feat: Add composio tools compatibility to sandboxes (#2097)

This commit is contained in:
Matthew Zhou
2024-11-22 12:10:36 -08:00
committed by GitHub
parent 44df28417f
commit d12da645a0
5 changed files with 52 additions and 48 deletions

View File

@@ -6,7 +6,6 @@ import pickle
import runpy
import sys
import tempfile
import uuid
from typing import Any, Optional
from letta.log import get_logger
@@ -24,10 +23,9 @@ class ToolExecutionSandbox:
METADATA_CONFIG_STATE_KEY = "config_state"
REQUIREMENT_TXT_NAME = "requirements.txt"
# For generating long, random marker hashes
NAMESPACE = uuid.NAMESPACE_DNS
LOCAL_SANDBOX_RESULT_START_MARKER = str(uuid.uuid5(NAMESPACE, "local-sandbox-result-start-marker"))
LOCAL_SANDBOX_RESULT_END_MARKER = str(uuid.uuid5(NAMESPACE, "local-sandbox-result-end-marker"))
# This is the variable name in the auto-generated code that contains the function results
# We make this a long random string to avoid collisions with any variables in the user's code
LOCAL_SANDBOX_RESULT_VAR_NAME = "result_ZQqiequkcFwRwwGQMqkt"
def __init__(self, tool_name: str, args: dict, user_id: str, force_recreate=False):
self.tool_name = tool_name
@@ -62,17 +60,17 @@ class ToolExecutionSandbox:
"""
if tool_settings.e2b_api_key:
logger.info(f"Using e2b sandbox to execute {self.tool_name}")
code = self.generate_execution_script(wrap_print_with_markers=False, agent_state=agent_state)
code = self.generate_execution_script(agent_state=agent_state)
result = self.run_e2b_sandbox(code=code)
else:
logger.info(f"Using local sandbox to execute {self.tool_name}")
code = self.generate_execution_script(wrap_print_with_markers=True, agent_state=agent_state)
code = self.generate_execution_script(agent_state=agent_state)
result = self.run_local_dir_sandbox(code=code)
# Log out any stdout from the tool run
logger.info(f"Executed tool '{self.tool_name}', logging stdout from tool run: \n")
for log_line in result.stdout:
logger.info(f"{log_line}\n")
logger.info(f"{log_line}")
logger.info(f"Ending stdout log from tool run.")
# Return result
@@ -108,10 +106,11 @@ class ToolExecutionSandbox:
temp_file.flush()
temp_file_path = temp_file.name
# Save the old stdout
old_stdout = sys.stdout
try:
# Redirect stdout to capture script output
captured_stdout = io.StringIO()
old_stdout = sys.stdout
sys.stdout = captured_stdout
# Execute the temp file
@@ -119,7 +118,7 @@ class ToolExecutionSandbox:
result = runpy.run_path(temp_file_path, init_globals=env_vars)
# Fetch the result
func_result = result.get("result")
func_result = result.get(self.LOCAL_SANDBOX_RESULT_VAR_NAME)
func_return, agent_state = self.parse_best_effort(func_result)
# Restore stdout and collect captured output
@@ -139,12 +138,6 @@ class ToolExecutionSandbox:
sys.stdout = old_stdout
os.remove(temp_file_path)
def parse_out_function_results_markers(self, text: str):
marker_len = len(self.LOCAL_SANDBOX_RESULT_START_MARKER)
start_index = text.index(self.LOCAL_SANDBOX_RESULT_START_MARKER) + marker_len
end_index = text.index(self.LOCAL_SANDBOX_RESULT_END_MARKER)
return text[start_index:end_index], text[: start_index - marker_len] + text[end_index + +marker_len :]
# e2b sandbox specific functions
def run_e2b_sandbox(self, code: str) -> Optional[SandboxRunResult]:
@@ -169,7 +162,7 @@ class ToolExecutionSandbox:
return SandboxRunResult(
func_return=func_return,
agent_state=agent_state,
stdout=execution.logs.stdout,
stdout=execution.logs.stdout + execution.logs.stderr,
sandbox_config_fingerprint=sbx_config.fingerprint(),
)
@@ -229,14 +222,13 @@ class ToolExecutionSandbox:
args.append(arg.arg)
return args
def generate_execution_script(self, agent_state: AgentState, wrap_print_with_markers: bool = False) -> str:
def generate_execution_script(self, agent_state: AgentState) -> str:
"""
Generate code to run inside of execution sandbox.
Passes into a serialized agent state into the code, to be accessed by the tool.
Args:
agent_state (AgentState): The agent state
wrap_print_with_markers (bool): Whether to wrap print statements (?)
Returns:
code (str): The generated code strong
@@ -272,15 +264,15 @@ class ToolExecutionSandbox:
# TODO: handle wrapped print
code += (
'result = {"results": ' + self.invoke_function_call(inject_agent_state=inject_agent_state) + ', "agent_state": agent_state}\n'
self.LOCAL_SANDBOX_RESULT_VAR_NAME
+ ' = {"results": '
+ self.invoke_function_call(inject_agent_state=inject_agent_state)
+ ', "agent_state": agent_state}\n'
)
code += "result = base64.b64encode(pickle.dumps(result)).decode('utf-8')\n"
if wrap_print_with_markers:
code += f"sys.stdout.write('{self.LOCAL_SANDBOX_RESULT_START_MARKER}')\n"
code += f"sys.stdout.write(str(result))\n"
code += f"sys.stdout.write('{self.LOCAL_SANDBOX_RESULT_END_MARKER}')\n"
else:
code += "result\n"
code += (
f"{self.LOCAL_SANDBOX_RESULT_VAR_NAME} = base64.b64encode(pickle.dumps({self.LOCAL_SANDBOX_RESULT_VAR_NAME})).decode('utf-8')\n"
)
code += f"{self.LOCAL_SANDBOX_RESULT_VAR_NAME}\n"
return code