes, marker=marker,
+ subtitle=subtitle, isin_parameters=isin_parameters,
+ plot_title=plot_title)
+ if show_or_save_to_file:
+ self.show_or_save_to_file(specific_title=last_title)
+ return last_title
def visualize_massif_trend_test(self, axes=None, add_detailed_plots=False, plot_title=None,
isin_parameters=None,
show_or_save_to_file=True):
+
+ if axes is None:
+ axes = self.load_axes_for_trend_test_repartition(self.nb_rows)
+ else:
+ assert len(axes) == self.nb_rows
+
+ last_title = ''
for subtitle, reduction_function in self.subtitle_to_reduction_function(self.index_reduction,
level=self.massif_index_level,
add_detailed_plot=add_detailed_plots).items():
- last_result = self.visualize_trend_test_repartition(reduction_function, axes, subtitle=subtitle,
- isin_parameters=isin_parameters,
- plot_title=plot_title,
- show_or_save_to_file=show_or_save_to_file)
+ last_title = self.visualize_trend_test_repartition(reduction_function, axes, subtitle=subtitle,
+ isin_parameters=isin_parameters,
+ plot_title=plot_title)
+ if show_or_save_to_file:
+ self.show_or_save_to_file(specific_title=last_title)
- return last_result
+ return last_title
diff --git a/experiment/meteo_france_data/scm_models_data/visualization/hypercube_visualization/altitude_hypercube_visualizer_extended.py b/experiment/meteo_france_data/scm_models_data/visualization/hypercube_visualization/altitude_hypercube_visualizer_extended.py
index 16c7247c5b46cb7adc3619447bcf36fe3fb9d38c..c0382caf1e33b404c76efedd34bda4f89c9f8e7c 100644
--- a/experiment/meteo_france_data/scm_models_data/visualization/hypercube_visualization/altitude_hypercube_visualizer_extended.py
+++ b/experiment/meteo_france_data/scm_models_data/visualization/hypercube_visualization/altitude_hypercube_visualizer_extended.py
@@ -118,9 +118,6 @@ class AltitudeHypercubeVisualizerExtended(AltitudeHypercubeVisualizer):
add_detailed_plot=add_detailed_plot)
-
-
-
class AltitudeHypercubeVisualizerWithoutTrendExtended(AltitudeHypercubeVisualizerExtended,
AltitudeHypercubeVisualizerWithoutTrendType):
@@ -128,12 +125,12 @@ class AltitudeHypercubeVisualizerWithoutTrendExtended(AltitudeHypercubeVisualize
return self.isin_slicing(df=super().df_loglikelihood(), isin_parameters=isin_parameters)
-
# Extension
class AltitudeHypercubeVisualizerBisExtended(AltitudeHypercubeVisualizerExtended, AltitudeHypercubeVisualizerBis):
pass
+
class AltitudeYearHypercubeVisualizerExtended(AltitudeHypercubeVisualizerExtended, Altitude_Hypercube_Year_Visualizer):
pass
@@ -144,5 +141,6 @@ class QuantityHypercubeWithoutTrend(AltitudeHypercubeVisualizerWithoutTrendType,
pass
-class QuantityHypercubeWithoutTrendExtended(AltitudeHypercubeVisualizerWithoutTrendExtended, QuantityHypercubeWithoutTrend):
+class QuantityHypercubeWithoutTrendExtended(AltitudeHypercubeVisualizerWithoutTrendExtended,
+ QuantityHypercubeWithoutTrend):
pass
diff --git a/experiment/meteo_france_data/scm_models_data/visualization/hypercube_visualization/main_fast_hypercube.py b/experiment/meteo_france_data/scm_models_data/visualization/hypercube_visualization/main_fast_hypercube.py
index b91c497cb874a3d106cba1afe123f853d357a5e9..d93208c9b1e75385e0df22d4e5d3f4f15a360859 100644
--- a/experiment/meteo_france_data/scm_models_data/visualization/hypercube_visualization/main_fast_hypercube.py
+++ b/experiment/meteo_france_data/scm_models_data/visualization/hypercube_visualization/main_fast_hypercube.py
@@ -4,7 +4,7 @@ from experiment.meteo_france_data.scm_models_data.visualization.hypercube_visual
AltitudeHypercubeVisualizer
from experiment.meteo_france_data.scm_models_data.visualization.hypercube_visualization.altitude_hypercube_visualizer_extended import \
AltitudeHypercubeVisualizerBisExtended, QuantityHypercubeWithoutTrendExtended, \
- AltitudeHypercubeVisualizerWithoutTrendExtended
+ AltitudeHypercubeVisualizerWithoutTrendExtended, QuantityHypercubeWithoutTrend
from experiment.meteo_france_data.scm_models_data.visualization.hypercube_visualization.quantity_altitude_visualizer import \
QuantityAltitudeHypercubeVisualizer
from experiment.meteo_france_data.scm_models_data.visualization.hypercube_visualization.utils_hypercube import \
@@ -42,8 +42,10 @@ def get_fast_quantity_visualizer(quantity_hypercube_class):
def main_mean_log_likelihood():
- get_fast_quantity_visualizer(QuantityHypercubeWithoutTrendExtended).vsualize_year_trend_by_regions_and_altitudes(
- add_detailed_plot=True)
+ # Simply the main graph
+ get_fast_quantity_visualizer(QuantityHypercubeWithoutTrend).visualize_year_trend_test(add_detailed_plots=True)
+ # get_fast_quantity_visualizer(QuantityHypercubeWithoutTrendExtended).vsualize_year_trend_by_regions_and_altitudes(
+ # add_detailed_plot=True)
# get_fast_altitude_visualizer(AltitudeHypercubeVisualizerWithoutTrendExtended).vsualize_year_trend_by_regions_and_altitudes()
diff --git a/experiment/meteo_france_data/scm_models_data/visualization/hypercube_visualization/main_full_hypercube.py b/experiment/meteo_france_data/scm_models_data/visualization/hypercube_visualization/main_full_hypercube.py
index 00684f7f6ba2fc0a2dd1495ac52552b1668bc95f..88160f9ef5e88558dfc5375129929eafe3900935 100644
--- a/experiment/meteo_france_data/scm_models_data/visualization/hypercube_visualization/main_full_hypercube.py
+++ b/experiment/meteo_france_data/scm_models_data/visualization/hypercube_visualization/main_full_hypercube.py
@@ -4,7 +4,7 @@ from experiment.meteo_france_data.scm_models_data.visualization.hypercube_visual
AltitudeHypercubeVisualizer
from experiment.meteo_france_data.scm_models_data.visualization.hypercube_visualization.altitude_hypercube_visualizer_extended import \
AltitudeHypercubeVisualizerBisExtended, QuantityHypercubeWithoutTrendExtended, \
- AltitudeHypercubeVisualizerWithoutTrendExtended
+ AltitudeHypercubeVisualizerWithoutTrendExtended, QuantityHypercubeWithoutTrend
from experiment.meteo_france_data.scm_models_data.visualization.hypercube_visualization.quantity_altitude_visualizer import \
QuantityAltitudeHypercubeVisualizer
from experiment.meteo_france_data.scm_models_data.visualization.hypercube_visualization.utils_hypercube import \
@@ -24,9 +24,8 @@ def get_full_parameters():
return altitudes, last_starting_year, nb_data_reduced_for_speed, only_first_one, save_to_file, trend_test_class
-def get_full_altitude_visualizer(altitude_hypercube_class, exact_starting_year=None):
+def get_full_altitude_visualizer(altitude_hypercube_class, study_classes, exact_starting_year=None):
altitudes, last_starting_year, nb_data_reduced_for_speed, only_first_one, save_to_file, trend_test_class = get_full_parameters()
- study_classes = SCM_STUDIES[:1]
if exact_starting_year is not None:
last_starting_year = None
visualizer = load_altitude_visualizer(altitude_hypercube_class, altitudes, last_starting_year,
@@ -45,21 +44,28 @@ def get_full_quantity_visualizer(quantity_hypercube_class):
def main_mean_log_likelihood():
- get_full_quantity_visualizer(QuantityHypercubeWithoutTrendExtended).vsualize_year_trend_by_regions_and_altitudes(
- add_detailed_plot=True)
+ # Main plot
+ get_full_quantity_visualizer(QuantityHypercubeWithoutTrend).visualize_year_trend_test(add_detailed_plots=True)
+ # Detailed plot
+ # get_full_quantity_visualizer(QuantityHypercubeWithoutTrendExtended).vsualize_year_trend_by_regions_and_altitudes(
+ # add_detailed_plot=True)
+
+
# get_full_altitude_visualizer(AltitudeHypercubeVisualizerWithoutTrendExtended).vsualize_year_trend_by_regions_and_altitudes()
def main_percentage_trend():
- visualizer = get_full_altitude_visualizer(AltitudeHypercubeVisualizerBisExtended, exact_starting_year=1981)
- visualizer.vsualize_year_trend_by_regions_and_altitudes()
- visualizer.visualize_massif_trend_test_by_altitudes()
- visualizer.visualize_altitute_trend_test_by_regions()
+ for study_class in SCM_STUDIES:
+ study_classees = [study_class]
+ visualizer = get_full_altitude_visualizer(AltitudeHypercubeVisualizerBisExtended, exact_starting_year=1981,
+ study_classes=study_classees)
+ visualizer.visualize_massif_trend_test_by_altitudes()
+ visualizer.visualize_altitute_trend_test_by_regions()
def main_run():
- # main_mean_log_likelihood()
- main_percentage_trend()
+ main_mean_log_likelihood()
+ # main_percentage_trend()
if __name__ == '__main__':