Create app.py
Browse files
app.py
ADDED
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1 |
+
import requests
|
2 |
+
from bs4 import BeautifulSoup
|
3 |
+
import gradio as gr
|
4 |
+
import re
|
5 |
+
import warnings
|
6 |
+
warnings.filterwarnings('ignore')
|
7 |
+
|
8 |
+
def fetch_html_content(input_text):
|
9 |
+
"""
|
10 |
+
Fetch HTML content from a URL or process raw HTML input
|
11 |
+
Returns the HTML content and source type for better user feedback
|
12 |
+
"""
|
13 |
+
input_text = input_text.strip()
|
14 |
+
|
15 |
+
# Check if input looks like HTML content
|
16 |
+
if input_text.startswith('<') and '>' in input_text:
|
17 |
+
return input_text, "raw_html"
|
18 |
+
|
19 |
+
# Check if input looks like a URL
|
20 |
+
if input_text.startswith(('http://', 'https://', 'www.')):
|
21 |
+
try:
|
22 |
+
# Add protocol if missing
|
23 |
+
if input_text.startswith('www.'):
|
24 |
+
input_text = 'https://' + input_text
|
25 |
+
|
26 |
+
# Fetch the webpage
|
27 |
+
headers = {
|
28 |
+
'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36'
|
29 |
+
}
|
30 |
+
response = requests.get(input_text, headers=headers, timeout=10)
|
31 |
+
|
32 |
+
if response.status_code == 200:
|
33 |
+
return response.text, "url"
|
34 |
+
else:
|
35 |
+
return None, f"HTTP Error {response.status_code}"
|
36 |
+
|
37 |
+
except requests.exceptions.RequestException as e:
|
38 |
+
return None, f"Request failed: {str(e)}"
|
39 |
+
|
40 |
+
return None, "Invalid input format"
|
41 |
+
|
42 |
+
def check_alt_text(soup, base_url=""):
|
43 |
+
"""
|
44 |
+
Comprehensive check for image alt text accessibility
|
45 |
+
Returns detailed issues and suggestions for improvement
|
46 |
+
"""
|
47 |
+
issues = []
|
48 |
+
suggestions = []
|
49 |
+
|
50 |
+
# Find all image elements
|
51 |
+
images = soup.find_all('img')
|
52 |
+
|
53 |
+
if not images:
|
54 |
+
return [], ["Consider adding relevant images with proper alt text to enhance content."]
|
55 |
+
|
56 |
+
for i, img in enumerate(images, 1):
|
57 |
+
alt = img.get('alt')
|
58 |
+
src = img.get('src', 'Unknown source')
|
59 |
+
|
60 |
+
# Check for missing alt attribute
|
61 |
+
if alt is None:
|
62 |
+
issues.append({
|
63 |
+
'type': 'Missing Alt Attribute',
|
64 |
+
'element': f'Image {i}',
|
65 |
+
'description': f'Image with src="{src}" has no alt attribute',
|
66 |
+
'severity': 'High',
|
67 |
+
'wcag': 'WCAG 2.1 Level A - 1.1.1'
|
68 |
+
})
|
69 |
+
|
70 |
+
# Check for empty alt text (which is valid for decorative images)
|
71 |
+
elif alt.strip() == '':
|
72 |
+
issues.append({
|
73 |
+
'type': 'Empty Alt Text',
|
74 |
+
'element': f'Image {i}',
|
75 |
+
'description': f'Image with src="{src}" has empty alt text (okay if decorative)',
|
76 |
+
'severity': 'Medium',
|
77 |
+
'wcag': 'WCAG 2.1 Level A - 1.1.1'
|
78 |
+
})
|
79 |
+
|
80 |
+
# Check for poor alt text practices
|
81 |
+
elif alt.strip().lower() in ['image', 'picture', 'photo', 'img']:
|
82 |
+
issues.append({
|
83 |
+
'type': 'Generic Alt Text',
|
84 |
+
'element': f'Image {i}',
|
85 |
+
'description': f'Alt text "{alt}" is too generic and not descriptive',
|
86 |
+
'severity': 'Medium',
|
87 |
+
'wcag': 'WCAG 2.1 Level A - 1.1.1'
|
88 |
+
})
|
89 |
+
|
90 |
+
# Generate suggestions based on issues found
|
91 |
+
if issues:
|
92 |
+
suggestions.extend([
|
93 |
+
"Write descriptive alt text that conveys the meaning and context of images",
|
94 |
+
"Use empty alt='' for purely decorative images",
|
95 |
+
"Avoid generic terms like 'image', 'picture', or 'photo'",
|
96 |
+
"Keep alt text concise but meaningful (aim for 125 characters or less)"
|
97 |
+
])
|
98 |
+
|
99 |
+
return issues, suggestions
|
100 |
+
|
101 |
+
def check_font_sizes(soup):
|
102 |
+
"""
|
103 |
+
Analyze font sizes and readability issues in the HTML content
|
104 |
+
"""
|
105 |
+
issues = []
|
106 |
+
suggestions = []
|
107 |
+
|
108 |
+
# Check inline styles for font-size
|
109 |
+
elements_with_styles = soup.find_all(style=True)
|
110 |
+
small_fonts_found = False
|
111 |
+
|
112 |
+
for i, element in enumerate(elements_with_styles, 1):
|
113 |
+
style = element.get('style', '')
|
114 |
+
|
115 |
+
# Look for font-size declarations
|
116 |
+
font_size_match = re.search(r'font-size:\s*(\d+(?:\.\d+)?)(px|pt|em|rem|%)', style, re.IGNORECASE)
|
117 |
+
|
118 |
+
if font_size_match:
|
119 |
+
size_value = float(font_size_match.group(1))
|
120 |
+
unit = font_size_match.group(2).lower()
|
121 |
+
|
122 |
+
# Convert to approximate pixel values for comparison
|
123 |
+
if unit == 'px':
|
124 |
+
pixel_size = size_value
|
125 |
+
elif unit == 'pt':
|
126 |
+
pixel_size = size_value * 1.33 # Rough conversion
|
127 |
+
elif unit in ['em', 'rem']:
|
128 |
+
pixel_size = size_value * 16 # Assuming 16px base
|
129 |
+
elif unit == '%':
|
130 |
+
pixel_size = (size_value / 100) * 16 # Assuming 16px base
|
131 |
+
else:
|
132 |
+
continue
|
133 |
+
|
134 |
+
# Flag very small fonts (less than 12px equivalent)
|
135 |
+
if pixel_size < 12:
|
136 |
+
issues.append({
|
137 |
+
'type': 'Small Font Size',
|
138 |
+
'element': f'Element {i} ({element.name})',
|
139 |
+
'description': f'Font size {size_value}{unit} (β{pixel_size:.1f}px) may be too small for readability',
|
140 |
+
'severity': 'Medium',
|
141 |
+
'wcag': 'WCAG 2.1 Level AA - 1.4.4'
|
142 |
+
})
|
143 |
+
small_fonts_found = True
|
144 |
+
|
145 |
+
# Check for potential readability issues with text content
|
146 |
+
text_elements = soup.find_all(['p', 'div', 'span', 'li', 'td', 'th'])
|
147 |
+
long_paragraphs = 0
|
148 |
+
|
149 |
+
for element in text_elements:
|
150 |
+
text = element.get_text(strip=True)
|
151 |
+
if len(text) > 500: # Very long text blocks
|
152 |
+
long_paragraphs += 1
|
153 |
+
|
154 |
+
if long_paragraphs > 0:
|
155 |
+
issues.append({
|
156 |
+
'type': 'Long Text Blocks',
|
157 |
+
'element': f'{long_paragraphs} elements',
|
158 |
+
'description': f'Found {long_paragraphs} very long text blocks that may hurt readability',
|
159 |
+
'severity': 'Low',
|
160 |
+
'wcag': 'WCAG 2.1 Level AAA - 2.4.8'
|
161 |
+
})
|
162 |
+
|
163 |
+
# Generate suggestions
|
164 |
+
if small_fonts_found:
|
165 |
+
suggestions.extend([
|
166 |
+
"Use minimum 12px font size for body text (14px+ recommended)",
|
167 |
+
"Ensure text can be zoomed to 200% without loss of functionality",
|
168 |
+
"Test readability on different devices and screen sizes"
|
169 |
+
])
|
170 |
+
|
171 |
+
if long_paragraphs > 0:
|
172 |
+
suggestions.append("Break up long text blocks with headings, bullet points, or shorter paragraphs")
|
173 |
+
|
174 |
+
return issues, suggestions
|
175 |
+
|
176 |
+
def check_color_contrast(soup):
|
177 |
+
"""
|
178 |
+
Analyze color contrast issues in the HTML content
|
179 |
+
This is a simplified heuristic check - full WCAG compliance requires more complex calculations
|
180 |
+
"""
|
181 |
+
issues = []
|
182 |
+
suggestions = []
|
183 |
+
|
184 |
+
# Check elements with inline color styles
|
185 |
+
elements_with_styles = soup.find_all(style=True)
|
186 |
+
contrast_issues_found = False
|
187 |
+
|
188 |
+
for i, element in enumerate(elements_with_styles, 1):
|
189 |
+
style = element.get('style', '')
|
190 |
+
|
191 |
+
# Extract color and background-color
|
192 |
+
color_match = re.search(r'color:\s*([^;]+)', style, re.IGNORECASE)
|
193 |
+
bg_match = re.search(r'background-color:\s*([^;]+)', style, re.IGNORECASE)
|
194 |
+
|
195 |
+
if color_match and bg_match:
|
196 |
+
text_color = color_match.group(1).strip()
|
197 |
+
bg_color = bg_match.group(1).strip()
|
198 |
+
|
199 |
+
# Simplified contrast check using color name heuristics
|
200 |
+
light_colors = ['white', '#fff', '#ffffff', '#f0f0f0', '#e0e0e0',
|
201 |
+
'yellow', 'lightyellow', 'lightgray', 'lightgrey', 'beige']
|
202 |
+
dark_colors = ['black', '#000', '#000000', '#333', '#666',
|
203 |
+
'navy', 'darkblue', 'darkgreen', 'darkred', 'purple']
|
204 |
+
|
205 |
+
text_is_light = any(light in text_color.lower() for light in light_colors)
|
206 |
+
text_is_dark = any(dark in text_color.lower() for dark in dark_colors)
|
207 |
+
bg_is_light = any(light in bg_color.lower() for light in light_colors)
|
208 |
+
bg_is_dark = any(dark in bg_color.lower() for dark in dark_colors)
|
209 |
+
|
210 |
+
# Flag potential contrast issues
|
211 |
+
if (text_is_light and bg_is_light) or (text_is_dark and bg_is_dark):
|
212 |
+
issues.append({
|
213 |
+
'type': 'Poor Color Contrast',
|
214 |
+
'element': f'Element {i} ({element.name})',
|
215 |
+
'description': f'Text color "{text_color}" on background "{bg_color}" may have insufficient contrast',
|
216 |
+
'severity': 'High',
|
217 |
+
'wcag': 'WCAG 2.1 Level AA - 1.4.3'
|
218 |
+
})
|
219 |
+
contrast_issues_found = True
|
220 |
+
|
221 |
+
# Check for color-only information conveyance
|
222 |
+
elements_with_color = soup.find_all(lambda tag: tag.get('style') and 'color:' in tag.get('style', ''))
|
223 |
+
if len(elements_with_color) > 5: # Arbitrary threshold
|
224 |
+
issues.append({
|
225 |
+
'type': 'Color Dependency',
|
226 |
+
'element': f'{len(elements_with_color)} elements',
|
227 |
+
'description': 'Heavy reliance on color - ensure information is also conveyed through other means',
|
228 |
+
'severity': 'Medium',
|
229 |
+
'wcag': 'WCAG 2.1 Level A - 1.4.1'
|
230 |
+
})
|
231 |
+
|
232 |
+
# Generate suggestions
|
233 |
+
if contrast_issues_found:
|
234 |
+
suggestions.extend([
|
235 |
+
"Ensure text has at least 4.5:1 contrast ratio with background (7:1 for AAA compliance)",
|
236 |
+
"Test colors using online contrast checkers",
|
237 |
+
"Avoid using similar shades for text and background"
|
238 |
+
])
|
239 |
+
|
240 |
+
if len(elements_with_color) > 5:
|
241 |
+
suggestions.append("Don't rely solely on color to convey information - use icons, text, or patterns too")
|
242 |
+
|
243 |
+
return issues, suggestions
|
244 |
+
|
245 |
+
def analyze_accessibility(input_text):
|
246 |
+
"""
|
247 |
+
Main function to analyze HTML content for accessibility issues
|
248 |
+
"""
|
249 |
+
if not input_text.strip():
|
250 |
+
return "Please provide a URL or HTML content to analyze.", "Ready to analyze...", 0
|
251 |
+
|
252 |
+
# Fetch HTML content
|
253 |
+
html_content, source_type = fetch_html_content(input_text)
|
254 |
+
|
255 |
+
if html_content is None:
|
256 |
+
return f"Error: {source_type}", "Error occurred", 0
|
257 |
+
|
258 |
+
# Parse HTML
|
259 |
+
try:
|
260 |
+
soup = BeautifulSoup(html_content, 'html.parser')
|
261 |
+
except Exception as e:
|
262 |
+
return f"Error parsing HTML: {str(e)}", "Parsing error", 0
|
263 |
+
|
264 |
+
# Perform accessibility checks
|
265 |
+
alt_issues, alt_suggestions = check_alt_text(soup)
|
266 |
+
font_issues, font_suggestions = check_font_sizes(soup)
|
267 |
+
color_issues, color_suggestions = check_color_contrast(soup)
|
268 |
+
|
269 |
+
# Combine all issues
|
270 |
+
all_issues = alt_issues + font_issues + color_issues
|
271 |
+
all_suggestions = list(set(alt_suggestions + font_suggestions + color_suggestions)) # Remove duplicates
|
272 |
+
|
273 |
+
# Generate report
|
274 |
+
if not all_issues:
|
275 |
+
report = "π **Great news!** No major accessibility issues detected.\n\n"
|
276 |
+
report += "However, consider these general best practices:\n"
|
277 |
+
for suggestion in all_suggestions[:3]: # Show top 3 general suggestions
|
278 |
+
report += f"β’ {suggestion}\n"
|
279 |
+
return report, "β
Accessibility check completed successfully!", len(all_issues)
|
280 |
+
|
281 |
+
# Create detailed report
|
282 |
+
report = f"## π Accessibility Analysis Report\n\n"
|
283 |
+
report += f"**Issues Found:** {len(all_issues)}\n"
|
284 |
+
report += f"**Source:** {source_type.replace('_', ' ').title()}\n\n"
|
285 |
+
|
286 |
+
# Group issues by severity
|
287 |
+
high_issues = [issue for issue in all_issues if issue['severity'] == 'High']
|
288 |
+
medium_issues = [issue for issue in all_issues if issue['severity'] == 'Medium']
|
289 |
+
low_issues = [issue for issue in all_issues if issue['severity'] == 'Low']
|
290 |
+
|
291 |
+
# Report high priority issues first
|
292 |
+
if high_issues:
|
293 |
+
report += "### π¨ High Priority Issues\n"
|
294 |
+
for issue in high_issues:
|
295 |
+
report += f"**{issue['type']}** - {issue['element']}\n"
|
296 |
+
report += f"β’ {issue['description']}\n"
|
297 |
+
report += f"β’ Standard: {issue['wcag']}\n\n"
|
298 |
+
|
299 |
+
if medium_issues:
|
300 |
+
report += "### β οΈ Medium Priority Issues\n"
|
301 |
+
for issue in medium_issues:
|
302 |
+
report += f"**{issue['type']}** - {issue['element']}\n"
|
303 |
+
report += f"β’ {issue['description']}\n"
|
304 |
+
report += f"β’ Standard: {issue['wcag']}\n\n"
|
305 |
+
|
306 |
+
if low_issues:
|
307 |
+
report += "### π‘ Low Priority Issues\n"
|
308 |
+
for issue in low_issues:
|
309 |
+
report += f"**{issue['type']}** - {issue['element']}\n"
|
310 |
+
report += f"β’ {issue['description']}\n"
|
311 |
+
report += f"β’ Standard: {issue['wcag']}\n\n"
|
312 |
+
|
313 |
+
# Add suggestions
|
314 |
+
if all_suggestions:
|
315 |
+
report += "## π οΈ Recommended Actions\n\n"
|
316 |
+
for i, suggestion in enumerate(all_suggestions, 1):
|
317 |
+
report += f"{i}. {suggestion}\n"
|
318 |
+
|
319 |
+
return report, f"Analysis completed! Found {len(all_issues)} accessibility issues.", len(all_issues)
|
320 |
+
|
321 |
+
def create_accessibility_interface():
|
322 |
+
"""
|
323 |
+
Create the Gradio interface for the accessibility checker
|
324 |
+
"""
|
325 |
+
|
326 |
+
# Custom CSS for better styling
|
327 |
+
css = """
|
328 |
+
.gradio-container {
|
329 |
+
font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif;
|
330 |
+
}
|
331 |
+
.report-box {
|
332 |
+
background-color: black;
|
333 |
+
border-radius: 8px;
|
334 |
+
padding: 15px;
|
335 |
+
border: 1px solid #dee2e6;
|
336 |
+
}
|
337 |
+
"""
|
338 |
+
|
339 |
+
with gr.Blocks(title="π Accessibility Checker", theme=gr.themes.Soft(), css=css) as demo:
|
340 |
+
|
341 |
+
gr.Markdown("""
|
342 |
+
# π Personalized Accessibility Checker
|
343 |
+
|
344 |
+
**Make the web more inclusive!** This tool analyzes web pages and HTML content for accessibility issues,
|
345 |
+
helping you create content that's usable by everyone, including people with disabilities.
|
346 |
+
|
347 |
+
### What We Check:
|
348 |
+
- πΌοΈ **Alt text** for images (screen reader compatibility)
|
349 |
+
- π **Font sizes** and readability
|
350 |
+
- π¨ **Color contrast** between text and backgrounds
|
351 |
+
- π **WCAG compliance** with specific guidelines
|
352 |
+
|
353 |
+
### How to Use:
|
354 |
+
1. Enter a website URL (e.g., `https://example.com`) **OR** paste HTML content
|
355 |
+
2. Click "Analyze Accessibility"
|
356 |
+
3. Review the detailed report and suggestions
|
357 |
+
""")
|
358 |
+
|
359 |
+
with gr.Row():
|
360 |
+
with gr.Column(scale=2):
|
361 |
+
input_box = gr.Textbox(
|
362 |
+
label="π Website URL or HTML Content",
|
363 |
+
placeholder="Enter URL (https://example.com) or paste HTML content here...",
|
364 |
+
lines=3,
|
365 |
+
max_lines=10
|
366 |
+
)
|
367 |
+
|
368 |
+
analyze_btn = gr.Button(
|
369 |
+
"π Analyze Accessibility",
|
370 |
+
variant="primary",
|
371 |
+
size="lg"
|
372 |
+
)
|
373 |
+
|
374 |
+
with gr.Column(scale=1):
|
375 |
+
status_box = gr.Textbox(
|
376 |
+
label="π Status",
|
377 |
+
value="Ready to analyze...",
|
378 |
+
interactive=False,
|
379 |
+
lines=2
|
380 |
+
)
|
381 |
+
|
382 |
+
issue_count = gr.Number(
|
383 |
+
label="Issues Found",
|
384 |
+
value=0,
|
385 |
+
interactive=False
|
386 |
+
)
|
387 |
+
|
388 |
+
# Results area
|
389 |
+
report_output = gr.Markdown(
|
390 |
+
label="π Accessibility Report",
|
391 |
+
value="Your detailed accessibility analysis will appear here...",
|
392 |
+
elem_classes=["report-box"]
|
393 |
+
)
|
394 |
+
|
395 |
+
# Example URLs section
|
396 |
+
gr.Markdown("### π§ͺ Try These Example URLs:")
|
397 |
+
|
398 |
+
example_urls = [
|
399 |
+
"https://www.w3.org/WAI/", # Good accessibility
|
400 |
+
"https://example.com", # Simple site
|
401 |
+
]
|
402 |
+
|
403 |
+
with gr.Row():
|
404 |
+
for url in example_urls:
|
405 |
+
gr.Button(f"Test: {url.split('//')[1]}", size="sm").click(
|
406 |
+
lambda u=url: u,
|
407 |
+
outputs=input_box
|
408 |
+
)
|
409 |
+
|
410 |
+
# Example HTML section
|
411 |
+
gr.Markdown("### π Or Try This Example HTML:")
|
412 |
+
|
413 |
+
example_html = '''<html>
|
414 |
+
<body>
|
415 |
+
<h1 style="color: yellow; background-color: white;">Welcome</h1>
|
416 |
+
<img src="logo.jpg">
|
417 |
+
<p style="font-size: 8px;">This text is too small</p>
|
418 |
+
<div style="color: lightgray; background-color: white;">Poor contrast text</div>
|
419 |
+
</body>
|
420 |
+
</html>'''
|
421 |
+
|
422 |
+
gr.Button("π Load Example HTML", size="sm").click(
|
423 |
+
lambda: example_html,
|
424 |
+
outputs=input_box
|
425 |
+
)
|
426 |
+
|
427 |
+
# Set up event handlers
|
428 |
+
analyze_btn.click(
|
429 |
+
fn=analyze_accessibility,
|
430 |
+
inputs=[input_box],
|
431 |
+
outputs=[report_output, status_box, issue_count]
|
432 |
+
)
|
433 |
+
|
434 |
+
# Real-time analysis (optional)
|
435 |
+
input_box.change(
|
436 |
+
fn=lambda text: ("Ready to analyze..." if text.strip() else "Enter URL or HTML content"),
|
437 |
+
inputs=[input_box],
|
438 |
+
outputs=[status_box]
|
439 |
+
)
|
440 |
+
|
441 |
+
# Footer with resources
|
442 |
+
gr.Markdown("""
|
443 |
+
---
|
444 |
+
### π Accessibility Resources:
|
445 |
+
- **WCAG Guidelines**: Web Content Accessibility Guidelines 2.1
|
446 |
+
- **Color Contrast**: Aim for 4.5:1 ratio (normal text) or 3:1 (large text)
|
447 |
+
- **Alt Text**: Describe the content and function of images
|
448 |
+
- **Font Size**: Minimum 12px, recommended 14px+ for body text
|
449 |
+
|
450 |
+
*This tool provides basic accessibility checking. For comprehensive testing, use specialized tools and manual testing.*
|
451 |
+
""")
|
452 |
+
|
453 |
+
return demo
|
454 |
+
|
455 |
+
# Create and launch the interface
|
456 |
+
if __name__ == "__main__":
|
457 |
+
demo = create_accessibility_interface()
|
458 |
+
demo.launch()
|