refactor(Types): added nested types for Reporting (#162)

reporting/types.py

@@ -0,0 +1,34 @@
+from __future__ import annotations
+import pandas as pd
+from models.base import Model
+
+
+class Reporting:
+    def __init__(self):
+        self.results: pd.DataFrame = pd.DataFrame() 
+        self.all_predictions: pd.DataFrame = pd.DataFrame() 
+        self.all_probabilities: pd.DataFrame = pd.DataFrame() 
+        self.all_assets:list[Reporting.Asset] = []
+    
+    def get_results(self)->tuple[pd.DataFrame, pd.DataFrame, pd.DataFrame, list[Reporting.Asset]]:
+        return self.results, self.all_predictions, self.all_probabilities, self.all_assets
+    
+
+    class Single_Model:
+        def __init__(self, model_name: str, model_over_time: list[Model]):
+            self.model_name: str = model_name
+            self.model_over_time: list[Model] = model_over_time
+
+
+    class Training_Step: 
+        def __init__(self, level: str):
+            self.level: str = level
+            self.base: list[Reporting.Single_Model] = []
+            self.metalabeling: list[list[Reporting.Single_Model]] = []
+
+
+    class Asset():
+        def __init__(self, ticker: str, primary: Reporting.Training_Step, secondary: Reporting.Training_Step):
+            self.name: str = ticker
+            self.primary: Reporting.Training_Step = primary
+            self.secondary: Reporting.Training_Step = secondary