Spaces:
Sleeping
Sleeping
Create app.py
Browse files
app.py
ADDED
@@ -0,0 +1,33 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import gradio as gr
|
2 |
+
import pandas as pd
|
3 |
+
import plotly.express as px
|
4 |
+
|
5 |
+
# Define the function to load the CSV file
|
6 |
+
def load_data(file):
|
7 |
+
df = pd.read_csv(file)
|
8 |
+
return df
|
9 |
+
|
10 |
+
# Create the input interface for the CSV file
|
11 |
+
inputs = gr.inputs.UploadButton(label="Upload your CSV file:")
|
12 |
+
|
13 |
+
# Define the main function that will be called when the user submits their file
|
14 |
+
def main(inputs):
|
15 |
+
df = load_data(inputs)
|
16 |
+
return df
|
17 |
+
|
18 |
+
# Create the output interface for the DataFrame
|
19 |
+
outputs = gr.outputs.Dataframe(examples={"file1.csv": "path/to/file1.csv",
|
20 |
+
"file2.csv": "path/to/file2.csv",
|
21 |
+
"file3.csv": "path/to/file3.csv"})
|
22 |
+
|
23 |
+
# Create the Plot output interface
|
24 |
+
plot = gr.outputs.Plotly(click_submit_button=True)
|
25 |
+
|
26 |
+
# Define the plot function that will be called when the user selects their options
|
27 |
+
def plot_function(df, x, y):
|
28 |
+
fig = px.scatter(df, x=x, y=y)
|
29 |
+
return fig
|
30 |
+
|
31 |
+
# Create the Gradio interface
|
32 |
+
interface = gr.Interface(fn=main, inputs=inputs, outputs=outputs, title="CSV Plotter", plot=plot, plot_fn=plot_function)
|
33 |
+
interface.launch()
|