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| import gradio as gr | |
| import matplotlib.pyplot as plt | |
| from wordcloud import WordCloud | |
| import tempfile | |
| import os | |
| def generate_wordcloud(text, file): | |
| if file is not None: | |
| text = file.decode('utf-8') | |
| elif not text: | |
| return None | |
| wordcloud = WordCloud(width=1600, height=800, background_color='white', | |
| scale=2, min_font_size=10).generate(text) | |
| plt.figure(figsize=(20, 10), dpi=300) | |
| plt.imshow(wordcloud, interpolation='bilinear') | |
| plt.axis('off') | |
| with tempfile.NamedTemporaryFile(delete=False, suffix='.png') as tmp: | |
| plt.savefig(tmp.name, format='png', dpi=300, bbox_inches='tight') | |
| plt.close() | |
| return tmp.name | |
| iface = gr.Interface( | |
| fn=generate_wordcloud, | |
| inputs=[ | |
| gr.Textbox(label="Enter text"), | |
| gr.File(label="Or upload a text file", type="binary") | |
| ], | |
| outputs=gr.Image(type="filepath", label="Generated Word Cloud"), | |
| title="High-Quality Word Cloud Generator", | |
| description="Enter text or upload a .txt file to generate a high-quality word cloud." | |
| ) | |
| iface.launch() |