RTU class

src/rtu/RTUAnomalizer.py

@@ -0,0 +1,14 @@
+from tensorflow.keras.models import load_model
+
+
+class RTUAnomalizer:
+    model = None
+
+    def __init__(self):
+        pass
+
+    def load_model(self, model_path):
+        self.model = load_model(model_path)
+
+    def pipeline(self, data):
+        return

src/rtu/RTUPipeline.py

@@ -0,0 +1,19 @@
+from sklearn.preprocessing import StandardScaler
+from pickle import load
+
+
+class RTUPipeline:
+    scaler = None
+
+    def __init__(self):
+        self.column_names = []
+
+    def get_scaler(self, scaler_path):
+        self.scaler = StandardScaler()
+        self.scaler = load(open(scaler_path, "rb"))
+
+    def get_data(self, data):
+        pass
+
+    def pipeline(self, data):
+        pass