Create aura_web.py

Author: Web4application

scripts/aura_web.py

@@ -0,0 +1,24 @@
+import streamlit as st
+import pandas as pd
+import pickle
+import os
+import plotly.express as px
+
+st.set_page_config(page_title="Aura Dashboard", layout="wide")
+st.title("🌌 Aura Dashboard (.ser-powered)")
+
+ser_folder = "./data/serialized"
+ser_files = [f for f in os.listdir(ser_folder) if f.endswith(".ser")]
+
+for ser_file in ser_files:
+    path = os.path.join(ser_folder, ser_file)
+    with open(path, "rb") as f:
+        df = pickle.load(f)
+    st.subheader(ser_file.replace(".ser",""))
+    st.dataframe(df)
+    
+    # Plot numeric columns
+    numeric_cols = df.select_dtypes(include='number').columns
+    for col in numeric_cols:
+        fig = px.bar(df, x=df.columns[0], y=col, title=f"{ser_file} - {col}")
+        st.plotly_chart(fig, use_container_width=True)