From b17cb1b6e4cf34a387ef7241b1ccf33883581a7d Mon Sep 17 00:00:00 2001
From: Christian TOGBEDJI
 <151915885+christiantogbedji@users.noreply.github.com>
Date: Thu, 8 Feb 2024 09:44:23 +0100
Subject: [PATCH] Update main.py

---
 .../data_processing/main.py                   | 53 +++++--------------
 1 file changed, 13 insertions(+), 40 deletions(-)

diff --git a/notebooks/IndicateursSecheresse/data_processing/main.py b/notebooks/IndicateursSecheresse/data_processing/main.py
index accdde0..c64ca02 100644
--- a/notebooks/IndicateursSecheresse/data_processing/main.py
+++ b/notebooks/IndicateursSecheresse/data_processing/main.py
@@ -1,51 +1,24 @@
-from base_standard_index import BaseStandardIndex
-from datetime import date, timedelta, datetime
 from water_tracker import WaterTracker
-from water_tracker import WaterTracker1
+
 def main():
-    # Remplacez 'votre_cle_api' par votre clé API réelle
-    api_key = "eyJ0eXAiOiJKV1QiLCJhbGciOiJSUzI1NiJ9.eyJhdWQiOiIxIiwianRpIjoiZWUxMTk3Y2JlMmZlMzY0NGQwOTUyZTZiNzBlZjJlOTU5NzQ4MDFhNWE3MDQ5OTY5OTc0NmNhZjE5MDM5OWFhODJjNWIxMWQxOWQ4NGI5YWQiLCJpYXQiOjE3MDU5OTkwMjYuMjg2NjA0LCJuYmYiOjE3MDU5OTkwMjYuMjg2NjEsImV4cCI6MTcwNzI5NTAyNi4yNzM2NTcsInN1YiI6IjE5MjMwIiwic2NvcGVzIjpbXX0.Cy97gG8bGp-hz9xcVx8GxfRnnk-lVB0bAPhICm9pIgrZUaP3xmGr4yMdmS3H89tCaa88leOMkv0EHoHyn6xYcgFPxI5ZUNvYUpPdpDKi5LwIhs8S5Js6Wc1Dot8J8mvNMcvyQsv1MwQyt0bkaiSEbQD4fsCQn1ic3YvFrsr40r7pclKyLTprbkMAMTO7N9eiyv8AXMbXuVNTEZZpZ2j5d9jCrem07bqAWmsfkXSalL9bRWlXb5uTVRLaGHmE5ReFHjA33dneZYVdiv0iRenctU17WEuhD_GsVgaKkQe80dQOmX5M7ThrVEs-UNokBKOvJzIEm-Bj2OB3ancm3CbpM--WpX47J6aeyhsAGUhWmotgpWn6SVLrriRlDNz_Xj5-8DANudHUG7Hytbzw2PUB413dKTwSTPw_pheXhJt7U65dYT__DwQ-Sk_OkDa_OxVPGOuvryw82ga1RF48dHmyDa0DijQEhhgB5WTqQPd-bfx2jKhGctaCaPvGuDqkfF7joeLEVqGzV9_QAMUROzLKffYvAoxW0A283d7pV90w4j2PxIxrXPK8OVm044Yryvvez_czrS61L_9ScjMKM190qApmqn_D3ReXn7GpkUdE9l09E5gF7gQg4ksncpGETS4LXlNQM35mYKClpDG6BhLBpZqwX-c4_U_N3l-YvoY_vQM"
+    # Remplacez 'votre_cle_api'. Il peut arriver que la clé ne marche pas. Dans ce cas,
+    #il fraudra se connecter sur https://api.emi.imageau.eu/doc pour actualiser la  clé API.
+    api_key = "eyJ0eXAiOiJKV1QiLCJhbGciOiJSUzI1NiJ9.eyJhdWQiOiIxIiwianRpIjoiZGNmNjgwNzEwODk3NzRiNTIxMjQ2NzQ0ZWRhOTMyMWVjYWMyM2Y1MTlkZTNhNWY3NGEzOWM2NmQwMGY1MWYwNWM3MWJlYTg0YzVmNjQzNjAiLCJpYXQiOjE3MDcyOTU2ODUuMjU3NDQ0LCJuYmYiOjE3MDcyOTU2ODUuMjU3NDQ3LCJleHAiOjE3MDg1OTE2ODUuMjUxMTM5LCJzdWIiOiIxOTIzMCIsInNjb3BlcyI6W119.WOJY9Mz1F9F0o-KwvG3xolwfvK0Rv5s-QSKET6pRA6y7PKFkoVT3_0lYXYZ74xOdRClkULTdpMytCV47qQZG1zfk8AmjLaHBApn4L4NX3en1ndXkNvfjgqcJHhn7BVnGSBbkvUe8qORs_k_zeMWEuZ6TpRYzdLi7HQWHkvErE-RZhXctK82YQSVf-bWgIMx2tFovI-n3LydnfMniDKnLkCRHEpm6x_9ilmHBU_NjagHjf8V1VLI6tvxnORjymy129_1Q1iME8sTJNLiRlZv5ZHR0d2TzK_slXyK-OfhgXKCZbv6ILbjXgyTd5RIVSv_IpuFPTsZd4zWVFYpPrVdsWPT4-5k_KcUo1X8UzqQYG__MXFxqRdUBf0z8q7xOkmkulFgTovz2PGXQwmkWGwHf6M_wsjzKuLyqzYXIRC_n1wbHoQ6Q25HCn3P_0clZIUlLkj_thsBnZLh3R09va7XbtHWrtS_xYWeoTRToea8EE9hL1Yp-wSs_Y8lLWJjnDA_bfN_qjaJUy86eCQl3v6WPGcCiB9ezlvNg1_8Ix1uSGasgBy3UY7YNM3_QcgAoKPp5xnnQNcGi3eRXhYqTpc1qNJpIka0f69rblm4_3op2iXbKBm_7ZvYoJfcE6C_UQA6GnZfmLeHRTdotmTG1li89FuyELGAmxR-VUjz7y8oX-K0"
     
-    indicateurs = ["nappes", "pluviométrie"]
-    indicator= ["débit"]
- 
-
     # Créez une instance de la classe WaterTracker
     wt = WaterTracker(api_key)
-    wt1 = WaterTracker1(api_key)
-
-
-    # If you haven't built station data and downloaded all timeseries yet uncomment the following lines to do so
+    # téléchargez les données
     wt.build_stations_data()
     wt.download_all_timeseries()
-    wt1.build_stations_data()
-    wt1.download_all_timeseries()
-
-    for indicateur in indicateurs:
-        # Comment the following line if you don't want to recalculate standardized indicators on each run
-        wt.process(indicateur=indicateur)
-
-        # Load existing data
-        wt.load()
-
-        # Generate the plot for drought distribution in France
-        wt.plot_counts_france(indicateur=indicateur)
-    
-    for indicateur in indicator:
+    # Calculez les indicateurs nappes, pluie et débit
+    sgi_result_all_stations = wt.sgi_to_all_stations() #le code est fait pour
+    spi_result_all_stations = wt.spi_to_all_stations()
+    result_df_all_stations = wt.apply_galton_law_to_all_stations()
+    # Affichez le graphique des indicateurs nappes, pluie et débit
+    wt.plot_level_nappes(sgi_result_all_stations)
+    wt.plot_level_pluie(spi_result_all_stations)
+    wt.plot_level_debit(result_df_all_stations)
  
-        #wt1.load_timeseries(indicateur=indicateur)
-
-
-        #wt1.apply_galton_law_to_single_station(station_id)
-        
-        
-        # Appliquer la loi de Galton à toutes les stations
-        result_df_all_stations=wt1.apply_galton_law_to_all_stations()
-        
-
-        # Créer et afficher le graphique
-        wt1.plot_level_percentage(result_df_all_stations)
-        
         
 
 if __name__ == "__main__":