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Update app.py
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app.py
CHANGED
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#
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"""
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LibreChat Custom Code Interpreter - HuggingFace Space
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A secure code execution server using Gradio + MCP with SSE support
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"""
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import json
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import subprocess
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import tempfile
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import os
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import sys
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import uuid
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import time
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import base64
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import io
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import re
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from pathlib import Path
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from typing import Dict, Any, Optional, List
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import gradio as gr
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import matplotlib
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matplotlib.use('Agg') # Use non-interactive backend
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import matplotlib.pyplot as plt
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import numpy as np
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import pandas as pd
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class SecureCodeExecutor:
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def __init__(self):
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self.sessions = {}
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self.max_execution_time = 30
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self.max_output_length = 10000
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self.allowed_languages = ["python", "javascript", "bash"]
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# Security: List of blocked commands/imports
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self.blocked_imports = [
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'subprocess', 'os', 'sys', 'shutil', 'glob', 'pickle',
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'marshal', 'imp', 'importlib', '__import__'
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]
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self.blocked_bash_commands = [
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'rm', 'sudo', 'chmod', 'chown', 'dd', 'mkfs', 'fdisk',
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'curl', 'wget', 'ssh', 'scp', 'nc', 'netcat'
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]
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def create_session(self) -> str:
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"""Create a new execution session"""
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session_id = str(uuid.uuid4())[:8] # Shorter ID for HF
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self.sessions[session_id] = {
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'created_at': time.time(),
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'variables': {},
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'history': [],
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'files': {}
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}
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return session_id
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def cleanup_old_sessions(self):
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"""Remove sessions older than 1 hour"""
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current_time = time.time()
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old_sessions = [
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sid for sid, session in self.sessions.items()
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if current_time - session['created_at'] > 3600
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]
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for sid in old_sessions:
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del self.sessions[sid]
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def is_code_safe(self, code: str, language: str) -> tuple[bool, str]:
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"""Check if code is safe to execute using whole-word matching."""
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if language == "python":
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# Use regex to find whole-word matches for blocked imports
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for blocked in self.blocked_imports:
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# \b matches a word boundary. This prevents 'imp' from matching 'import'
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pattern = r'\b' + re.escape(blocked) + r'\b'
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if re.search(pattern, code):
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return False, f"Blocked import/function: {blocked}"
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# Check for dangerous patterns that are not whole words
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dangerous_patterns = ['exec(', 'eval(', 'open(', 'file(', '__']
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for pattern in dangerous_patterns:
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if pattern in code:
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return False, f"Dangerous pattern detected: {pattern}"
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elif language == "bash":
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# Use regex to find whole-word matches for blocked commands
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for blocked in self.blocked_bash_commands:
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pattern = r'\b' + re.escape(blocked) + r'\b'
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if re.search(pattern, code.lower()):
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return False, f"Blocked command: {blocked}"
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return True, ""
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def execute_python_code(self, code: str, session_id: Optional[str] = None) -> Dict[str, Any]:
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"""Execute Python code with visualization support"""
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# Security check
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is_safe, reason = self.is_code_safe(code, "python")
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if not is_safe:
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return {
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"success": False,
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"stdout": "",
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"stderr": f"Security violation: {reason}",
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"execution_time": time.time()
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}
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# Prepare execution environment
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setup_code = '''
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import matplotlib
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matplotlib.use('Agg')
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import matplotlib.pyplot as plt
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import numpy as np
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import pandas as pd
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import json
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import math
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import random
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import base64
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import io
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from datetime import datetime, timedelta
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# Custom print function to capture output
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_output_buffer = []
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_original_print = print
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def print(*args, **kwargs):
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_output_buffer.append(' '.join(str(arg) for arg in args))
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# Function to save plots as base64
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def save_current_plot():
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if plt.get_fignums(): # Check if there are any figures
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buffer = io.BytesIO()
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plt.savefig(buffer, format='png', bbox_inches='tight', dpi=100)
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buffer.seek(0)
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plot_data = buffer.getvalue()
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buffer.close()
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return base64.b64encode(plot_data).decode()
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return None
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'''
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# Combine setup and user code
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full_code = setup_code + "\n" + code
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# Finalization code to capture plot and print the buffer to real stdout
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finalization_code = '''
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# Capture the plot if one exists and print it directly to stdout for the parent process
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_plot_data = save_current_plot()
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if _plot_data:
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_original_print('PLOT_DATA:' + _plot_data)
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# Print everything from the custom print buffer to stdout
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if _output_buffer:
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_original_print('\\n'.join(_output_buffer))
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'''
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full_code += "\n" + finalization_code
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try:
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# Create temporary file
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with tempfile.NamedTemporaryFile(mode='w', suffix='.py', delete=False) as f:
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f.write(full_code)
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temp_file = f.name
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# Execute with timeout
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result = subprocess.run(
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[sys.executable, temp_file],
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capture_output=True,
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text=True,
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timeout=self.max_execution_time,
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cwd=tempfile.gettempdir()
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)
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# Process output
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stdout = result.stdout
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stderr = result.stderr
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plot_data = None
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# Extract plot data if present
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if 'PLOT_DATA:' in stdout:
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lines = stdout.split('\n')
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clean_lines = []
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for line in lines:
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if line.startswith('PLOT_DATA:'):
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plot_data = line.replace('PLOT_DATA:', '')
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else:
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clean_lines.append(line)
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stdout = '\n'.join(clean_lines)
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# Limit output length
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if len(stdout) > self.max_output_length:
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stdout = stdout[:self.max_output_length] + "\n... (output truncated)"
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execution_result = {
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"success": result.returncode == 0,
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"stdout": stdout.strip(),
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"stderr": stderr.strip() if stderr else "",
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"execution_time": time.time(),
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"return_code": result.returncode
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}
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if plot_data:
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execution_result["plot"] = plot_data
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return execution_result
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except subprocess.TimeoutExpired:
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return {
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"success": False,
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"stdout": "",
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"stderr": "Execution timed out (30s limit)",
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"execution_time": time.time()
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}
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except Exception as e:
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return {
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"success": False,
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"stdout": "",
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"stderr": str(e),
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"execution_time": time.time()
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}
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finally:
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if 'temp_file' in locals():
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try:
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os.unlink(temp_file)
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except:
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pass
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def execute_javascript_code(self, code: str, session_id: Optional[str] = None) -> Dict[str, Any]:
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"""Execute JavaScript code using Node.js"""
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# Security check
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is_safe, reason = self.is_code_safe(code, "javascript")
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if not is_safe:
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return {
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"success": False,
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"stdout": "",
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"stderr": f"Security violation: {reason}",
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"execution_time": time.time()
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}
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try:
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with tempfile.NamedTemporaryFile(mode='w', suffix='.js', delete=False) as f:
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f.write(code)
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temp_file = f.name
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result = subprocess.run(
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['node', temp_file],
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capture_output=True,
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text=True,
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timeout=self.max_execution_time
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)
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stdout = result.stdout
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if len(stdout) > self.max_output_length:
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stdout = stdout[:self.max_output_length] + "\n... (output truncated)"
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return {
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"success": result.returncode == 0,
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"stdout": stdout.strip(),
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"stderr": result.stderr.strip() if result.stderr else "",
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"execution_time": time.time(),
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"return_code": result.returncode
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}
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except subprocess.TimeoutExpired:
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return {
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"success": False,
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"stdout": "",
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"stderr": "Execution timed out (30s limit)",
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"execution_time": time.time()
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}
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except Exception as e:
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return {
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"success": False,
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"stdout": "",
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"stderr": str(e),
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"execution_time": time.time()
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}
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finally:
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if 'temp_file' in locals():
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try:
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os.unlink(temp_file)
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except:
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pass
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def execute_bash_command(self, command: str, session_id: Optional[str] = None) -> Dict[str, Any]:
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"""Execute bash commands with security restrictions"""
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# Security check
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is_safe, reason = self.is_code_safe(command, "bash")
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if not is_safe:
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return {
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"success": False,
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"stdout": "",
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"stderr": f"Security violation: {reason}",
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"execution_time": time.time()
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}
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try:
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result = subprocess.run(
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command,
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shell=True,
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capture_output=True,
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text=True,
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timeout=self.max_execution_time,
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cwd=tempfile.gettempdir()
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)
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stdout = result.stdout
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if len(stdout) > self.max_output_length:
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stdout = stdout[:self.max_output_length] + "\n... (output truncated)"
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return {
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"success": result.returncode == 0,
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"stdout": stdout.strip(),
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"stderr": result.stderr.strip() if result.stderr else "",
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"execution_time": time.time(),
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"return_code": result.returncode
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}
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except subprocess.TimeoutExpired:
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return {
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"success": False,
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"stdout": "",
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"stderr": "Command timed out (30s limit)",
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"execution_time": time.time()
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}
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except Exception as e:
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return {
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"success": False,
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"stdout": "",
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"stderr": str(e),
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"execution_time": time.time()
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}
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def execute_code(self, code: str, language: str = "python", session_id: Optional[str] = None) -> str:
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"""Main execution function - returns JSON for MCP compatibility"""
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# Cleanup old sessions periodically
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if len(self.sessions) > 10:
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self.cleanup_old_sessions()
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if language not in self.allowed_languages:
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return json.dumps({
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"success": False,
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"error": f"Language '{language}' not supported. Allowed: {', '.join(self.allowed_languages)}"
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})
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# Create session if needed
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if session_id and session_id not in self.sessions:
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session_id = self.create_session()
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elif not session_id:
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session_id = self.create_session()
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# Execute based on language
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if language == "python":
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result = self.execute_python_code(code, session_id)
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elif language == "javascript":
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result = self.execute_javascript_code(code, session_id)
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elif language == "bash":
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result = self.execute_bash_command(code, session_id)
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else:
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result = {
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"success": False,
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"error": f"Execution handler for {language} not implemented"
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}
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# Store in session history
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if session_id in self.sessions:
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self.sessions[session_id]['history'].append({
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'code': code,
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'language': language,
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'result': result,
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'timestamp': time.time()
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})
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result['session_id'] = session_id
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return json.dumps(result, indent=2)
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# Global executor instance
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executor = SecureCodeExecutor()
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# MCP Functions
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def execute_python_code(code: str, session_id: str = None) -> str:
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"""
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Execute Python code safely with visualization support.
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Args:
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code (str): Python code to execute
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session_id (str, optional): Session ID for persistent context
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Returns:
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str: JSON string with execution results
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"""
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return executor.execute_code(code, "python", session_id)
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def execute_javascript_code(code: str, session_id: str = None) -> str:
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"""
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Execute JavaScript code using Node.js.
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Args:
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code (str): JavaScript code to execute
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session_id (str, optional): Session ID for persistent context
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Returns:
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str: JSON string with execution results
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"""
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return executor.execute_code(code, "javascript", session_id)
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def execute_bash_command(command: str, session_id: str = None) -> str:
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"""
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Execute bash commands with security restrictions.
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Args:
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command (str): Bash command to execute
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session_id (str, optional): Session ID for persistent context
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Returns:
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str: JSON string with execution results
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"""
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return executor.execute_code(command, "bash", session_id)
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def create_execution_session() -> str:
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"""
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Create a new execution session for maintaining state.
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Returns:
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| 415 |
-
str: JSON string containing new session ID
|
| 416 |
-
"""
|
| 417 |
-
session_id = executor.create_session()
|
| 418 |
-
return json.dumps({"session_id": session_id, "created_at": time.time()})
|
| 419 |
-
|
| 420 |
-
def list_execution_sessions() -> str:
|
| 421 |
-
"""
|
| 422 |
-
List all active execution sessions.
|
| 423 |
-
|
| 424 |
-
Returns:
|
| 425 |
-
str: JSON string containing session information
|
| 426 |
-
"""
|
| 427 |
-
return json.dumps({
|
| 428 |
-
"sessions": list(executor.sessions.keys()),
|
| 429 |
-
"count": len(executor.sessions),
|
| 430 |
-
"timestamp": time.time()
|
| 431 |
-
})
|
| 432 |
-
|
| 433 |
-
def get_execution_history(session_id: str) -> str:
|
| 434 |
-
"""
|
| 435 |
-
Get execution history for a specific session.
|
| 436 |
-
|
| 437 |
-
Args:
|
| 438 |
-
session_id (str): Session ID to get history for
|
| 439 |
-
|
| 440 |
-
Returns:
|
| 441 |
-
str: JSON string containing execution history
|
| 442 |
-
"""
|
| 443 |
-
if session_id not in executor.sessions:
|
| 444 |
-
return json.dumps({"error": "Session not found"})
|
| 445 |
-
|
| 446 |
-
return json.dumps({
|
| 447 |
-
"session_id": session_id,
|
| 448 |
-
"history": executor.sessions[session_id]['history'],
|
| 449 |
-
"created_at": executor.sessions[session_id]['created_at']
|
| 450 |
-
})
|
| 451 |
-
|
| 452 |
-
def get_system_info() -> str:
|
| 453 |
-
"""
|
| 454 |
-
Get system information and available packages.
|
| 455 |
-
|
| 456 |
-
Returns:
|
| 457 |
-
str: JSON string containing system information
|
| 458 |
-
"""
|
| 459 |
-
return json.dumps({
|
| 460 |
-
"python_version": sys.version,
|
| 461 |
-
"available_packages": [
|
| 462 |
-
"numpy", "pandas", "matplotlib", "json", "math",
|
| 463 |
-
"random", "datetime", "base64", "io"
|
| 464 |
-
],
|
| 465 |
-
"execution_limits": {
|
| 466 |
-
"max_time": executor.max_execution_time,
|
| 467 |
-
"max_output": executor.max_output_length
|
| 468 |
-
},
|
| 469 |
-
"supported_languages": executor.allowed_languages
|
| 470 |
-
})
|
| 471 |
-
|
| 472 |
-
# Gradio Interface
|
| 473 |
def gradio_execute_code(code: str, language: str, session_id: str = ""):
|
| 474 |
-
"""Gradio interface for code execution"""
|
| 475 |
if not session_id:
|
| 476 |
session_id = None
|
| 477 |
|
|
@@ -479,21 +8,35 @@ def gradio_execute_code(code: str, language: str, session_id: str = ""):
|
|
| 479 |
result = json.loads(result_json)
|
| 480 |
|
| 481 |
output = ""
|
|
|
|
|
|
|
| 482 |
if result.get("success"):
|
| 483 |
if result.get("stdout"):
|
| 484 |
output += f"Output:\n{result['stdout']}\n\n"
|
| 485 |
if result.get("stderr"):
|
| 486 |
output += f"Warnings:\n{result['stderr']}\n\n"
|
|
|
|
|
|
|
| 487 |
if result.get("plot"):
|
| 488 |
-
|
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|
| 489 |
else:
|
| 490 |
-
output += f"Error:\n{result.get('stderr', result.get('error', 'Unknown error'))}\n\n"
|
| 491 |
|
| 492 |
-
output += f"Session ID: {result.get('session_id', 'N/A')}"
|
| 493 |
|
| 494 |
-
return output
|
| 495 |
-
|
| 496 |
-
#
|
| 497 |
with gr.Blocks(title="LibreChat Code Interpreter") as demo:
|
| 498 |
gr.Markdown("# LibreChat Code Interpreter")
|
| 499 |
gr.Markdown("Execute Python, JavaScript, and Bash code safely through MCP integration.")
|
|
@@ -518,12 +61,18 @@ with gr.Blocks(title="LibreChat Code Interpreter") as demo:
|
|
| 518 |
|
| 519 |
with gr.Column():
|
| 520 |
output_display = gr.Textbox(
|
| 521 |
-
lines=
|
| 522 |
label="Execution Result",
|
| 523 |
interactive=False
|
| 524 |
)
|
|
|
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|
| 525 |
|
| 526 |
-
# Examples
|
| 527 |
gr.Markdown("## Examples")
|
| 528 |
|
| 529 |
example_python = gr.Code("""
|
|
@@ -574,17 +123,9 @@ console.log('\\nResult:');
|
|
| 574 |
console.log(JSON.stringify(result, null, 2));
|
| 575 |
""", language="javascript", label="JavaScript Example")
|
| 576 |
|
|
|
|
| 577 |
execute_btn.click(
|
| 578 |
fn=gradio_execute_code,
|
| 579 |
inputs=[code_input, language_dropdown, session_input],
|
| 580 |
-
outputs=[output_display]
|
| 581 |
-
)
|
| 582 |
-
|
| 583 |
-
if __name__ == "__main__":
|
| 584 |
-
# Launch with MCP server enabled
|
| 585 |
-
demo.launch(
|
| 586 |
-
mcp_server=True,
|
| 587 |
-
share=False,
|
| 588 |
-
server_name="0.0.0.0",
|
| 589 |
-
server_port=7860
|
| 590 |
)
|
|
|
|
| 1 |
+
# Replace the gradio_execute_code function with this improved version
|
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|
|
|
| 2 |
def gradio_execute_code(code: str, language: str, session_id: str = ""):
|
| 3 |
+
"""Gradio interface for code execution with proper image handling"""
|
| 4 |
if not session_id:
|
| 5 |
session_id = None
|
| 6 |
|
|
|
|
| 8 |
result = json.loads(result_json)
|
| 9 |
|
| 10 |
output = ""
|
| 11 |
+
plot_image = None
|
| 12 |
+
|
| 13 |
if result.get("success"):
|
| 14 |
if result.get("stdout"):
|
| 15 |
output += f"Output:\n{result['stdout']}\n\n"
|
| 16 |
if result.get("stderr"):
|
| 17 |
output += f"Warnings:\n{result['stderr']}\n\n"
|
| 18 |
+
|
| 19 |
+
# Handle plot data properly
|
| 20 |
if result.get("plot"):
|
| 21 |
+
import base64
|
| 22 |
+
from PIL import Image
|
| 23 |
+
import io
|
| 24 |
+
|
| 25 |
+
try:
|
| 26 |
+
# Decode base64 to image
|
| 27 |
+
plot_data = base64.b64decode(result["plot"])
|
| 28 |
+
plot_image = Image.open(io.BytesIO(plot_data))
|
| 29 |
+
output += f"📊 Plot generated successfully!\n\n"
|
| 30 |
+
except Exception as e:
|
| 31 |
+
output += f"⚠️ Plot generated but couldn't display: {str(e)}\n\n"
|
| 32 |
else:
|
| 33 |
+
output += f"❌ Error:\n{result.get('stderr', result.get('error', 'Unknown error'))}\n\n"
|
| 34 |
|
| 35 |
+
output += f"🔑 Session ID: {result.get('session_id', 'N/A')}"
|
| 36 |
|
| 37 |
+
return output, plot_image
|
| 38 |
+
|
| 39 |
+
# Replace the Gradio interface section with this improved version
|
| 40 |
with gr.Blocks(title="LibreChat Code Interpreter") as demo:
|
| 41 |
gr.Markdown("# LibreChat Code Interpreter")
|
| 42 |
gr.Markdown("Execute Python, JavaScript, and Bash code safely through MCP integration.")
|
|
|
|
| 61 |
|
| 62 |
with gr.Column():
|
| 63 |
output_display = gr.Textbox(
|
| 64 |
+
lines=10,
|
| 65 |
label="Execution Result",
|
| 66 |
interactive=False
|
| 67 |
)
|
| 68 |
+
# Add image output for plots
|
| 69 |
+
plot_display = gr.Image(
|
| 70 |
+
label="Generated Plot",
|
| 71 |
+
visible=True,
|
| 72 |
+
type="pil"
|
| 73 |
+
)
|
| 74 |
|
| 75 |
+
# Examples section remains the same...
|
| 76 |
gr.Markdown("## Examples")
|
| 77 |
|
| 78 |
example_python = gr.Code("""
|
|
|
|
| 123 |
console.log(JSON.stringify(result, null, 2));
|
| 124 |
""", language="javascript", label="JavaScript Example")
|
| 125 |
|
| 126 |
+
# Updated click handler to return both outputs
|
| 127 |
execute_btn.click(
|
| 128 |
fn=gradio_execute_code,
|
| 129 |
inputs=[code_input, language_dropdown, session_input],
|
| 130 |
+
outputs=[output_display, plot_display] # Now returns both text and image
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 131 |
)
|