X-Git-Url: https://bilbo.iut-bm.univ-fcomte.fr/and/gitweb/predictops.git/blobdiff_plain/f04d85cc8028a2721d7d5e8ec866ff8022797bb5..83fdad7cdd97734f036d464acceebaf3b0f0a44b:/main.py?ds=sidebyside

diff --git a/main.py b/main.py
index 969054c..d451534 100644
--- a/main.py
+++ b/main.py
@@ -1,11 +1,9 @@
 from predictops.engine import Engine
-from predictops.learn.preprocessing import Preprocessing
 
 from logging import getLogger
 from logging.config import fileConfig
 from pathlib import Path
 
-import geopandas as gpd
 
 fileConfig((Path.cwd() / 'config') / 'logging.cfg')
 logger = getLogger()
@@ -13,24 +11,17 @@ logger = getLogger()
 if __name__ == '__main__':
 
     config = (Path.cwd() / 'config') / 'learn.cfg'
-    engine = Engine(config_file = config)
+    with Engine(config_file = config) as e:
+        e.add_features()
+        e.add_target()
+        e.add_preprocessing()
+        e.learn()
 
-    engine.add_features()
-    engine.add_target()
-
-    process = Preprocessing(config_file = config, dict_features = engine.X)
-
-    print(process.dataframe.head(n=20))
-    print(process.dataframe.tail(n=20))
-
-    #target = toarea(stream_file = Path.cwd() / 'data' / 'targets' / 'sdis25' / 'interventions.csv')
-
-
-    exit()
+    '''target = toarea(stream_file = Path.cwd() / 'data' / 'targets' / 'sdis25' / 'interventions.csv')
 
     depts = gpd.read_file( Path.cwd() / 'data' / 'targets' / 'departments' / "departements-20180101.shp")
     Doubs = depts.loc[depts['nom'] == 'Doubs'].iloc[0]
 
     ToArea(area=Doubs.geometry,
            csv_file = Path.cwd() / 'data' / 'targets' / 'sdis25' / 'interventions.csv')
-
+    '''