X-Git-Url: https://bilbo.iut-bm.univ-fcomte.fr/and/gitweb/predictops.git/blobdiff_plain/f5357178353432c5431fc0fd875b9928a326e4c7..90e69cb2125d4bae76a27b9c38defb4f70bf2ca6:/main.py

diff --git a/main.py b/main.py
index d1d7f9c..d451534 100644
--- a/main.py
+++ b/main.py
@@ -1,5 +1,4 @@
 from predictops.engine import Engine
-from predictops.learn.preprocessing import Preprocessing
 
 from logging import getLogger
 from logging.config import fileConfig
@@ -12,15 +11,11 @@ logger = getLogger()
 if __name__ == '__main__':
 
     config = (Path.cwd() / 'config') / 'learn.cfg'
-    engine = Engine(config_file = config)
-
-    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))
+    with Engine(config_file = config) as e:
+        e.add_features()
+        e.add_target()
+        e.add_preprocessing()
+        e.learn()
 
     '''target = toarea(stream_file = Path.cwd() / 'data' / 'targets' / 'sdis25' / 'interventions.csv')