From b65db5e599069aa25a85d6bb9aeea799bd6084cf Mon Sep 17 00:00:00 2001
From: Le Roux Erwan <erwan.le-roux@irstea.fr>
Date: Wed, 5 Jun 2019 16:49:13 +0200
Subject: [PATCH] [STATIONS] modify sheetname used for comparisons
---
.../stations_data/comparison_analysis.py | 3 ++-
.../stations_data/main_spatial_comparison.py | 10 +++++++++-
.../stations_data/main_station_comparison.py | 4 ++--
.../comparisons_visualization.py | 1 +
4 files changed, 14 insertions(+), 4 deletions(-)
diff --git a/experiment/meteo_france_data/stations_data/comparison_analysis.py b/experiment/meteo_france_data/stations_data/comparison_analysis.py
index 2dc6b0e5..4a4480ae 100644
--- a/experiment/meteo_france_data/stations_data/comparison_analysis.py
+++ b/experiment/meteo_france_data/stations_data/comparison_analysis.py
@@ -51,7 +51,8 @@ class ComparisonAnalysis(object):
##################### STATION ATTRIBUTES ############################
def load_main_df(self):
- df = pd.read_excel(DATA_PATH, sheet_name='max alpes 2500m presentes')
+ # this sheet name: Mean metrics 24.666666666666668 for the sheet name it was worse Mean metrics 36.022222222222226
+ df = pd.read_excel(DATA_PATH, sheet_name='max alpes')
df = df.iloc[:78]
ind_altitude = self.altitude - self.margin < df[ALTITUDE_COLUMN_NAME]
diff --git a/experiment/meteo_france_data/stations_data/main_spatial_comparison.py b/experiment/meteo_france_data/stations_data/main_spatial_comparison.py
index c3b50c4c..592c4750 100644
--- a/experiment/meteo_france_data/stations_data/main_spatial_comparison.py
+++ b/experiment/meteo_france_data/stations_data/main_spatial_comparison.py
@@ -66,6 +66,14 @@ I should find the "optimal" years to remove
Then I should find a way to remove the same years in the study
"""
+def test_data():
+ s = ComparisonAnalysis(altitude=900)
+ df = s.load_main_df()
+ print(df)
+ print(df.columns)
+ print(len(df))
+
if __name__ == '__main__':
- run_comparison_for_optimal_parameters_for_altitude_900()
+ test_data()
+ # run_comparison_for_optimal_parameters_for_altitude_900()
# choice_of_altitude_and_nb_border_data_to_remove_to_get_data_without_nan()
diff --git a/experiment/meteo_france_data/stations_data/main_station_comparison.py b/experiment/meteo_france_data/stations_data/main_station_comparison.py
index 7fd8950c..1c116335 100644
--- a/experiment/meteo_france_data/stations_data/main_station_comparison.py
+++ b/experiment/meteo_france_data/stations_data/main_station_comparison.py
@@ -44,8 +44,8 @@ def wrong_example2():
if __name__ == '__main__':
# visualize_fast_comparison()
- # visualize_all_stations()
- wrong_example2()
+ visualize_all_stations()
+ # wrong_example2()
# visualize_non_nan_station()
# example()
diff --git a/experiment/meteo_france_data/stations_data/visualization/comparisons_visualization/comparisons_visualization.py b/experiment/meteo_france_data/stations_data/visualization/comparisons_visualization/comparisons_visualization.py
index 9d62fe0f..b2ecedd9 100644
--- a/experiment/meteo_france_data/stations_data/visualization/comparisons_visualization/comparisons_visualization.py
+++ b/experiment/meteo_france_data/stations_data/visualization/comparisons_visualization/comparisons_visualization.py
@@ -67,6 +67,7 @@ class ComparisonsVisualization(VisualizationParameters):
massif_and_altitude_and_metric.append((massif, c.altitude, metric))
ax_idx += 1
metrics = [t[-1] for t in massif_and_altitude_and_metric]
+ print('Mean metrics', np.mean(metrics))
print('max', [t for t in massif_and_altitude_and_metric if t[-1] == max(metrics)])
print('min', [t for t in massif_and_altitude_and_metric if t[-1] == min(metrics)])
plt.suptitle(title)
--
GitLab