Spaces:
Build error
Build error
Upload 2 files
Browse files- app.py +36 -0
- requirements.txt +3 -0
app.py
ADDED
|
@@ -0,0 +1,36 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import gradio as gr
|
| 2 |
+
import matplotlib.pyplot as plt
|
| 3 |
+
from wordcloud import WordCloud
|
| 4 |
+
import tempfile
|
| 5 |
+
import os
|
| 6 |
+
|
| 7 |
+
def generate_wordcloud(text, file):
|
| 8 |
+
if file is not None:
|
| 9 |
+
text = file.decode('utf-8')
|
| 10 |
+
elif not text:
|
| 11 |
+
return None
|
| 12 |
+
|
| 13 |
+
wordcloud = WordCloud(width=1600, height=800, background_color='white',
|
| 14 |
+
scale=2, min_font_size=10).generate(text)
|
| 15 |
+
|
| 16 |
+
plt.figure(figsize=(20, 10), dpi=300)
|
| 17 |
+
plt.imshow(wordcloud, interpolation='bilinear')
|
| 18 |
+
plt.axis('off')
|
| 19 |
+
|
| 20 |
+
with tempfile.NamedTemporaryFile(delete=False, suffix='.png') as tmp:
|
| 21 |
+
plt.savefig(tmp.name, format='png', dpi=300, bbox_inches='tight')
|
| 22 |
+
plt.close()
|
| 23 |
+
return tmp.name
|
| 24 |
+
|
| 25 |
+
iface = gr.Interface(
|
| 26 |
+
fn=generate_wordcloud,
|
| 27 |
+
inputs=[
|
| 28 |
+
gr.Textbox(label="Enter text"),
|
| 29 |
+
gr.File(label="Or upload a text file", type="binary")
|
| 30 |
+
],
|
| 31 |
+
outputs=gr.Image(type="filepath", label="Generated Word Cloud"),
|
| 32 |
+
title="Word Cloud Generator - Metehan Ayhan",
|
| 33 |
+
description="Enter text or upload a .txt file to generate a high-quality word cloud."
|
| 34 |
+
)
|
| 35 |
+
|
| 36 |
+
iface.launch(server_port=7861)
|
requirements.txt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
gradio
|
| 2 |
+
matplotlib
|
| 3 |
+
wordcloud
|