Delete code_interpreter.py
Browse files- code_interpreter.py +0 -281
code_interpreter.py
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import os
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import io
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import sys
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import uuid
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import base64
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import traceback
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import contextlib
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import tempfile
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import subprocess
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import sqlite3
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from typing import Dict, List, Any, Optional, Union
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import numpy as np
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import pandas as pd
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import matplotlib.pyplot as plt
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from PIL import Image
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class CodeInterpreter:
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def __init__(self, allowed_modules=None, max_execution_time=30, working_directory=None):
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"""Initialize the code interpreter with safety measures."""
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self.allowed_modules = allowed_modules or [
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"numpy", "pandas", "matplotlib", "scipy", "sklearn",
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"math", "random", "statistics", "datetime", "collections",
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"itertools", "functools", "operator", "re", "json",
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"sympy", "networkx", "nltk", "PIL", "pytesseract",
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"cmath", "uuid", "tempfile", "requests", "urllib"
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]
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self.max_execution_time = max_execution_time
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self.working_directory = working_directory or os.path.join(os.getcwd())
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if not os.path.exists(self.working_directory):
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os.makedirs(self.working_directory)
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self.globals = {
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"__builtins__": __builtins__,
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"np": np,
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"pd": pd,
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"plt": plt,
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"Image": Image,
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}
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self.temp_sqlite_db = os.path.join(tempfile.gettempdir(), "code_exec.db")
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def execute_code(self, code: str, language: str = "python") -> Dict[str, Any]:
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"""Execute the provided code in the selected programming language."""
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language = language.lower()
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execution_id = str(uuid.uuid4())
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result = {
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"execution_id": execution_id,
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"status": "error",
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"stdout": "",
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"stderr": "",
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"result": None,
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"plots": [],
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"dataframes": []
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}
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try:
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if language == "python":
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return self._execute_python(code, execution_id)
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elif language == "bash":
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return self._execute_bash(code, execution_id)
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elif language == "sql":
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return self._execute_sql(code, execution_id)
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elif language == "c":
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return self._execute_c(code, execution_id)
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elif language == "java":
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return self._execute_java(code, execution_id)
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else:
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result["stderr"] = f"Unsupported language: {language}"
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except Exception as e:
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result["stderr"] = str(e)
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return result
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def _execute_python(self, code: str, execution_id: str) -> dict:
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output_buffer = io.StringIO()
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error_buffer = io.StringIO()
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result = {
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"execution_id": execution_id,
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"status": "error",
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"stdout": "",
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"stderr": "",
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"result": None,
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"plots": [],
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"dataframes": []
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}
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try:
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exec_dir = os.path.join(self.working_directory, execution_id)
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os.makedirs(exec_dir, exist_ok=True)
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plt.switch_backend('Agg')
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with contextlib.redirect_stdout(output_buffer), contextlib.redirect_stderr(error_buffer):
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exec_result = exec(code, self.globals)
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if plt.get_fignums():
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for i, fig_num in enumerate(plt.get_fignums()):
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fig = plt.figure(fig_num)
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img_path = os.path.join(exec_dir, f"plot_{i}.png")
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fig.savefig(img_path)
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with open(img_path, "rb") as img_file:
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img_data = base64.b64encode(img_file.read()).decode('utf-8')
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result["plots"].append({
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"figure_number": fig_num,
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"data": img_data
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})
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for var_name, var_value in self.globals.items():
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if isinstance(var_value, pd.DataFrame) and len(var_value) > 0:
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result["dataframes"].append({
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"name": var_name,
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"head": var_value.head().to_dict(),
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"shape": var_value.shape,
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"dtypes": str(var_value.dtypes)
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})
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result["status"] = "success"
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result["stdout"] = output_buffer.getvalue()
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result["result"] = exec_result
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except Exception as e:
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result["status"] = "error"
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result["stderr"] = f"{error_buffer.getvalue()}\n{traceback.format_exc()}"
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return result
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def _execute_bash(self, code: str, execution_id: str) -> dict:
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try:
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completed = subprocess.run(
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code, shell=True, capture_output=True, text=True, timeout=self.max_execution_time
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)
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return {
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"execution_id": execution_id,
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"status": "success" if completed.returncode == 0 else "error",
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"stdout": completed.stdout,
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"stderr": completed.stderr,
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"result": None,
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"plots": [],
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"dataframes": []
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}
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except subprocess.TimeoutExpired:
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return {
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"execution_id": execution_id,
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"status": "error",
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"stdout": "",
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"stderr": "Execution timed out.",
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"result": None,
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"plots": [],
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"dataframes": []
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}
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def _execute_sql(self, code: str, execution_id: str) -> dict:
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result = {
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"execution_id": execution_id,
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"status": "error",
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"stdout": "",
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"stderr": "",
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"result": None,
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"plots": [],
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"dataframes": []
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}
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try:
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conn = sqlite3.connect(self.temp_sqlite_db)
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cur = conn.cursor()
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cur.execute(code)
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if code.strip().lower().startswith("select"):
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columns = [description[0] for description in cur.description]
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rows = cur.fetchall()
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df = pd.DataFrame(rows, columns=columns)
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result["dataframes"].append({
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"name": "query_result",
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"head": df.head().to_dict(),
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"shape": df.shape,
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"dtypes": str(df.dtypes)
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})
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else:
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conn.commit()
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result["status"] = "success"
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result["stdout"] = "Query executed successfully."
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except Exception as e:
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result["stderr"] = str(e)
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finally:
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conn.close()
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return result
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def _execute_c(self, code: str, execution_id: str) -> dict:
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temp_dir = tempfile.mkdtemp()
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source_path = os.path.join(temp_dir, "program.c")
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binary_path = os.path.join(temp_dir, "program")
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try:
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with open(source_path, "w") as f:
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f.write(code)
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compile_proc = subprocess.run(
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["gcc", source_path, "-o", binary_path],
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capture_output=True, text=True, timeout=self.max_execution_time
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)
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if compile_proc.returncode != 0:
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return {
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"execution_id": execution_id,
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"status": "error",
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"stdout": compile_proc.stdout,
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"stderr": compile_proc.stderr,
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"result": None,
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"plots": [],
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"dataframes": []
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}
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run_proc = subprocess.run(
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[binary_path],
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capture_output=True, text=True, timeout=self.max_execution_time
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)
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return {
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"execution_id": execution_id,
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"status": "success" if run_proc.returncode == 0 else "error",
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"stdout": run_proc.stdout,
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"stderr": run_proc.stderr,
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"result": None,
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"plots": [],
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"dataframes": []
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}
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except Exception as e:
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return {
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"execution_id": execution_id,
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"status": "error",
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"stdout": "",
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"stderr": str(e),
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"result": None,
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"plots": [],
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"dataframes": []
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}
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def _execute_java(self, code: str, execution_id: str) -> dict:
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temp_dir = tempfile.mkdtemp()
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source_path = os.path.join(temp_dir, "Main.java")
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try:
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with open(source_path, "w") as f:
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f.write(code)
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compile_proc = subprocess.run(
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["javac", source_path],
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capture_output=True, text=True, timeout=self.max_execution_time
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)
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if compile_proc.returncode != 0:
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return {
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"execution_id": execution_id,
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"status": "error",
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"stdout": compile_proc.stdout,
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"stderr": compile_proc.stderr,
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"result": None,
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"plots": [],
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"dataframes": []
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}
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run_proc = subprocess.run(
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["java", "-cp", temp_dir, "Main"],
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capture_output=True, text=True, timeout=self.max_execution_time
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)
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return {
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"execution_id": execution_id,
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"status": "success" if run_proc.returncode == 0 else "error",
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"stdout": run_proc.stdout,
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"stderr": run_proc.stderr,
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"result": None,
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"plots": [],
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"dataframes": []
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}
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except Exception as e:
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return {
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"execution_id": execution_id,
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"status": "error",
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"stdout": "",
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"stderr": str(e),
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"result": None,
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"plots": [],
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"dataframes": []
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}
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