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Runtime error
File size: 2,456 Bytes
a48a1c7 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 | from process.code_interpreter import CodeInterpreter
interpreter_instance = CodeInterpreter()
from langchain_core.tools import tool
@tool
def execute_code_multilang(code: str, language: str = "python") -> str:
"""Execute code in multiple languages (Python, Bash, SQL, C, Java) and return results.
Args:
code (str): The source code to execute.
language (str): The language of the code. Supported: "python", "bash", "sql", "c", "java".
Returns:
A string summarizing the execution results (stdout, stderr, errors, plots, dataframes if any).
"""
supported_languages = ["python", "bash", "sql", "c", "java"]
language = language.lower()
if language not in supported_languages:
return f"❌ Unsupported language: {language}. Supported languages are: {', '.join(supported_languages)}"
result = interpreter_instance.execute_code(code, language=language)
response = []
if result["status"] == "success":
response.append(f"✅ Code executed successfully in **{language.upper()}**")
if result.get("stdout"):
response.append(
"\n**Standard Output:**\n```\n" + result["stdout"].strip() + "\n```"
)
if result.get("stderr"):
response.append(
"\n**Standard Error (if any):**\n```\n"
+ result["stderr"].strip()
+ "\n```"
)
if result.get("result") is not None:
response.append(
"\n**Execution Result:**\n```\n"
+ str(result["result"]).strip()
+ "\n```"
)
if result.get("dataframes"):
for df_info in result["dataframes"]:
response.append(
f"\n**DataFrame `{df_info['name']}` (Shape: {df_info['shape']})**"
)
df_preview = pd.DataFrame(df_info["head"])
response.append("First 5 rows:\n```\n" + str(df_preview) + "\n```")
if result.get("plots"):
response.append(
f"\n**Generated {len(result['plots'])} plot(s)** (Image data returned separately)"
)
else:
response.append(f"❌ Code execution failed in **{language.upper()}**")
if result.get("stderr"):
response.append(
"\n**Error Log:**\n```\n" + result["stderr"].strip() + "\n```"
)
return "\n".join(response)
|