Update app.py

app.py

@@ -58,8 +58,7 @@ def plot_anomalies(df_test_value, data, anomalies):
     ax.set_ylabel("Value")
     ax.set_title("Anomalous Data Points")
     return fig
-
-
+                                      
 def master(file):
     # read file
     data = pd.read_csv(file, parse_dates=True, index_col="timestamp")
@@ -70,18 +69,9 @@ def master(file):
     anomalies = get_anomalies(df_test_value)
     #plot anomalous data points
     plot2 = plot_anomalies(df_test_value, data, anomalies)
-    # Get the indices of detected outliers
-    outlier_indices = np.where(anomalies)[0]
-    # Create dataframe with outlier timestamps and values
-    outliers_df = data.iloc[outlier_indices]
-    return plot2, outliers_df
+    return plot2
 
-# Interface
-inputs = gr.inputs.File(label="Upload CSV File")
-outputs = [
-    gr.outputs.Image(label="Anomalous Data Points"),
-    gr.outputs.Dataframe(label="Detected Outliers")
-]
+outputs = gr.outputs.Image()
 
 iface = gr.Interface(
     fn=master,