add Dockerfile

Dockerfile

+FROM python:3.10
+
+ADD /app/ .
+
+RUN pip install -r requirements.txt
+
+CMD ["python", "main.py"]
\ No newline at end of file

main.py → app/main.py

@@ -46,10 +46,13 @@ def predict(df, reg = None):
         error = round(mean_absolute_percentage_error([y.iloc[i]], predictions), 3)
         if error > 0.2:
             print(df.iloc[i].name, predictions, round(y.iloc[i],3), f'{bcolors.FAIL}{error}{bcolors.ENDC}')
+            # TODO
+            # send bad prediction and real value to cloud
         elif error > 0.1:
             print(df.iloc[i].name, predictions, round(y.iloc[i],3), f'{bcolors.WARNING}{error}{bcolors.ENDC}')
         else:
             print(df.iloc[i].name, predictions, round(y.iloc[i],3), f'{bcolors.OKGREEN}{error}{bcolors.ENDC}')
+        
         time.sleep(0.1)
     
 

app/requirements.txt

+pandas
+matplotlib
+xgboost
+scikit-learn
+exoscale
+importlib-metadata
+bson
+#matplotlib gui :
+pyqt5