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import json
import os
import re
import time
import logging
import mimetypes
import concurrent.futures
import string
import zipfile
import tempfile
from datetime import datetime
from typing import List, Dict, Optional, Union
from pathlib import Path
from urllib.parse import urlparse
import requests
import validators
import gradio as gr
from diskcache import Cache
from bs4 import BeautifulSoup
from fake_useragent import UserAgent
from ratelimit import limits, sleep_and_retry
from cleantext import clean
import qrcode
# Setup logging
logging.basicConfig(
level=logging.INFO,
format='%(asctime)s - %(levelname)s - [%(filename)s:%(lineno)d] - %(message)s',
handlers=[
logging.StreamHandler(),
logging.FileHandler('app.log', encoding='utf-8')
]
)
logger = logging.getLogger(__name__)
# Ensure output directories exist
Path('output/qr_codes').mkdir(parents=True, exist_ok=True)
class URLProcessor:
def __init__(self):
self.session = requests.Session()
self.timeout = 10 # seconds
self.session.headers.update({
'User-Agent': UserAgent().random,
'Accept': 'text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,*/*;q=0.8',
'Accept-Language': 'en-US,en;q=0.5',
'Accept-Encoding': 'gzip, deflate, br',
'Connection': 'keep-alive',
'Upgrade-Insecure-Requests': '1'
})
def advanced_text_cleaning(self, text: str) -> str:
"""Robust text cleaning with version compatibility"""
try:
cleaned_text = clean(
text,
fix_unicode=True,
to_ascii=True,
lower=True,
no_line_breaks=True,
no_urls=True,
no_emails=True,
no_phone_numbers=True,
no_numbers=False,
no_digits=False,
no_currency_symbols=True,
no_punct=False
).strip()
return cleaned_text
except Exception as e:
logger.warning(f"Text cleaning error: {e}. Using fallback method.")
text = re.sub(r'[\x00-\x1F\x7F-\x9F]', '', text) # Remove control characters
text = text.encode('ascii', 'ignore').decode('ascii') # Remove non-ASCII characters
text = re.sub(r'\s+', ' ', text) # Normalize whitespace
return text.strip()
def validate_url(self, url: str) -> Dict:
"""Validate URL format and accessibility"""
try:
if not validators.url(url):
return {'is_valid': False, 'message': 'Invalid URL format'}
response = self.session.head(url, timeout=self.timeout)
response.raise_for_status()
return {'is_valid': True, 'message': 'URL is valid and accessible'}
except Exception as e:
return {'is_valid': False, 'message': f'URL validation failed: {str(e)}'}
def fetch_content(self, url: str) -> Optional[Dict]:
"""Universal content fetcher with special case handling"""
try:
# Google Drive document handling
if 'drive.google.com' in url:
return self._handle_google_drive(url)
# Google Calendar ICS handling
if 'calendar.google.com' in url and 'ical' in url:
return self._handle_google_calendar(url)
# Standard HTML processing
return self._fetch_html_content(url)
except Exception as e:
logger.error(f"Content fetch failed: {e}")
return None
def _handle_google_drive(self, url: str) -> Optional[Dict]:
"""Process Google Drive file links"""
try:
file_id = re.search(r'/file/d/([a-zA-Z0-9_-]+)', url)
if not file_id:
logger.error(f"Invalid Google Drive URL: {url}")
return None
direct_url = f"https://drive.google.com/uc?export=download&id={file_id.group(1)}"
response = self.session.get(direct_url, timeout=self.timeout)
response.raise_for_status()
return {
'content': response.text,
'content_type': response.headers.get('Content-Type', ''),
'timestamp': datetime.now().isoformat()
}
except Exception as e:
logger.error(f"Google Drive processing failed: {e}")
return None
def _handle_google_calendar(self, url: str) -> Optional[Dict]:
"""Process Google Calendar ICS feeds"""
try:
response = self.session.get(url, timeout=self.timeout)
response.raise_for_status()
return {
'content': response.text,
'content_type': 'text/calendar',
'timestamp': datetime.now().isoformat()
}
except Exception as e:
logger.error(f"Calendar fetch failed: {e}")
return None
def _fetch_html_content(self, url: str) -> Optional[Dict]:
"""Standard HTML content processing"""
try:
response = self.session.get(url, timeout=self.timeout)
response.raise_for_status()
soup = BeautifulSoup(response.text, 'html.parser')
# Remove unwanted elements
for element in soup(['script', 'style', 'nav', 'footer', 'header', 'meta', 'link']):
element.decompose()
# Extract main content
main_content = soup.find('main') or soup.find('article') or soup.body
if main_content is None:
logger.warning(f"No main content found for URL: {url}")
return {
'content': '',
'content_type': response.headers.get('Content-Type', ''),
'timestamp': datetime.now().isoformat()
}
# Clean and structure content
text_content = main_content.get_text(separator='\n', strip=True)
cleaned_content = self.advanced_text_cleaning(text_content)
return {
'content': cleaned_content,
'content_type': response.headers.get('Content-Type', ''),
'timestamp': datetime.now().isoformat()
}
except Exception as e:
logger.error(f"HTML processing failed: {e}")
return None
class FileProcessor:
"""Class to handle file processing"""
def __init__(self, max_file_size: int = 2 * 1024 * 1024 * 1024): # 2GB default
self.max_file_size = max_file_size
self.supported_text_extensions = {'.txt', '.md', '.csv', '.json', '.xml'}
def is_text_file(self, filepath: str) -> bool:
"""Check if file is a text file"""
try:
mime_type, _ = mimetypes.guess_type(filepath)
return (mime_type and mime_type.startswith('text/')) or \
(os.path.splitext(filepath)[1].lower() in self.supported_text_extensions)
except Exception:
return False
def process_file(self, file) -> List[Dict]:
"""Process uploaded file with enhanced error handling"""
if not file:
return []
dataset = []
try:
file_size = os.path.getsize(file.name)
if file_size > self.max_file_size:
logger.warning(f"File size ({file_size} bytes) exceeds maximum allowed size")
return []
with tempfile.TemporaryDirectory() as temp_dir:
if zipfile.is_zipfile(file.name):
dataset.extend(self._process_zip_file(file.name, temp_dir))
else:
dataset.extend(self._process_single_file(file))
except Exception as e:
logger.error(f"Error processing file: {str(e)}")
return []
return dataset
def _process_zip_file(self, zip_path: str, temp_dir: str) -> List[Dict]:
"""Process ZIP file contents"""
results = []
with zipfile.ZipFile(zip_path, 'r') as zip_ref:
zip_ref.extractall(temp_dir)
for root, _, files in os.walk(temp_dir):
for filename in files:
filepath = os.path.join(root, filename)
if self.is_text_file(filepath):
try:
with open(filepath, 'r', encoding='utf-8', errors='ignore') as f:
content = f.read()
if content.strip():
results.append({
"source": "file",
"filename": filename,
"content": content,
"timestamp": datetime.now().isoformat()
})
except Exception as e:
logger.error(f"Error reading file {filename}: {str(e)}")
return results
def _process_single_file(self, file) -> List[Dict]:
"""Process a single file"""
try:
file_stat = os.stat(file.name)
# For very large files, read in chunks and summarize
if file_stat.st_size > 100 * 1024 * 1024: # 100MB
logger.info(f"Processing large file: {file.name} ({file_stat.st_size} bytes)")
# Read first and last 1MB for extremely large files
content = ""
with open(file.name, 'r', encoding='utf-8', errors='ignore') as f:
content = f.read(1 * 1024 * 1024) # First 1MB
content += "\n...[Content truncated due to large file size]...\n"
# Seek to the last 1MB
f.seek(max(0, file_stat.st_size - 1 * 1024 * 1024))
content += f.read() # Last 1MB
else:
# Regular file processing
with open(file.name, 'r', encoding='utf-8', errors='ignore') as f:
content = f.read()
return [{
'source': 'file',
'filename': os.path.basename(file.name),
'file_size': file_stat.st_size,
'mime_type': mimetypes.guess_type(file.name)[0],
'created': datetime.fromtimestamp(file_stat.st_ctime).isoformat(),
'modified': datetime.fromtimestamp(file_stat.st_mtime).isoformat(),
'content': content,
'timestamp': datetime.now().isoformat()
}]
except Exception as e:
logger.error(f"File processing error: {e}")
return []
def clean_json(data: Union[str, Dict]) -> Optional[Dict]:
"""Clean and validate JSON data"""
try:
# If it's a string, try to parse it
if isinstance(data, str):
# Remove any existing content and extra whitespace
data = data.strip()
data = json.loads(data)
# Convert to string and back to ensure proper JSON format
cleaned = json.loads(json.dumps(data))
return cleaned
except json.JSONDecodeError as e:
logger.error(f"JSON cleaning error: {e}")
return None
except Exception as e:
logger.error(f"Unexpected error while cleaning JSON: {e}")
return None
def generate_qr_code(data: Union[str, Dict], combined: bool = True) -> List[str]:
"""Generate QR code(s) from data"""
try:
output_dir = Path('output/qr_codes')
output_dir.mkdir(parents=True, exist_ok=True)
if combined:
# Generate single QR code for all data
cleaned_data = clean_json(data)
if cleaned_data:
qr = qrcode.QRCode(
version=None,
error_correction=qrcode.constants.ERROR_CORRECT_L,
box_size=10,
border=4,
)
json_str = json.dumps(cleaned_data, ensure_ascii=False)
qr.add_data(json_str)
qr.make(fit=True)
img = qr.make_image(fill_color="black", back_color="white")
output_path = output_dir / f'combined_qr_{int(time.time())}.png'
img.save(str(output_path))
return [str(output_path)]
else:
# Generate separate QR codes for each item
if isinstance(data, list):
paths = []
for idx, item in enumerate(data):
cleaned_item = clean_json(item)
if cleaned_item:
qr = qrcode.QRCode(
version=None,
error_correction=qrcode.constants.ERROR_CORRECT_L,
box_size=10,
border=4,
)
json_str = json.dumps(cleaned_item, ensure_ascii=False)
qr.add_data(json_str)
qr.make(fit=True)
img = qr.make_image(fill_color="black", back_color="white")
output_path = output_dir / f'item_{idx}_qr_{int(time.time())}.png'
img.save(str(output_path))
paths.append(str(output_path))
return paths
else:
# Single item, not combined
cleaned_item = clean_json(data)
if cleaned_item:
qr = qrcode.QRCode(
version=None,
error_correction=qrcode.constants.ERROR_CORRECT_L,
box_size=10,
border=4,
)
json_str = json.dumps(cleaned_item, ensure_ascii=False)
qr.add_data(json_str)
qr.make(fit=True)
img = qr.make_image(fill_color="black", back_color="white")
output_path = output_dir / f'single_qr_{int(time.time())}.png'
img.save(str(output_path))
return [str(output_path)]
return []
except Exception as e:
logger.error(f"QR generation error: {e}")
return []
def create_interface():
"""Create a comprehensive Gradio interface with advanced features"""
css = """
.container { max-width: 1200px; margin: auto; }
.warning { background-color: #fff3cd; color: #856404; padding: 10px; border-radius: 4px; }
.error { background-color: #f8d7da; color: #721c24; padding: 10px; border-radius: 4px; }
.success { background-color: #d4edda; color: #155724; padding: 10px; border-radius: 4px; }
"""
with gr.Blocks(css=css, title="Advanced Data Processor & QR Generator") as interface:
gr.Markdown("# π Advanced Data Processing & QR Code Generator")
with gr.Tab("URL Processing"):
url_input = gr.Textbox(
label="Enter URLs (comma or newline separated)",
lines=5,
placeholder="https://example1.com\nhttps://example2.com",
value=""
)
with gr.Tab("File Input"):
file_input = gr.File(
label="Upload text file or ZIP archive",
file_types=[".txt", ".zip", ".md", ".csv", ".json", ".xml"]
)
with gr.Tab("Notepad"):
text_input = gr.TextArea(
label="JSON Data Input",
lines=15,
placeholder="Paste your JSON data here...",
value=""
)
with gr.Row():
example_btn = gr.Button("π Load Example JSON", variant="secondary")
clear_btn = gr.Button("ποΈ Clear Input", variant="secondary")
with gr.Row():
combine_data = gr.Checkbox(
label="Combine all data into single QR code",
value=True,
info="Generate one QR code for all data, or separate QR codes for each item"
)
process_btn = gr.Button("π Process & Generate QR", variant="primary", scale=2)
output_json = gr.JSON(label="Processed JSON Data")
output_gallery = gr.Gallery(label="Generated QR Codes", columns=2, height=400)
output_text = gr.Textbox(label="Processing Status", interactive=False)
def load_example():
example_json = {
"type": "product_catalog",
"items": [
{
"id": "123",
"name": "Test Product",
"description": "This is a test product description",
"price": 29.99,
"category": "electronics",
"tags": ["test", "sample", "demo"]
},
{
"id": "456",
"name": "Another Product",
"description": "Another test product description",
"price": 49.99,
"category": "accessories",
"tags": ["sample", "test"]
}
],
"metadata": {
"timestamp": datetime.now().isoformat(),
"version": "1.0",
"source": "example"
}
}
return json.dumps(example_json, indent=2)
def clear_input():
return ""
def process_all_inputs(urls, file, text, combine):
"""Process all input types and generate QR codes"""
try:
results = []
# Process text input first (since it's direct JSON)
if text and text.strip():
try:
# Try to parse as JSON
json_data = json.loads(text)
if isinstance(json_data, list):
results.extend(json_data)
else:
results.append(json_data)
except json.JSONDecodeError as e:
return None, [], f"β Invalid JSON format: {str(e)}"
# Process URLs if provided
if urls and urls.strip():
processor = URLProcessor()
url_list = re.split(r'[,\n]', urls)
url_list = [url.strip() for url in url_list if url.strip()]
for url in url_list:
validation = processor.validate_url(url)
if validation.get('is_valid'):
content = processor.fetch_content(url)
if content:
results.append({
'source': 'url',
'url': url,
'content': content,
'timestamp': datetime.now().isoformat()
})
# Process files if provided
if file:
file_processor = FileProcessor()
file_results = file_processor.process_file(file)
if file_results:
results.extend(file_results)
# Generate QR codes
if results:
qr_paths = generate_qr_code(results, combined=combine)
if qr_paths:
return (
results,
[str(path) for path in qr_paths],
f"β
Successfully processed {len(results)} items and generated {len(qr_paths)} QR code(s)!"
)
else:
return None, [], "β Failed to generate QR codes. Please check the input data."
else:
return None, [], "β οΈ No valid content to process. Please provide some input data."
except Exception as e:
logger.error(f"Processing error: {e}")
return None, [], f"β Error: {str(e)}"
# Set up event handlers
example_btn.click(load_example, outputs=[text_input])
clear_btn.click(clear_input, outputs=[text_input])
process_btn.click(
process_all_inputs,
inputs=[url_input, file_input, text_input, combine_data],
outputs=[output_json, output_gallery, output_text]
)
gr.Markdown("""
### Features
- **URL Processing**: Extract content from websites
- **File Processing**: Handle text files and archives
- **Notepad**: Direct JSON data input/manipulation
- **JSON Cleaning**: Automatic JSON validation and formatting
- **QR Generation**: Generate QR codes with embedded JSON data
- **Flexible Output**: Choose between combined or separate QR codes
### Usage Tips
1. Use the **Notepad** tab for direct JSON input
2. Click "Load Example JSON" to see a sample format
3. Choose whether to combine all data into a single QR code
4. The generated QR codes will contain the complete JSON data
""")
return interface
def main():
# Configure system settings
mimetypes.init()
# Create output directories
Path('output/qr_codes').mkdir(parents=True, exist_ok=True)
# Create and launch interface
interface = create_interface()
# Launch with proper configuration
interface.launch(
server_name="0.0.0.0",
server_port=8000,
show_error=True,
share=False,
inbrowser=True,
debug=True
)
if __name__ == "__main__":
main()
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