Update app.py

app.py

@@ -11,6 +11,7 @@ from utils import (
     wens_method_heatmap,
     plot_fcgr,
     plot_persistence_homology,
+    plot_distrobutions
 )
 import os
 import matplotlib as mpl
@@ -70,6 +71,23 @@ with ui.navset_card_tab(id="tab"):
             elif plot_type == "Persistant Homology":
                 filtered_df = df.groupby("Organism_Name").apply(filter_and_select).reset_index(drop=True)
                 return plot_persistence_homology(filtered_df["Sequence"], filtered_df["Organism_Name"])
+    
+    with ui.nav_panel("Viral Genome Distributions"):
+        ui.panel_title("How does sequence distribution vary across sequence length?")
+        with ui.layout_columns():
+            with ui.card():
+                ui.input_selectize("virus_selector_1", "Select your viruses:", virus, multiple=True, selected=None)
+            with ui.card():
+                ui.input_slider(
+                    "basepair","Select basepair",0, 1000, 15
+                )
+
+        @render.plot()
+        def plot_distro():
+            df = pd.read_parquet("virus_ds.parquet")
+            df = df[df["Organism_Name"].isin(input.virus_selector())]
+            grouped = df.groupby("Organism_Name")["Sequence"].apply(list)
+            return plot_distrobutions(grouped, grouped.index, input.basepair())
 
     with ui.nav_panel("Viral Microstructure"):
         ui.panel_title("Kmer Distribution")