From dict to dataframe: done

[predictops.git] / main.py

diff --git a/main.py b/main.py
index a6a8d742d6c4c21d1447e92221880bae1dae4632..fe8ed203fe9fd78a2f61b98fed7a0474a4b3d3bd 100644 (file)
--- a/main.py
+++ b/main.py
@@ -1,19 +1,22 @@
-from lib.source.ephemeris import Ephemeris
-from lib.source.meteofrance import MeteoFrance
+from predictops.source.ephemeris import Ephemeris
+from predictops.source.meteofrance import MeteoFrance
+from predictops.learn.preprocessing import Preprocessing
+from predictops.target.toarea import ToArea

 
 

-from datetime import datetime
+from datetime import datetime, timedelta

 from logging import getLogger
 from logging.config import fileConfig
 from pathlib import Path
 from shutil import rmtree
 
 from logging import getLogger
 from logging.config import fileConfig
 from pathlib import Path
 from shutil import rmtree
 

+import geopandas as gpd
+

 fileConfig((Path.cwd() / 'config') / 'logging.cfg')
 logger = getLogger()
 
 
 class Engine:
     def __init__(self, start = None, end = None, time_step = None):
 fileConfig((Path.cwd() / 'config') / 'logging.cfg')
 logger = getLogger()
 
 
 class Engine:
     def __init__(self, start = None, end = None, time_step = None):

-        logger.info("Predictops engine launched")

         self._X = {}
         self._Y = {}
 
         self._X = {}
         self._Y = {}
 


@@ -66,6 +69,19 @@ engine.add_feature(name = 'ephemeris',
                    features = ['hour', 'dayInWeek', 'dayInMonth', 'dayInYear',
                                'weekInYear', 'month', 'year'])
 
                    features = ['hour', 'dayInWeek', 'dayInMonth', 'dayInYear',
                                'weekInYear', 'month', 'year'])
 

+process = Preprocessing(dict_features = engine.X,
+                   start = start, end = end, timestep = timedelta(hours=1))
+
+process.fill_na()
+print(process.dataframe.head(n=20))
+#print(engine.X[datetime.strptime('06/30/2010 21:00:00', '%m/%d/%Y %H:%M:%S')])
+
+exit()
+
+depts = gpd.read_file( Path.cwd() / 'data' / 'targets' / 'departments' / "departements-20180101.shp")
+Doubs = depts.loc[depts['nom'] == 'Doubs'].iloc[0]

 
 

+ToArea(area=Doubs.geometry,
+       start = start, end = end,
+       csv_file = Path.cwd() / 'data' / 'targets' / 'sdis25' / 'interventions.csv')

 
 

-print(engine.X[datetime.strptime('06/30/2010 21:00:00', '%m/%d/%Y %H:%M:%S')])
\ No newline at end of file