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637 638 639 640 641 642 643 644 645 646 647 648 649 650 651 652 653 654 655 656 657 658 659 660 661 662 663 664 665 666 667 668 669 670 671 672 673 674 675 676 677 678 679 680 681 682 683 684 685 686 687 688 689 690 691 692 693 694 695 696 697 698 699 700 701 702 703 704 705 706 707 708 709 710 711 712 713 714 715 716 717 718 719 720 721 722 723 724 725 726 727 728 729 730 731 732 733 734 735 736 737 738 739 740 741 742 743 744 745 746 747 748 749 750 751 752 753 754 755 756 757 758 759 760 761 762 763 764 765 766 767 768 769 770 771 772 773 774 775 776 777 778 779 780 781 782 783 784 785 786 787 788 789 790 791 792 793 794 795 796 797 798 799 800 801 802 803 804 805 806 807 | import gradio as gr
import openai
import os
import tempfile
import sys
import io
import subprocess
import importlib.util
import re
from contextlib import redirect_stdout
import textwrap
import shutil
import traceback
import json
from typing import List, Tuple, Optional, Dict
import requests
import threading
import uuid
from concurrent.futures import ThreadPoolExecutor, as_completed
import time
# Clean up any existing temp files on startup to save space
try:
tempdir = tempfile.gettempdir()
for item in os.listdir(tempdir):
item_path = os.path.join(tempdir, item)
if item.startswith('tmp') or item.endswith('.py'):
try:
if os.path.isfile(item_path):
os.unlink(item_path)
elif os.path.isdir(item_path):
shutil.rmtree(item_path)
except:
pass
# Clean pip cache if exists
pip_cache = os.path.expanduser('~/.cache/pip')
if os.path.exists(pip_cache):
try:
shutil.rmtree(pip_cache)
except:
pass
except:
pass
# Use OpenRouter API (OpenAI-compatible)
OPENROUTER_API_KEY = os.getenv("OPENROUTER_API_KEY")
client = openai.OpenAI(
api_key=OPENROUTER_API_KEY,
base_url="https://openrouter.ai/api/v1"
)
#MODEL_NAME = "x-ai/grok-4.1-fast"
MODEL_NAME = "openrouter/owl-alpha"
# Global thread pool for concurrent execution
executor = ThreadPoolExecutor(max_workers=5) # حداکثر ۵ درخواست همزمان
class SessionManager:
"""مدیریت سشنهای مستقل برای هر کاربر"""
def __init__(self):
self.sessions = {}
self.lock = threading.Lock()
def create_session(self):
"""ایجاد یک سشن جدید"""
session_id = str(uuid.uuid4())
with self.lock:
self.sessions[session_id] = {
'created_at': time.time(),
'temp_dir': tempfile.mkdtemp(prefix=f'session_{session_id[:8]}_')
}
return session_id
def get_session_temp_dir(self, session_id):
"""دریافت دایرکتوری موقت سشن"""
with self.lock:
if session_id in self.sessions:
return self.sessions[session_id]['temp_dir']
return None
def cleanup_session(self, session_id):
"""پاکسازی سشن"""
with self.lock:
if session_id in self.sessions:
try:
temp_dir = self.sessions[session_id]['temp_dir']
if os.path.exists(temp_dir):
shutil.rmtree(temp_dir)
del self.sessions[session_id]
except:
pass
def cleanup_old_sessions(self, max_age=3600):
"""پاکسازی سشنهای قدیمی"""
current_time = time.time()
with self.lock:
expired_sessions = [
session_id for session_id, data in self.sessions.items()
if current_time - data['created_at'] > max_age
]
for session_id in expired_sessions:
self.cleanup_session(session_id)
# مدیر سشن گلوبال
session_manager = SessionManager()
class ErrorAnalyzer:
"""Analyze errors and suggest fixes"""
@staticmethod
def analyze_error(error_message: str, code: str) -> Dict:
"""Analyze error and return fix strategy"""
error_type = "unknown"
suggestions = []
packages_to_install = []
# Import errors
if "No module named" in error_message or "ModuleNotFoundError" in error_message:
error_type = "import_error"
module_match = re.search(r"No module named ['\"]([^'\"]+)['\"]", error_message)
if module_match:
module = module_match.group(1)
packages_to_install.append(module)
suggestions.append(f"Install missing module: {module}")
# Permission errors
elif "Permission denied" in error_message or "PermissionError" in error_message:
error_type = "permission_error"
suggestions.append("Use temp directory for file operations")
suggestions.append("Avoid system directories")
# Memory errors
elif "MemoryError" in error_message or "killed" in error_message.lower():
error_type = "memory_error"
suggestions.append("Reduce data size or use chunks")
suggestions.append("Process data in smaller batches")
# File not found
elif "FileNotFoundError" in error_message or "No such file" in error_message:
error_type = "file_error"
suggestions.append("Check file paths")
suggestions.append("Create directory if needed")
# Syntax errors
elif "SyntaxError" in error_message:
error_type = "syntax_error"
suggestions.append("Fix syntax issues")
suggestions.append("Check indentation")
# Attribute errors
elif "AttributeError" in error_message:
error_type = "attribute_error"
suggestions.append("Check method/attribute names")
suggestions.append("Verify object types")
# Type errors
elif "TypeError" in error_message:
error_type = "type_error"
suggestions.append("Check data types")
suggestions.append("Add type conversions")
# Value errors
elif "ValueError" in error_message:
error_type = "value_error"
suggestions.append("Validate input data")
suggestions.append("Add error handling")
# Network errors
elif "URLError" in error_message or "ConnectionError" in error_message:
error_type = "network_error"
suggestions.append("Check internet connection")
suggestions.append("Add retry logic")
# Package specific errors
if "openpyxl" in error_message or "xlrd" in error_message:
packages_to_install.append("openpyxl")
suggestions.append("Install Excel support: openpyxl")
if "PIL" in error_message or "Pillow" in error_message:
packages_to_install.append("Pillow")
suggestions.append("Install image processing: Pillow")
return {
"error_type": error_type,
"suggestions": suggestions,
"packages": packages_to_install,
"original_error": error_message
}
def indent_code(code, spaces=4):
"""Indent the code by the specified number of spaces."""
indented_lines = []
for line in code.split('\n'):
if line.strip(): # Only indent non-empty lines
indented_lines.append(' ' * spaces + line)
else:
indented_lines.append(line)
return '\n'.join(indented_lines)
def detect_required_packages(code):
"""Detect required packages from Python code (optimized for accuracy)."""
required_packages = set()
# Pre-installed packages from requirements.txt
pre_installed = {
'gradio', 'openai', 'pillow', 'rembg', 'numpy', 'opencv-python', 'scikit-learn',
'tensorflow', 'torch', 'lxml', 'requests', 'matplotlib', 'seaborn', 'onnxruntime',
'proglog', 'openpyxl', 'moviepy'
}
# Import patterns
import_patterns = [
r'^(?:import|from)\s+(\w+)(?:\.\w+)*',
]
# Patterns for pip install in code/comments
pip_patterns = [
r'#?\s*pip\s+install\s+([^\s#]+)',
r'#?\s*install\s+([^\s#]+)'
]
# Usage patterns that require additional packages
usage_patterns = {
r'\.to_excel': 'openpyxl',
r'\.read_excel': 'openpyxl',
r'\.ExcelWriter': 'openpyxl',
r'\.to_parquet': 'pyarrow',
r'\.read_parquet': 'pyarrow',
r'\.to_sql': 'sqlalchemy',
r'\.read_sql': 'sqlalchemy',
r'\.to_feather': 'pyarrow',
r'\.read_feather': 'pyarrow',
r'\.to_stata': 'statsmodels',
r'\.read_stata': 'statsmodels',
r'\.to_clipboard': 'pyperclip',
r'xlsxwriter': 'xlsxwriter',
r'openpyxl': 'openpyxl',
}
# Check for pip install comments
for pattern in pip_patterns:
matches = re.findall(pattern, code, re.IGNORECASE | re.MULTILINE)
for match in matches:
if match and not match.startswith(('"', "'")):
pkg = match.split('==')[0].split('>')[0].split('<')[0].strip()
if pkg and pkg not in pre_installed:
required_packages.add(pkg)
# Check imports with mapping
for line in code.split('\n'):
line = line.strip()
if line.startswith(('import ', 'from ')):
match = re.search(import_patterns[0], line)
if match:
module = match.group(1)
if module and module not in {'__future__', 'typing'}:
module_map = {
'cv2': 'opencv-python',
'sklearn': 'scikit-learn',
'tf': 'tensorflow',
'torch': 'torch',
'numpy': 'numpy',
'pandas': 'pandas',
'PIL': 'Pillow',
'pillow': 'Pillow',
'matplotlib': 'matplotlib',
'seaborn': 'seaborn',
'onnxruntime': 'onnxruntime',
'rembg': 'rembg',
'requests': 'requests',
'openpyxl': 'openpyxl',
'xlrd': 'xlrd',
'xlwt': 'xlwt',
'xlsxwriter': 'xlsxwriter',
'pyarrow': 'pyarrow',
'sqlalchemy': 'sqlalchemy',
'psycopg2': 'psycopg2-binary',
'pymongo': 'pymongo',
'redis': 'redis',
'beautifulsoup4': 'beautifulsoup4',
'bs4': 'beautifulsoup4',
'scrapy': 'scrapy',
'selenium': 'selenium',
'flask': 'flask',
'fastapi': 'fastapi',
'django': 'django',
'pytest': 'pytest',
'hypothesis': 'hypothesis',
'faker': 'faker',
}
if module in module_map:
pkg = module_map[module]
if pkg not in pre_installed:
required_packages.add(pkg)
elif module not in {
'os', 'sys', 'io', 'json', 're', 'time', 'math', 'random', 'collections',
'itertools', 'functools', 'operator', 'string', 'pathlib', 'tempfile',
'subprocess', 'logging', 'argparse', 'csv', 'xml', 'html', 'base64',
'hashlib', 'urllib', 'http', 'threading', 'multiprocessing', 'socket',
'asyncio', 'concurrent', 'abc', 'enum', 'dataclasses', 'zipfile',
'datetime', 'calendar', 'copy', 'pickle', 'struct', 'binascii', 'codecs'
}:
if module not in pre_installed:
required_packages.add(module)
# Check for usage patterns that need additional packages
for pattern, package in usage_patterns.items():
if re.search(pattern, code, re.IGNORECASE) and package not in pre_installed:
required_packages.add(package)
# Special case: if pandas is imported and Excel operations detected
if 'pandas' in code and any(pattern in code for pattern in ['.to_excel', '.read_excel', 'ExcelWriter']):
if 'openpyxl' not in pre_installed:
required_packages.add('openpyxl')
# Remove pre-installed packages
required_packages = required_packages - pre_installed
return list(required_packages)
def install_package(package_name):
"""Install a package using pip if it's not already installed."""
try:
# Special handling for some packages
import_name = package_name
if package_name == 'opencv-python':
import_name = 'cv2'
elif package_name == 'scikit-learn':
import_name = 'sklearn'
elif package_name == 'pillow' or package_name == 'Pillow':
import_name = 'PIL'
elif package_name == 'beautifulsoup4':
import_name = 'bs4'
elif package_name == 'psycopg2-binary':
import_name = 'psycopg2'
else:
import_name = package_name.replace('-', '_')
spec = importlib.util.find_spec(import_name)
if spec is None:
print(f"Installing package: {package_name}")
result = subprocess.run([
sys.executable, "-m", "pip", "install", "--quiet", "--no-cache-dir", package_name
], capture_output=True, text=True)
if result.returncode == 0:
print(f"✅ {package_name} installed successfully.")
return True
else:
print(f"❌ Failed to install {package_name}: {result.stderr}")
return False
else:
print(f"✅ {package_name} already installed.")
return True
except Exception as e:
print(f"❌ Error checking/installing {package_name}: {str(e)}")
return False
def install_packages_if_needed(packages):
"""Install required packages."""
if not packages:
print("No additional packages to install.")
return True
success_count = 0
failed_packages = []
for package in packages:
if package:
if install_package(package):
success_count += 1
else:
failed_packages.append(package)
print(f"✅ Installed/checked {success_count}/{len(packages)} packages.")
if failed_packages:
print(f"⚠️ Failed to install: {', '.join(failed_packages)}")
return len(failed_packages) == 0
def download_file_from_url(url: str, temp_dir: str) -> Optional[str]:
"""Download a file from URL to temp_dir and return local path."""
try:
filename = url.split('/')[-1].split('?')[0] or 'downloaded_file'
if '.' not in filename:
filename += '.txt' # Default extension
local_path = os.path.join(temp_dir, filename)
response = requests.get(url, stream=True, timeout=30)
response.raise_for_status()
with open(local_path, 'wb') as f:
for chunk in response.iter_content(chunk_size=8192):
f.write(chunk)
print(f"Downloaded {url} to {local_path}")
return local_path
except Exception as e:
print(f"Failed to download {url}: {e}")
return None
def generate_code_with_openrouter(instruction, file_paths, previous_errors=None, attempt=1):
"""Generate Python code using OpenRouter API with error awareness."""
error_context = ""
if previous_errors:
error_context = "\n\nPREVIOUS ERRORS TO AVOID:\n"
for err in previous_errors:
error_context += f"- Error type: {err.get('error_type', 'unknown')}\n"
error_context += f" Details: {err.get('original_error', '')[:200]}\n"
error_context += f" Suggestions: {', '.join(err.get('suggestions', []))}\n"
alternative_approaches = ""
if attempt > 1:
alternative_approaches = f"\n\nThis is attempt {attempt}. Please use a different approach:"
if attempt == 2:
alternative_approaches += "\n- Use simpler libraries if possible"
alternative_approaches += "\n- Add more error handling"
alternative_approaches += "\n- Check file paths carefully"
elif attempt >= 3:
alternative_approaches += "\n- Use only standard library if possible"
alternative_approaches += "\n- Implement fallback solutions"
alternative_approaches += "\n- Generate mock data if files are problematic"
prompt_template = textwrap.dedent("""
You are a Python expert. Instruction: "{instruction}"
Input files: {file_paths_str} (use file_paths[0] for first file, iterate for multiple; if empty, generate based on instruction alone).
{error_context}
{alternative_approaches}
Write a complete Python script that:
1. Import all necessary libraries at the top.
2. Add "# pip install package_name" comments after imports for all needed libraries.
3. Define file_paths = {file_paths_list}
4. Add comprehensive error handling with try-except blocks
5. Create output directory if needed using os.makedirs(exist_ok=True)
6. Save output to a temp directory using tempfile.mkdtemp()
7. Print "OUTPUT_FILE_PATH: /full/path/to/output" at the end using os.path.abspath()
8. If file operations fail, try alternative approaches
Important rules:
- For pandas Excel operations, always add: # pip install openpyxl
- Always use absolute paths with os.path.abspath()
- Create directories before saving files
- Handle common errors (FileNotFoundError, PermissionError, etc.)
- If a library fails, try alternatives (e.g., csv instead of pandas)
- No __name__ == '__main__', no functions, just direct code
- Add detailed error messages
Example with error handling:
import os
import tempfile
try:
import pandas as pd
# pip install pandas openpyxl
except ImportError:
print("Pandas not available, using csv module")
import csv
file_paths = {file_paths_list}
try:
temp_dir = tempfile.mkdtemp()
os.makedirs(temp_dir, exist_ok=True)
output_path = os.path.join(temp_dir, 'output.xlsx')
# Your main logic here with error handling
print(f"OUTPUT_FILE_PATH: {{os.path.abspath(output_path)}}")
except Exception as e:
print(f"ERROR: {{e}}")
# Fallback solution
try:
# Alternative approach
pass
except:
print("All approaches failed")
Output ONLY Python code, no markdown.
""")
file_paths_list = str(file_paths)
file_paths_str = ', '.join([os.path.basename(p) if p else 'None' for p in file_paths]) if file_paths else 'None (generate from scratch)'
prompt = prompt_template.format(
instruction=instruction or "No instruction provided",
file_paths_str=file_paths_str,
file_paths_list=file_paths_list,
error_context=error_context,
alternative_approaches=alternative_approaches
)
try:
response = client.chat.completions.create(
model=MODEL_NAME,
messages=[
{"role": "system", "content": "Output only clean executable Python code with comprehensive error handling."},
{"role": "user", "content": prompt}
],
temperature=0.1 if attempt == 1 else 0.3 # Increase creativity on retries
)
generated_code = response.choices[0].message.content.strip()
# Clean code blocks
generated_code = re.sub(r'^```python\s*|\s*```$', '', generated_code, flags=re.MULTILINE).strip()
return generated_code if generated_code else "import sys\nprint('OUTPUT_TEXT: No code generated')\nsys.exit(0)"
except Exception as api_error:
error_msg = f"API Error: {api_error}"
print(error_msg)
# Return simple fallback
return """import sys
print("OUTPUT_TEXT: Code generation failed due to API error")
sys.exit(0)"""
def execute_code_with_retry(code: str, session_id: str, max_attempts: int = 3) -> Tuple[bool, str, Optional[str]]:
"""Execute code with retry logic and error recovery"""
tf_path = None
attempt = 0
while attempt < max_attempts:
attempt += 1
print(f"\n=== Execution attempt {attempt}/{max_attempts} (Session: {session_id}) ===")
try:
# Step 1: Detect and install packages
print("Detecting packages...")
required_packages = detect_required_packages(code)
print("Detected packages:", required_packages)
install_packages_if_needed(required_packages)
# Step 2: Wrap code
indented = indent_code(code)
wrapped_code = f"try:\n{indented}\nexcept Exception as e:\n print(f'ERROR: {{e}}')\n import traceback; traceback.print_exc()\n import sys; sys.exit(1)"
# Step 3: Compile check
print("Compiling code...")
try:
compile(wrapped_code, '<string>', 'exec')
print("Compile OK.")
except SyntaxError as se:
error_msg = f"Syntax Error: {se}"
if attempt < max_attempts:
print(f"Syntax error on attempt {attempt}, will regenerate code")
return False, error_msg, None
else:
return False, error_msg, None
# Step 4: Create temp file
print("Creating temp file...")
session_temp_dir = session_manager.get_session_temp_dir(session_id)
if not session_temp_dir:
session_temp_dir = tempfile.mkdtemp()
with tempfile.NamedTemporaryFile(mode='w', suffix='.py', delete=False, dir=session_temp_dir) as tf:
tf.write(wrapped_code)
tf_path = tf.name
print(f"Temp file: {tf_path}")
# Step 5: Execute
print(f"Executing...")
result = subprocess.run(
[sys.executable, tf_path],
capture_output=True,
text=True,
timeout=60
)
stdout, stderr = result.stdout, result.stderr
rc = result.returncode
# Clean up temp file
if tf_path and os.path.exists(tf_path):
try:
os.unlink(tf_path)
except:
pass
if rc != 0:
error_msg = f"Execution failed (RC {rc}):\nStderr: {stderr}"
print(error_msg)
# Check if we should retry
if attempt < max_attempts:
# Analyze error for next attempt
error_analysis = ErrorAnalyzer.analyze_error(stderr, code)
# Try to fix by installing missing packages
if error_analysis['packages']:
print(f"Attempting to install missing packages: {error_analysis['packages']}")
for pkg in error_analysis['packages']:
install_package(pkg)
return False, stderr, None
else:
return False, error_msg, None
# Extract output
output_path_match = re.search(r'OUTPUT_FILE_PATH:\s*(.+)', stdout, re.I)
output_text_match = re.search(r'OUTPUT_TEXT:\s*(.+)', stdout, re.I | re.DOTALL)
if output_path_match:
output_path = output_path_match.group(1).strip()
if os.path.exists(output_path):
return True, stdout, output_path
else:
error_msg = f"Output path not found: {output_path}"
if attempt < max_attempts:
print(error_msg)
return False, error_msg, None
else:
return False, error_msg, None
elif output_text_match:
return True, output_text_match.group(1).strip(), None
else:
if stdout.strip():
return True, stdout, None
else:
return False, "No output generated", None
except subprocess.TimeoutExpired:
error_msg = "Timeout: Code execution took too long"
if attempt < max_attempts:
print(error_msg)
return False, error_msg, None
else:
return False, error_msg, None
except Exception as e:
error_msg = f"Execution error: {str(e)}"
if attempt < max_attempts:
print(error_msg)
return False, error_msg, None
else:
return False, error_msg, None
return False, "Max attempts reached", None
def process_request_async(instruction, files, urls_input):
"""تابع اصلی پردازش درخواست به صورت همزمان"""
session_id = session_manager.create_session()
try:
if not instruction.strip():
return "لطفاً دستور را وارد کنید. (فایلها و لینکها اختیاری هستند)", None
file_paths = []
# Handle uploaded files
if files:
file_paths = [f.name for f in files]
# Handle URLs: download to session temp dir
if urls_input and urls_input.strip():
session_temp_dir = session_manager.get_session_temp_dir(session_id)
urls = [url.strip() for url in urls_input.split(',') if url.strip()]
downloaded_paths = []
for url in urls:
local_path = download_file_from_url(url, session_temp_dir)
if local_path:
downloaded_paths.append(local_path)
file_paths.extend(downloaded_paths)
print(f"Downloaded {len(downloaded_paths)} files from URLs for session {session_id}")
# Track errors for learning
previous_errors = []
generated_codes = []
# Main retry loop
for attempt in range(1, 4): # 3 attempts
print(f"\n{'='*50}")
print(f"MAIN ATTEMPT {attempt}/3 (Session: {session_id})")
print(f"{'='*50}")
# Generate code
print("Generating code...")
generated_code = generate_code_with_openrouter(
instruction,
file_paths,
previous_errors=previous_errors if attempt > 1 else None,
attempt=attempt
)
if len(generated_code) < 20:
return f"کد ضعیف تولید شد: {generated_code}", None
generated_codes.append(generated_code)
print(f"Generated code preview: {generated_code[:200]}...")
# Try to execute
success, output, file_path = execute_code_with_retry(generated_code, session_id, max_attempts=2)
if success:
# Success!
result_text = f"✅ Success on attempt {attempt}!\n\n"
result_text += f"Generated Code:\n```python\n{generated_code}\n```\n\n"
result_text += f"Output:\n{output}"
session_manager.cleanup_session(session_id) # Cleanup on success
return result_text, file_path
else:
# Analyze error
print(f"\n❌ Attempt {attempt} failed")
error_analysis = ErrorAnalyzer.analyze_error(output, generated_code)
previous_errors.append(error_analysis)
print(f"Error type: {error_analysis['error_type']}")
print(f"Suggestions: {', '.join(error_analysis['suggestions'])}")
# If this was the last attempt
if attempt == 3:
error_report = f"❌ Failed after {attempt} attempts.\n\n"
error_report += "Error History:\n"
for i, err in enumerate(previous_errors, 1):
error_report += f"\nAttempt {i}:\n"
error_report += f"- Error type: {err['error_type']}\n"
error_report += f"- Details: {err['original_error'][:200]}...\n"
error_report += f"\n\nLast generated code:\n```python\n{generated_code}\n```"
session_manager.cleanup_session(session_id) # Cleanup on failure
return error_report, None
session_manager.cleanup_session(session_id)
return "Unexpected end of retry loop", None
except Exception as e:
error_msg = f"General error: {type(e).__name__}: {e}\nFull traceback: {traceback.format_exc()}"
print(error_msg)
session_manager.cleanup_session(session_id)
return error_msg, None
def process_request_wrapper(instruction, files, urls_input):
"""Wrapper function for Gradio to handle async execution"""
# Submit task to thread pool
future = executor.submit(process_request_async, instruction, files, urls_input)
try:
# Wait for result with timeout
result = future.result(timeout=300) # 5 minutes timeout
return result
except Exception as e:
return f"Error processing request: {str(e)}", None
# Gradio Interface
with gr.Blocks(title="AI File Processor - Self Correcting - Concurrent") as demo:
gr.Markdown("""
# 🤖 AI File Processor - Self Correcting Edition
""")
with gr.Row():
instruction = gr.Textbox(
label="دستور",
lines=2,
placeholder="مثال: یک نمودار دایرهای از دادههای فروش بکش",
rtl=True
)
with gr.Row():
files = gr.File(file_count="multiple", label="فایلهای آپلود شده (اختیاری)")
urls = gr.Textbox(
label="لینک فایلها (جدا با کاما، اختیاری)",
placeholder="https://example.com/file1.csv, https://example.com/file2.jpg",
info="لینکها دانلود خواهند شد و حجم فایل چک نمیشود."
)
btn = gr.Button("🚀 اجرا", variant="primary")
with gr.Row():
output = gr.Textbox(label="نتیجه", lines=15)
file_out = gr.File(label="فایل خروجی (در صورت تولید)")
# Examples
gr.Examples(
examples=[
["یک فایل اکسل با 100 محصول فروشگاهی شامل نام، قیمت و موجودی بساز", None, None],
["یک نمودار میلهای از دادههای تصادفی رسم کن", None, None],
["یک تصویر 500x500 پیکسل با رنگهای تصادفی بساز", None, None],
["این فایل را به فرمت JSON تبدیل کن", None, "https://example.com/sample.csv"],
],
inputs=[instruction, files, urls],
)
btn.click(fn=process_request_wrapper, inputs=[instruction, files, urls], outputs=[output, file_out])
if __name__ == "__main__":
# Cleanup old sessions on startup
session_manager.cleanup_old_sessions()
# Launch with concurrency settings - روش سازگار با تمام نسخههای Gradio
try:
# روش ۱: برای نسخههای جدید Gradio
demo.queue(max_size=20)
except TypeError:
try:
# روش ۲: برای نسخههای قدیمیتر
demo.queue(concurrency_count=5, max_size=20)
except:
# روش ۳: بدون پارامتر
demo.queue()
demo.launch(
share=True,
server_name="0.0.0.0",
server_port=7860,
show_error=True
) |