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Update app.py
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app.py
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@@ -1,3 +1,477 @@
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| 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 = ""):
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| 3 |
"""Gradio interface for code execution with proper image handling"""
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@@ -128,4 +602,13 @@ console.log(JSON.stringify(result, null, 2));
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| 128 |
fn=gradio_execute_code,
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| 129 |
inputs=[code_input, language_dropdown, session_input],
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| 130 |
outputs=[output_display, plot_display] # Now returns both text and image
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| 131 |
)
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| 1 |
+
#!/usr/bin/env python3
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| 2 |
+
"""
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| 3 |
+
LibreChat Custom Code Interpreter - HuggingFace Space
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| 4 |
+
A secure code execution server using Gradio + MCP with SSE support
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| 5 |
+
"""
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| 6 |
+
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| 7 |
+
import json
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| 8 |
+
import subprocess
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| 9 |
+
import tempfile
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| 10 |
+
import os
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| 11 |
+
import sys
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| 12 |
+
import uuid
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| 13 |
+
import time
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| 14 |
+
import base64
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| 15 |
+
import io
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| 16 |
+
import re
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| 17 |
+
from pathlib import Path
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| 18 |
+
from typing import Dict, Any, Optional, List
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| 19 |
+
import gradio as gr
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| 20 |
+
import matplotlib
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| 21 |
+
matplotlib.use('Agg') # Use non-interactive backend
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| 22 |
+
import matplotlib.pyplot as plt
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| 23 |
+
import numpy as np
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| 24 |
+
import pandas as pd
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| 25 |
+
import base64
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| 26 |
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from PIL import Image
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| 27 |
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import io
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| 28 |
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| 29 |
+
class SecureCodeExecutor:
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| 30 |
+
def __init__(self):
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| 31 |
+
self.sessions = {}
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| 32 |
+
self.max_execution_time = 30
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| 33 |
+
self.max_output_length = 10000
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| 34 |
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self.allowed_languages = ["python", "javascript", "bash"]
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| 35 |
+
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| 36 |
+
# Security: List of blocked commands/imports
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| 37 |
+
self.blocked_imports = [
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| 38 |
+
'subprocess', 'os', 'sys', 'shutil', 'glob', 'pickle',
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| 39 |
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'marshal', 'imp', 'importlib', '__import__'
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| 40 |
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]
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| 41 |
+
self.blocked_bash_commands = [
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| 42 |
+
'rm', 'sudo', 'chmod', 'chown', 'dd', 'mkfs', 'fdisk',
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| 43 |
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'curl', 'wget', 'ssh', 'scp', 'nc', 'netcat'
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| 44 |
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]
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| 45 |
+
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| 46 |
+
def create_session(self) -> str:
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| 47 |
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"""Create a new execution session"""
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| 48 |
+
session_id = str(uuid.uuid4())[:8] # Shorter ID for HF
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| 49 |
+
self.sessions[session_id] = {
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| 50 |
+
'created_at': time.time(),
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| 51 |
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'variables': {},
|
| 52 |
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'history': [],
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| 53 |
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'files': {}
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| 54 |
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}
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| 55 |
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return session_id
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| 56 |
+
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| 57 |
+
def cleanup_old_sessions(self):
|
| 58 |
+
"""Remove sessions older than 1 hour"""
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| 59 |
+
current_time = time.time()
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| 60 |
+
old_sessions = [
|
| 61 |
+
sid for sid, session in self.sessions.items()
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| 62 |
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if current_time - session['created_at'] > 3600
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| 63 |
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]
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| 64 |
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for sid in old_sessions:
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| 65 |
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del self.sessions[sid]
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| 66 |
+
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| 67 |
+
def is_code_safe(self, code: str, language: str) -> tuple[bool, str]:
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| 68 |
+
"""Check if code is safe to execute using whole-word matching."""
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| 69 |
+
if language == "python":
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| 70 |
+
# Use regex to find whole-word matches for blocked imports
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| 71 |
+
for blocked in self.blocked_imports:
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| 72 |
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# \b matches a word boundary. This prevents 'imp' from matching 'import'
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| 73 |
+
pattern = r'\b' + re.escape(blocked) + r'\b'
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| 74 |
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if re.search(pattern, code):
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| 75 |
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return False, f"Blocked import/function: {blocked}"
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| 76 |
+
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| 77 |
+
# Check for dangerous patterns that are not whole words
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| 78 |
+
dangerous_patterns = ['exec(', 'eval(', 'open(', 'file(', '__']
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| 79 |
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for pattern in dangerous_patterns:
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| 80 |
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if pattern in code:
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| 81 |
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return False, f"Dangerous pattern detected: {pattern}"
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| 82 |
+
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| 83 |
+
elif language == "bash":
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| 84 |
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# Use regex to find whole-word matches for blocked commands
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| 85 |
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for blocked in self.blocked_bash_commands:
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| 86 |
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pattern = r'\b' + re.escape(blocked) + r'\b'
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| 87 |
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if re.search(pattern, code.lower()):
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| 88 |
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return False, f"Blocked command: {blocked}"
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| 89 |
+
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| 90 |
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return True, ""
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| 91 |
+
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| 92 |
+
def execute_python_code(self, code: str, session_id: Optional[str] = None) -> Dict[str, Any]:
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| 93 |
+
"""Execute Python code with visualization support"""
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| 94 |
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# Security check
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| 95 |
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is_safe, reason = self.is_code_safe(code, "python")
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| 96 |
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if not is_safe:
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| 97 |
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return {
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| 98 |
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"success": False,
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| 99 |
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"stdout": "",
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| 100 |
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"stderr": f"Security violation: {reason}",
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| 101 |
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"execution_time": time.time()
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| 102 |
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}
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| 103 |
+
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| 104 |
+
# Prepare execution environment
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| 105 |
+
setup_code = '''
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| 106 |
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import matplotlib
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| 107 |
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matplotlib.use('Agg')
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| 108 |
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import matplotlib.pyplot as plt
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| 109 |
+
import numpy as np
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| 110 |
+
import pandas as pd
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| 111 |
+
import json
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| 112 |
+
import math
|
| 113 |
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import random
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| 114 |
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import base64
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| 115 |
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import io
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| 116 |
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from datetime import datetime, timedelta
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| 117 |
+
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| 118 |
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# Custom print function to capture output
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| 119 |
+
_output_buffer = []
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| 120 |
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_original_print = print
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| 121 |
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def print(*args, **kwargs):
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| 122 |
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_output_buffer.append(' '.join(str(arg) for arg in args))
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| 123 |
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| 124 |
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# Function to save plots as base64
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| 125 |
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def save_current_plot():
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| 126 |
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if plt.get_fignums(): # Check if there are any figures
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| 127 |
+
buffer = io.BytesIO()
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| 128 |
+
plt.savefig(buffer, format='png', bbox_inches='tight', dpi=100)
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| 129 |
+
buffer.seek(0)
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| 130 |
+
plot_data = buffer.getvalue()
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| 131 |
+
buffer.close()
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| 132 |
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return base64.b64encode(plot_data).decode()
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| 133 |
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return None
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| 134 |
+
'''
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| 135 |
+
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| 136 |
+
# Combine setup and user code
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| 137 |
+
full_code = setup_code + "\n" + code
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| 138 |
+
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| 139 |
+
# Finalization code to capture plot and print the buffer to real stdout
|
| 140 |
+
finalization_code = '''
|
| 141 |
+
# Capture the plot if one exists and print it directly to stdout for the parent process
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| 142 |
+
_plot_data = save_current_plot()
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| 143 |
+
if _plot_data:
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| 144 |
+
_original_print('PLOT_DATA:' + _plot_data)
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| 145 |
+
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| 146 |
+
# Print everything from the custom print buffer to stdout
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| 147 |
+
if _output_buffer:
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| 148 |
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_original_print('\\n'.join(_output_buffer))
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| 149 |
+
'''
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| 150 |
+
full_code += "\n" + finalization_code
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| 151 |
+
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| 152 |
+
try:
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| 153 |
+
# Create temporary file
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| 154 |
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with tempfile.NamedTemporaryFile(mode='w', suffix='.py', delete=False) as f:
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| 155 |
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f.write(full_code)
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| 156 |
+
temp_file = f.name
|
| 157 |
+
|
| 158 |
+
# Execute with timeout
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| 159 |
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result = subprocess.run(
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| 160 |
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[sys.executable, temp_file],
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| 161 |
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capture_output=True,
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| 162 |
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text=True,
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| 163 |
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timeout=self.max_execution_time,
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| 164 |
+
cwd=tempfile.gettempdir()
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| 165 |
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)
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| 166 |
+
|
| 167 |
+
# Process output
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| 168 |
+
stdout = result.stdout
|
| 169 |
+
stderr = result.stderr
|
| 170 |
+
plot_data = None
|
| 171 |
+
|
| 172 |
+
# Extract plot data if present
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| 173 |
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if 'PLOT_DATA:' in stdout:
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| 174 |
+
lines = stdout.split('\n')
|
| 175 |
+
clean_lines = []
|
| 176 |
+
for line in lines:
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| 177 |
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if line.startswith('PLOT_DATA:'):
|
| 178 |
+
plot_data = line.replace('PLOT_DATA:', '')
|
| 179 |
+
else:
|
| 180 |
+
clean_lines.append(line)
|
| 181 |
+
stdout = '\n'.join(clean_lines)
|
| 182 |
+
|
| 183 |
+
# Limit output length
|
| 184 |
+
if len(stdout) > self.max_output_length:
|
| 185 |
+
stdout = stdout[:self.max_output_length] + "\n... (output truncated)"
|
| 186 |
+
|
| 187 |
+
execution_result = {
|
| 188 |
+
"success": result.returncode == 0,
|
| 189 |
+
"stdout": stdout.strip(),
|
| 190 |
+
"stderr": stderr.strip() if stderr else "",
|
| 191 |
+
"execution_time": time.time(),
|
| 192 |
+
"return_code": result.returncode
|
| 193 |
+
}
|
| 194 |
+
|
| 195 |
+
if plot_data:
|
| 196 |
+
execution_result["plot"] = plot_data
|
| 197 |
+
|
| 198 |
+
return execution_result
|
| 199 |
+
|
| 200 |
+
except subprocess.TimeoutExpired:
|
| 201 |
+
return {
|
| 202 |
+
"success": False,
|
| 203 |
+
"stdout": "",
|
| 204 |
+
"stderr": "Execution timed out (30s limit)",
|
| 205 |
+
"execution_time": time.time()
|
| 206 |
+
}
|
| 207 |
+
except Exception as e:
|
| 208 |
+
return {
|
| 209 |
+
"success": False,
|
| 210 |
+
"stdout": "",
|
| 211 |
+
"stderr": str(e),
|
| 212 |
+
"execution_time": time.time()
|
| 213 |
+
}
|
| 214 |
+
finally:
|
| 215 |
+
if 'temp_file' in locals():
|
| 216 |
+
try:
|
| 217 |
+
os.unlink(temp_file)
|
| 218 |
+
except:
|
| 219 |
+
pass
|
| 220 |
+
|
| 221 |
+
def execute_javascript_code(self, code: str, session_id: Optional[str] = None) -> Dict[str, Any]:
|
| 222 |
+
"""Execute JavaScript code using Node.js"""
|
| 223 |
+
# Security check
|
| 224 |
+
is_safe, reason = self.is_code_safe(code, "javascript")
|
| 225 |
+
if not is_safe:
|
| 226 |
+
return {
|
| 227 |
+
"success": False,
|
| 228 |
+
"stdout": "",
|
| 229 |
+
"stderr": f"Security violation: {reason}",
|
| 230 |
+
"execution_time": time.time()
|
| 231 |
+
}
|
| 232 |
+
|
| 233 |
+
try:
|
| 234 |
+
with tempfile.NamedTemporaryFile(mode='w', suffix='.js', delete=False) as f:
|
| 235 |
+
f.write(code)
|
| 236 |
+
temp_file = f.name
|
| 237 |
+
|
| 238 |
+
result = subprocess.run(
|
| 239 |
+
['node', temp_file],
|
| 240 |
+
capture_output=True,
|
| 241 |
+
text=True,
|
| 242 |
+
timeout=self.max_execution_time
|
| 243 |
+
)
|
| 244 |
+
|
| 245 |
+
stdout = result.stdout
|
| 246 |
+
if len(stdout) > self.max_output_length:
|
| 247 |
+
stdout = stdout[:self.max_output_length] + "\n... (output truncated)"
|
| 248 |
+
|
| 249 |
+
return {
|
| 250 |
+
"success": result.returncode == 0,
|
| 251 |
+
"stdout": stdout.strip(),
|
| 252 |
+
"stderr": result.stderr.strip() if result.stderr else "",
|
| 253 |
+
"execution_time": time.time(),
|
| 254 |
+
"return_code": result.returncode
|
| 255 |
+
}
|
| 256 |
+
|
| 257 |
+
except subprocess.TimeoutExpired:
|
| 258 |
+
return {
|
| 259 |
+
"success": False,
|
| 260 |
+
"stdout": "",
|
| 261 |
+
"stderr": "Execution timed out (30s limit)",
|
| 262 |
+
"execution_time": time.time()
|
| 263 |
+
}
|
| 264 |
+
except Exception as e:
|
| 265 |
+
return {
|
| 266 |
+
"success": False,
|
| 267 |
+
"stdout": "",
|
| 268 |
+
"stderr": str(e),
|
| 269 |
+
"execution_time": time.time()
|
| 270 |
+
}
|
| 271 |
+
finally:
|
| 272 |
+
if 'temp_file' in locals():
|
| 273 |
+
try:
|
| 274 |
+
os.unlink(temp_file)
|
| 275 |
+
except:
|
| 276 |
+
pass
|
| 277 |
+
|
| 278 |
+
def execute_bash_command(self, command: str, session_id: Optional[str] = None) -> Dict[str, Any]:
|
| 279 |
+
"""Execute bash commands with security restrictions"""
|
| 280 |
+
# Security check
|
| 281 |
+
is_safe, reason = self.is_code_safe(command, "bash")
|
| 282 |
+
if not is_safe:
|
| 283 |
+
return {
|
| 284 |
+
"success": False,
|
| 285 |
+
"stdout": "",
|
| 286 |
+
"stderr": f"Security violation: {reason}",
|
| 287 |
+
"execution_time": time.time()
|
| 288 |
+
}
|
| 289 |
+
|
| 290 |
+
try:
|
| 291 |
+
result = subprocess.run(
|
| 292 |
+
command,
|
| 293 |
+
shell=True,
|
| 294 |
+
capture_output=True,
|
| 295 |
+
text=True,
|
| 296 |
+
timeout=self.max_execution_time,
|
| 297 |
+
cwd=tempfile.gettempdir()
|
| 298 |
+
)
|
| 299 |
+
|
| 300 |
+
stdout = result.stdout
|
| 301 |
+
if len(stdout) > self.max_output_length:
|
| 302 |
+
stdout = stdout[:self.max_output_length] + "\n... (output truncated)"
|
| 303 |
+
|
| 304 |
+
return {
|
| 305 |
+
"success": result.returncode == 0,
|
| 306 |
+
"stdout": stdout.strip(),
|
| 307 |
+
"stderr": result.stderr.strip() if result.stderr else "",
|
| 308 |
+
"execution_time": time.time(),
|
| 309 |
+
"return_code": result.returncode
|
| 310 |
+
}
|
| 311 |
+
|
| 312 |
+
except subprocess.TimeoutExpired:
|
| 313 |
+
return {
|
| 314 |
+
"success": False,
|
| 315 |
+
"stdout": "",
|
| 316 |
+
"stderr": "Command timed out (30s limit)",
|
| 317 |
+
"execution_time": time.time()
|
| 318 |
+
}
|
| 319 |
+
except Exception as e:
|
| 320 |
+
return {
|
| 321 |
+
"success": False,
|
| 322 |
+
"stdout": "",
|
| 323 |
+
"stderr": str(e),
|
| 324 |
+
"execution_time": time.time()
|
| 325 |
+
}
|
| 326 |
+
|
| 327 |
+
def execute_code(self, code: str, language: str = "python", session_id: Optional[str] = None) -> str:
|
| 328 |
+
"""Main execution function - returns JSON for MCP compatibility"""
|
| 329 |
+
# Cleanup old sessions periodically
|
| 330 |
+
if len(self.sessions) > 10:
|
| 331 |
+
self.cleanup_old_sessions()
|
| 332 |
+
|
| 333 |
+
if language not in self.allowed_languages:
|
| 334 |
+
return json.dumps({
|
| 335 |
+
"success": False,
|
| 336 |
+
"error": f"Language '{language}' not supported. Allowed: {', '.join(self.allowed_languages)}"
|
| 337 |
+
})
|
| 338 |
+
|
| 339 |
+
# Create session if needed
|
| 340 |
+
if session_id and session_id not in self.sessions:
|
| 341 |
+
session_id = self.create_session()
|
| 342 |
+
elif not session_id:
|
| 343 |
+
session_id = self.create_session()
|
| 344 |
+
|
| 345 |
+
# Execute based on language
|
| 346 |
+
if language == "python":
|
| 347 |
+
result = self.execute_python_code(code, session_id)
|
| 348 |
+
elif language == "javascript":
|
| 349 |
+
result = self.execute_javascript_code(code, session_id)
|
| 350 |
+
elif language == "bash":
|
| 351 |
+
result = self.execute_bash_command(code, session_id)
|
| 352 |
+
else:
|
| 353 |
+
result = {
|
| 354 |
+
"success": False,
|
| 355 |
+
"error": f"Execution handler for {language} not implemented"
|
| 356 |
+
}
|
| 357 |
+
|
| 358 |
+
# Store in session history
|
| 359 |
+
if session_id in self.sessions:
|
| 360 |
+
self.sessions[session_id]['history'].append({
|
| 361 |
+
'code': code,
|
| 362 |
+
'language': language,
|
| 363 |
+
'result': result,
|
| 364 |
+
'timestamp': time.time()
|
| 365 |
+
})
|
| 366 |
+
|
| 367 |
+
result['session_id'] = session_id
|
| 368 |
+
return json.dumps(result, indent=2)
|
| 369 |
+
|
| 370 |
+
# Global executor instance
|
| 371 |
+
executor = SecureCodeExecutor()
|
| 372 |
+
|
| 373 |
+
# MCP Functions
|
| 374 |
+
def execute_python_code(code: str, session_id: str = None) -> str:
|
| 375 |
+
"""
|
| 376 |
+
Execute Python code safely with visualization support.
|
| 377 |
+
|
| 378 |
+
Args:
|
| 379 |
+
code (str): Python code to execute
|
| 380 |
+
session_id (str, optional): Session ID for persistent context
|
| 381 |
+
|
| 382 |
+
Returns:
|
| 383 |
+
str: JSON string with execution results
|
| 384 |
+
"""
|
| 385 |
+
return executor.execute_code(code, "python", session_id)
|
| 386 |
+
|
| 387 |
+
def execute_javascript_code(code: str, session_id: str = None) -> str:
|
| 388 |
+
"""
|
| 389 |
+
Execute JavaScript code using Node.js.
|
| 390 |
+
|
| 391 |
+
Args:
|
| 392 |
+
code (str): JavaScript code to execute
|
| 393 |
+
session_id (str, optional): Session ID for persistent context
|
| 394 |
+
|
| 395 |
+
Returns:
|
| 396 |
+
str: JSON string with execution results
|
| 397 |
+
"""
|
| 398 |
+
return executor.execute_code(code, "javascript", session_id)
|
| 399 |
+
|
| 400 |
+
def execute_bash_command(command: str, session_id: str = None) -> str:
|
| 401 |
+
"""
|
| 402 |
+
Execute bash commands with security restrictions.
|
| 403 |
+
|
| 404 |
+
Args:
|
| 405 |
+
command (str): Bash command to execute
|
| 406 |
+
session_id (str, optional): Session ID for persistent context
|
| 407 |
+
|
| 408 |
+
Returns:
|
| 409 |
+
str: JSON string with execution results
|
| 410 |
+
"""
|
| 411 |
+
return executor.execute_code(command, "bash", session_id)
|
| 412 |
+
|
| 413 |
+
def create_execution_session() -> str:
|
| 414 |
+
"""
|
| 415 |
+
Create a new execution session for maintaining state.
|
| 416 |
+
|
| 417 |
+
Returns:
|
| 418 |
+
str: JSON string containing new session ID
|
| 419 |
+
"""
|
| 420 |
+
session_id = executor.create_session()
|
| 421 |
+
return json.dumps({"session_id": session_id, "created_at": time.time()})
|
| 422 |
+
|
| 423 |
+
def list_execution_sessions() -> str:
|
| 424 |
+
"""
|
| 425 |
+
List all active execution sessions.
|
| 426 |
+
|
| 427 |
+
Returns:
|
| 428 |
+
str: JSON string containing session information
|
| 429 |
+
"""
|
| 430 |
+
return json.dumps({
|
| 431 |
+
"sessions": list(executor.sessions.keys()),
|
| 432 |
+
"count": len(executor.sessions),
|
| 433 |
+
"timestamp": time.time()
|
| 434 |
+
})
|
| 435 |
+
|
| 436 |
+
def get_execution_history(session_id: str) -> str:
|
| 437 |
+
"""
|
| 438 |
+
Get execution history for a specific session.
|
| 439 |
+
|
| 440 |
+
Args:
|
| 441 |
+
session_id (str): Session ID to get history for
|
| 442 |
+
|
| 443 |
+
Returns:
|
| 444 |
+
str: JSON string containing execution history
|
| 445 |
+
"""
|
| 446 |
+
if session_id not in executor.sessions:
|
| 447 |
+
return json.dumps({"error": "Session not found"})
|
| 448 |
+
|
| 449 |
+
return json.dumps({
|
| 450 |
+
"session_id": session_id,
|
| 451 |
+
"history": executor.sessions[session_id]['history'],
|
| 452 |
+
"created_at": executor.sessions[session_id]['created_at']
|
| 453 |
+
})
|
| 454 |
+
|
| 455 |
+
def get_system_info() -> str:
|
| 456 |
+
"""
|
| 457 |
+
Get system information and available packages.
|
| 458 |
+
|
| 459 |
+
Returns:
|
| 460 |
+
str: JSON string containing system information
|
| 461 |
+
"""
|
| 462 |
+
return json.dumps({
|
| 463 |
+
"python_version": sys.version,
|
| 464 |
+
"available_packages": [
|
| 465 |
+
"numpy", "pandas", "matplotlib", "json", "math",
|
| 466 |
+
"random", "datetime", "base64", "io"
|
| 467 |
+
],
|
| 468 |
+
"execution_limits": {
|
| 469 |
+
"max_time": executor.max_execution_time,
|
| 470 |
+
"max_output": executor.max_output_length
|
| 471 |
+
},
|
| 472 |
+
"supported_languages": executor.allowed_languages
|
| 473 |
+
})
|
| 474 |
+
|
| 475 |
# Replace the gradio_execute_code function with this improved version
|
| 476 |
def gradio_execute_code(code: str, language: str, session_id: str = ""):
|
| 477 |
"""Gradio interface for code execution with proper image handling"""
|
|
|
|
| 602 |
fn=gradio_execute_code,
|
| 603 |
inputs=[code_input, language_dropdown, session_input],
|
| 604 |
outputs=[output_display, plot_display] # Now returns both text and image
|
| 605 |
+
)
|
| 606 |
+
|
| 607 |
+
if __name__ == "__main__":
|
| 608 |
+
# Launch with MCP server enabled
|
| 609 |
+
demo.launch(
|
| 610 |
+
mcp_server=True,
|
| 611 |
+
share=False,
|
| 612 |
+
server_name="0.0.0.0",
|
| 613 |
+
server_port=7860
|
| 614 |
)
|