Update app.py

app.py

@@ -4,8 +4,8 @@ import gradio as gr
 from pydantic_settings import BaseSettings
 from tempfile import NamedTemporaryFile
 import sweetviz as sv
-# from dataprep.datasets import load_dataset
-# from dataprep.eda import create_report
+from datatile.summary.df import DataFrameSummary
+
 
 def generate_report(file, type):
     df = pd.read_csv(file) if file.name.endswith(".csv") else pd.read_excel(file)
@@ -39,8 +39,14 @@ def generate_report(file, type):
     temp_file3 = NamedTemporaryFile(delete=False, suffix=".html")
     temp_file3.write(contents.encode('utf-8'))
     temp_file3.close()
-       
-    return temp_file1.name  ,temp_file3.name
+
+    
+    
+    
+   
+    dfs = DataFrameSummary(df)
+    
+    return temp_file1.name  ,temp_file3.name ,dfs.summary()
     
      
 with gr.Blocks() as cluster:
@@ -59,5 +65,7 @@ with gr.Blocks() as cluster:
             out2=gr.File(label="Download CSV")
             gr.HTML(value="""<h1 style="color: #3399FF; text-shadow: 1px 1px 2px #ddd;">SWEETVIZ REPORT</h1>""")
             out3=gr.File(label="Download CSV")
-    btn.click(generate_report,inputs=[file],outputs=[out1,out3])
+        with gr.Row():
+            dataframe=gr.Dataframe()
+    btn.click(generate_report,inputs=[file],outputs=[out1,out3,dataframe])
 cluster.launch()