Update app.py to include initial values

app.py

@@ -1,4 +1,5 @@
 import os
+import pickle
 import gradio as gr
 import numpy as np
 import matplotlib
@@ -79,7 +80,7 @@ if __name__ == "__main__":
     # Inputs
     dropdown = gr.Dropdown(choices=countries, value="Germany",
                            label="Select the Country")
-    slider = gr.Slider(minimum=1, maximum=5, value=3, step=1,
+    slider = gr.Slider(minimum=1, maximum=5, value=4, step=1,
                        label="Select the Number of Breakpoints")
     n_iterations = gr.Number(value=10000, precision=0,
                              label="Select the Number of iterations")
@@ -88,9 +89,13 @@ if __name__ == "__main__":
                        info="Such iterations will be discarded.")
 
     # Outputs
-    plot = gr.Plot(label="Results")
-    lam = gr.Text(label="Estimated Lambda")
-    t = gr.Text(label="Estimated Breakpoints")
+    initial_plot = pickle.load(open("data/germany_estimate.pkl", "rb"))
+    plot = gr.Plot(value=initial_plot, label="Results")
+    initial_lam = "Component 1: 0.3114\nComponent 2: 0.1499\nComponent 3: 0.0822\nComponent 4: 0.0419"
+    lam = gr.Text(value=initial_lam, label="Estimated Lambda")
+    initial_t = "Breakpoint 1: 19\nBreakpoint 2: 29\nBreakpoint3: 38"
+    t = gr.Text(value=initial_t, label="Estimated Breakpoints")
+    initial_p = "0.0653"
     p = gr.Text(label="Estimated Recovery Probability")
     interface = gr.Interface(sample,
                              inputs=[dropdown, slider, n_iterations, burnin],