Predictions Added

1 files changed, 35 insertions, 8 deletions

diff --git a/src/windows/plotviewer.py b/src/windows/plotviewer.py
index da3886e..8fd8d98 100644
--- a/src/windows/plotviewer.py
+++ b/src/windows/plotviewer.py
@@ -14,6 +14,7 @@ from matplotlib.figure import Figure
 
 from helpers.subreddits import SUBREDDITS
 from .modeltrainer import ModelTrainer
+from .predict import Predict
 import numpy as np
 
 
@@ -242,13 +243,42 @@ class PlotViewer(customtkinter.CTk):
             self.models_button = customtkinter.CTkButton(self.tabview.tab("View Data / Predictions"), text="Train Models", command=self.train_models)
             self.models_button.pack()
         else:
-            self.models_label = customtkinter.CTkLabel(self.tabview.tab("View Data / Predictions"), text="Models found. Predict by entering data on the next screen.", pady= 10)
-            self.models_label.pack()
-            self.models_button = customtkinter.CTkButton(self.tabview.tab("View Data / Predictions"), text="Predict")
-            self.models_button.pack()
+            self.show_model_options()
 
         self.tabview.pack(expand=True, fill='both')
 
+    def show_model_options(self):
+        models = [
+            'DummyRegressor',
+            'LinearRegression',
+            'RidgeCV',
+            'KNeighborsRegressor',
+            'DecisionTreeRegressor',
+            'RandomForestRegressor',
+            'GradientBoostingRegressor',
+        ]
+        self.model = customtkinter.CTkComboBox(self.tabview.tab("View Data / Predictions"), values=models)
+        self.model.pack(pady=10, padx=10, side=tkinter.LEFT)
+
+        # metrics buttons
+        self.ups_metrics_button = customtkinter.CTkButton(self.tabview.tab("View Data / Predictions"), text="Ups Metrics")
+        self.ups_metrics_button.pack(pady=10, padx=10, side=tkinter.LEFT)
+
+        self.num_comments_metrics_button = customtkinter.CTkButton(self.tabview.tab("View Data / Predictions"), text="Num Comments Metrics")
+        self.num_comments_metrics_button.pack(pady=10, padx=10, side=tkinter.LEFT)
+
+        # button for predicting
+        self.predict_button = customtkinter.CTkButton(self.tabview.tab("View Data / Predictions"), text="Predict a new post", command=self.predict)
+        self.predict_button.pack(pady=10, padx=10, side=tkinter.RIGHT)
+
+
+    def predict(self):
+        # child window to take input of the post - title, selftext, subreddit, day, hour, distinguished
+        pred_win = Predict(self)
+        self.wait_window(pred_win)
+        
+
+
     def train_models(self):
         # open model training child window
         mt = ModelTrainer(self, self.posts)
@@ -258,9 +288,6 @@ class PlotViewer(customtkinter.CTk):
 
         self.models_label.destroy()
         self.models_button.destroy()
-        self.models_label = customtkinter.CTkLabel(self.tabview.tab("View Data / Predictions"), text="Models found. Predict by entering data on the next screen.", pady= 10)
-        self.models_label.pack()
-        self.models_button = customtkinter.CTkButton(self.tabview.tab("View Data / Predictions"), text="Predict")
-        self.models_button.pack()
+        self.show_model_options()