Spaces:
Sleeping
Sleeping
Update app.py
Browse files
app.py
CHANGED
|
@@ -12,6 +12,7 @@ from nltk.tokenize import sent_tokenize
|
|
| 12 |
from better_profanity import profanity
|
| 13 |
import tempfile
|
| 14 |
import os
|
|
|
|
| 15 |
|
| 16 |
# Download NLTK data
|
| 17 |
nltk.download('punkt', quiet=True)
|
|
@@ -112,7 +113,7 @@ def fetch_x_post(x_url, model_name, pos_words, neg_words, intensity, custom_mode
|
|
| 112 |
sample_text = "Sample X post from " + x_url
|
| 113 |
return analyze_sentiment(sample_text, model_name, pos_words, neg_words, intensity, custom_model_path, source="X post")
|
| 114 |
|
| 115 |
-
# Generate timeline (return
|
| 116 |
def generate_timeline():
|
| 117 |
if not sentiment_scores:
|
| 118 |
return None
|
|
@@ -128,27 +129,21 @@ def generate_timeline():
|
|
| 128 |
buf = io.BytesIO()
|
| 129 |
plt.savefig(buf, format="png")
|
| 130 |
buf.seek(0)
|
|
|
|
| 131 |
plt.close()
|
| 132 |
-
return
|
| 133 |
|
| 134 |
-
# Generate word cloud (return
|
| 135 |
def generate_wordcloud(text):
|
| 136 |
wordcloud = WordCloud(width=400, height=200, background_color="white").generate(text)
|
| 137 |
-
|
| 138 |
-
wordcloud.to_image().save(buf, format="PNG")
|
| 139 |
-
buf.seek(0)
|
| 140 |
-
return buf # Return the BytesIO object instead of base64 string
|
| 141 |
|
| 142 |
-
# Generate QR code (return
|
| 143 |
def generate_qr(url):
|
| 144 |
qr = qrcode.QRCode(version=1, box_size=10, border=4)
|
| 145 |
qr.add_data(url)
|
| 146 |
qr.make(fit=True)
|
| 147 |
-
|
| 148 |
-
buf = io.BytesIO()
|
| 149 |
-
img.save(buf, format="PNG")
|
| 150 |
-
buf.seek(0)
|
| 151 |
-
return buf # Return the BytesIO object instead of base64 string
|
| 152 |
|
| 153 |
# Export history with proper file handling
|
| 154 |
def export_history():
|
|
@@ -230,6 +225,5 @@ with gr.Blocks(theme=gr.themes.Monochrome()) as interface:
|
|
| 230 |
theme_toggle.change(fn=toggle_theme, inputs=theme_toggle, outputs=theme_status)
|
| 231 |
feedback_slider.change(fn=log_feedback, inputs=feedback_slider, outputs=feedback_output)
|
| 232 |
|
| 233 |
-
|
| 234 |
# Launch the app
|
| 235 |
interface.launch()
|
|
|
|
| 12 |
from better_profanity import profanity
|
| 13 |
import tempfile
|
| 14 |
import os
|
| 15 |
+
from PIL import Image # Add PIL for image handling
|
| 16 |
|
| 17 |
# Download NLTK data
|
| 18 |
nltk.download('punkt', quiet=True)
|
|
|
|
| 113 |
sample_text = "Sample X post from " + x_url
|
| 114 |
return analyze_sentiment(sample_text, model_name, pos_words, neg_words, intensity, custom_model_path, source="X post")
|
| 115 |
|
| 116 |
+
# Generate timeline (return PIL Image)
|
| 117 |
def generate_timeline():
|
| 118 |
if not sentiment_scores:
|
| 119 |
return None
|
|
|
|
| 129 |
buf = io.BytesIO()
|
| 130 |
plt.savefig(buf, format="png")
|
| 131 |
buf.seek(0)
|
| 132 |
+
img = Image.open(buf) # Convert BytesIO to PIL Image
|
| 133 |
plt.close()
|
| 134 |
+
return img
|
| 135 |
|
| 136 |
+
# Generate word cloud (return PIL Image directly)
|
| 137 |
def generate_wordcloud(text):
|
| 138 |
wordcloud = WordCloud(width=400, height=200, background_color="white").generate(text)
|
| 139 |
+
return wordcloud.to_image() # Directly return PIL Image
|
|
|
|
|
|
|
|
|
|
| 140 |
|
| 141 |
+
# Generate QR code (return PIL Image)
|
| 142 |
def generate_qr(url):
|
| 143 |
qr = qrcode.QRCode(version=1, box_size=10, border=4)
|
| 144 |
qr.add_data(url)
|
| 145 |
qr.make(fit=True)
|
| 146 |
+
return qr.make_image(fill="black", back_color="white") # Directly return PIL Image
|
|
|
|
|
|
|
|
|
|
|
|
|
| 147 |
|
| 148 |
# Export history with proper file handling
|
| 149 |
def export_history():
|
|
|
|
| 225 |
theme_toggle.change(fn=toggle_theme, inputs=theme_toggle, outputs=theme_status)
|
| 226 |
feedback_slider.change(fn=log_feedback, inputs=feedback_slider, outputs=feedback_output)
|
| 227 |
|
|
|
|
| 228 |
# Launch the app
|
| 229 |
interface.launch()
|