diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000000000000000000000000000000000000..ca648cf4786e03fc8d97afa895100220e05719da
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,7 @@
+FROM python:3.10
+
+ADD /app/ .
+
+RUN pip install -r requirements.txt
+
+CMD ["python", "main.py"]
\ No newline at end of file
diff --git a/app/159_2022-12-12_2w.csv b/app/159_2022-12-12_2w.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3297615b06a0f518f7156716c31d5448c7a099fd
--- /dev/null
+++ b/app/159_2022-12-12_2w.csv
@@ -0,0 +1,20161 @@
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diff --git a/app/159_2023-01-08_1d.csv b/app/159_2023-01-08_1d.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2a5e9cb69dc256f895ed167f26c7abc8eb8a0905
--- /dev/null
+++ b/app/159_2023-01-08_1d.csv
@@ -0,0 +1,1441 @@
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diff --git a/159_2023-01-11_1d.csv b/app/159_2023-01-11_1d.csv
similarity index 100%
rename from 159_2023-01-11_1d.csv
rename to app/159_2023-01-11_1d.csv
diff --git a/main.py b/app/main.py
similarity index 95%
rename from main.py
rename to app/main.py
index d31102031fc307e4c7a7a8dab204ae4b4cd17a73..a0c9aa2123d12feef3550c9385bcbed9203bfb9c 100644
--- a/main.py
+++ b/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)
     
 
diff --git a/model_xgboost.json b/app/model_xgboost.json
similarity index 100%
rename from model_xgboost.json
rename to app/model_xgboost.json
diff --git a/app/requirements.txt b/app/requirements.txt
new file mode 100644
index 0000000000000000000000000000000000000000..346fd39bd780ce52545dec6955a159db50c1bb48
--- /dev/null
+++ b/app/requirements.txt
@@ -0,0 +1,9 @@
+pandas
+matplotlib
+xgboost
+scikit-learn
+exoscale
+importlib-metadata
+bson
+#matplotlib gui :
+pyqt5