Update app.py

app.py

@@ -2,14 +2,12 @@ import gradio as gr
 import pandas as pd
 import seaborn as sns
 import matplotlib.pyplot as plt
-
-# Load the Iris dataset
-iris_df = sns.load_dataset('iris')
+from io import StringIO
 
 # Function to plot histogram
-def plot_histogram(csv_file, column):
+def plot_histogram(file_contents, column):
     # Read the CSV file
-    custom_df = pd.read_csv(csv_file)
+    custom_df = pd.read_csv(StringIO(file_contents))
     
     # Plot histogram
     plt.figure(figsize=(8, 6))
@@ -20,9 +18,9 @@ def plot_histogram(csv_file, column):
     return plt
 
 # Function to plot scatter plot
-def plot_scatter(csv_file, x_axis, y_axis):
+def plot_scatter(file_contents, x_axis, y_axis):
     # Read the CSV file
-    custom_df = pd.read_csv(csv_file)
+    custom_df = pd.read_csv(StringIO(file_contents))
     
     # Plot scatter plot
     plt.figure(figsize=(8, 6))
@@ -32,24 +30,24 @@ def plot_scatter(csv_file, x_axis, y_axis):
     plt.ylabel(y_axis)
     return plt
 
-# Create the Gradio interface
-iface = gr.Interface(
+# Create the Gradio interface for histogram
+iface_histogram = gr.Interface(
     fn=plot_histogram,
-    inputs=["csv", "text"],
+    inputs=[gr.inputs.File(label="Upload CSV file"), "text"],
     outputs="plot",
     title="Histogram Plotter",
     description="Upload a CSV file and select a column to plot its histogram."
 )
 
-# Add a second interface for scatter plot
-scatter_iface = gr.Interface(
+# Create the Gradio interface for scatter plot
+iface_scatter = gr.Interface(
     fn=plot_scatter,
-    inputs=["csv", "text", "text"],
+    inputs=[gr.inputs.File(label="Upload CSV file"), "text", "text"],
     outputs="plot",
     title="Scatter Plotter",
     description="Upload a CSV file and select X and Y columns to plot a scatter plot."
 )
 
 # Launch the Gradio interfaces
-iface.launch(share=True)
-scatter_iface.launch(share=True)
+iface_histogram.launch(share=True)
+iface_scatter.launch(share=True)