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191 changes: 191 additions & 0 deletions
191
autogpt_platform/backend/backend/blocks/code_executor.py
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Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,191 @@ | ||
from enum import Enum | ||
from typing import Literal | ||
|
||
from e2b_code_interpreter import Sandbox | ||
from pydantic import SecretStr | ||
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||
from backend.data.block import Block, BlockCategory, BlockOutput, BlockSchema | ||
from backend.data.model import ( | ||
APIKeyCredentials, | ||
CredentialsField, | ||
CredentialsMetaInput, | ||
SchemaField, | ||
) | ||
|
||
TEST_CREDENTIALS = APIKeyCredentials( | ||
id="01234567-89ab-cdef-0123-456789abcdef", | ||
provider="e2b", | ||
api_key=SecretStr("mock-e2b-api-key"), | ||
title="Mock E2B API key", | ||
expires_at=None, | ||
) | ||
TEST_CREDENTIALS_INPUT = { | ||
"provider": TEST_CREDENTIALS.provider, | ||
"id": TEST_CREDENTIALS.id, | ||
"type": TEST_CREDENTIALS.type, | ||
"title": TEST_CREDENTIALS.type, | ||
} | ||
|
||
|
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class ProgrammingLanguage(Enum): | ||
PYTHON = "python" | ||
JAVASCRIPT = "js" | ||
BASH = "bash" | ||
R = "r" | ||
JAVA = "java" | ||
|
||
|
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class CodeExecutionBlock(Block): | ||
# TODO : Add support to upload and download files | ||
# Currently, You can customized the CPU and Memory, only by creating a pre customized sandbox template | ||
class Input(BlockSchema): | ||
credentials: CredentialsMetaInput[Literal["e2b"], Literal["api_key"]] = ( | ||
CredentialsField( | ||
provider="e2b", | ||
supported_credential_types={"api_key"}, | ||
description="Enter your api key for the E2B Sandbox. You can get it in here - https://e2b.dev/docs", | ||
) | ||
) | ||
|
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# Todo : Option to run commond in background | ||
setup_commands: list[str] = SchemaField( | ||
description=( | ||
"Shell commands to set up the sandbox before running the code. " | ||
"You can use `curl` or `git` to install your desired Debian based " | ||
"package manager. `pip` and `npm` are pre-installed.\n\n" | ||
"These commands are executed with `sh`, in the foreground." | ||
), | ||
placeholder="pip install cowsay", | ||
default=[], | ||
advanced=False, | ||
) | ||
|
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code: str = SchemaField( | ||
description="Code to execute in the sandbox", | ||
placeholder="print('Hello, World!')", | ||
default="", | ||
advanced=False, | ||
) | ||
|
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language: ProgrammingLanguage = SchemaField( | ||
description="Programming language to execute", | ||
default=ProgrammingLanguage.PYTHON, | ||
advanced=False, | ||
) | ||
|
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timeout: int = SchemaField( | ||
description="Execution timeout in seconds", default=300 | ||
) | ||
|
||
template_id: str = SchemaField( | ||
description=( | ||
"You can use an E2B sandbox template by entering its ID here. " | ||
"Check out the E2B docs for more details: " | ||
"[E2B - Sandbox template](https://e2b.dev/docs/sandbox-template)" | ||
), | ||
default="", | ||
advanced=True, | ||
) | ||
|
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class Output(BlockSchema): | ||
response: str = SchemaField(description="Response from code execution") | ||
stdout_logs: str = SchemaField( | ||
description="Standard output logs from execution" | ||
) | ||
stderr_logs: str = SchemaField(description="Standard error logs from execution") | ||
error: str = SchemaField(description="Error message if execution failed") | ||
|
||
def __init__(self): | ||
super().__init__( | ||
id="0b02b072-abe7-11ef-8372-fb5d162dd712", | ||
description="Executes code in an isolated sandbox environment with internet access.", | ||
categories={BlockCategory.DEVELOPER_TOOLS}, | ||
input_schema=CodeExecutionBlock.Input, | ||
output_schema=CodeExecutionBlock.Output, | ||
test_credentials=TEST_CREDENTIALS, | ||
test_input={ | ||
"credentials": TEST_CREDENTIALS_INPUT, | ||
"code": "print('Hello World')", | ||
"language": ProgrammingLanguage.PYTHON.value, | ||
"setup_commands": [], | ||
"timeout": 300, | ||
"template_id": "", | ||
}, | ||
test_output=[ | ||
("response", "Hello World"), | ||
("stdout_logs", "Hello World\n"), | ||
], | ||
test_mock={ | ||
"execute_code": lambda code, language, setup_commands, timeout, api_key, template_id: ( | ||
"Hello World", | ||
"Hello World\n", | ||
"", | ||
), | ||
}, | ||
) | ||
|
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def execute_code( | ||
self, | ||
code: str, | ||
language: ProgrammingLanguage, | ||
setup_commands: list[str], | ||
timeout: int, | ||
api_key: str, | ||
template_id: str, | ||
): | ||
try: | ||
sandbox = None | ||
if template_id: | ||
sandbox = Sandbox( | ||
template=template_id, api_key=api_key, timeout=timeout | ||
) | ||
else: | ||
sandbox = Sandbox(api_key=api_key, timeout=timeout) | ||
|
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if not sandbox: | ||
raise Exception("Sandbox not created") | ||
|
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# Running setup commands | ||
for cmd in setup_commands: | ||
sandbox.commands.run(cmd) | ||
|
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# Executing the code | ||
execution = sandbox.run_code( | ||
code, | ||
language=language.value, | ||
on_error=lambda e: sandbox.kill(), # Kill the sandbox if there is an error | ||
) | ||
|
||
if execution.error: | ||
raise Exception(execution.error) | ||
|
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response = execution.text | ||
stdout_logs = "".join(execution.logs.stdout) | ||
stderr_logs = "".join(execution.logs.stderr) | ||
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return response, stdout_logs, stderr_logs | ||
|
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except Exception as e: | ||
raise e | ||
|
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def run( | ||
self, input_data: Input, *, credentials: APIKeyCredentials, **kwargs | ||
) -> BlockOutput: | ||
try: | ||
response, stdout_logs, stderr_logs = self.execute_code( | ||
input_data.code, | ||
input_data.language, | ||
input_data.setup_commands, | ||
input_data.timeout, | ||
credentials.api_key.get_secret_value(), | ||
input_data.template_id, | ||
) | ||
|
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if response: | ||
yield "response", response | ||
if stdout_logs: | ||
yield "stdout_logs", stdout_logs | ||
if stderr_logs: | ||
yield "stderr_logs", stderr_logs | ||
except Exception as e: | ||
yield "error", str(e) |
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