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Enhance async tool execution and error handling in Hermes agent for Atropos integration
- Updated `.gitignore` to exclude `testlogs` directory. - Refactored `handle_web_function_call` in `model_tools.py` to support running async functions in existing event loops, improving compatibility with Atropos. - Introduced a thread pool executor in `agent_loop.py` for running synchronous tool calls that internally use `asyncio.run()`, preventing deadlocks. - Added `ToolError` class to track tool execution errors, enhancing error reporting during agent loops. - Updated `wandb_log` method in `hermes_base_env.py` to log tool error statistics for better monitoring. - Implemented patches in `patches.py` to ensure async-safe operation of tools within Atropos's event loop. - Enhanced `ToolContext` and `terminal_tool.py` to utilize the new async handling, improving overall tool execution reliability.
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9 changed files with 540 additions and 64 deletions
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@ -2,6 +2,7 @@
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"""File Tools Module - LLM agent file manipulation tools."""
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import json
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import os
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import threading
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from typing import Optional
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from tools.file_operations import ShellFileOperations
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@ -11,23 +12,85 @@ _file_ops_cache: dict = {}
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def _get_file_ops(task_id: str = "default") -> ShellFileOperations:
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"""Get or create ShellFileOperations for a terminal environment."""
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from tools.terminal_tool import _active_environments, _env_lock, _LocalEnvironment
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"""Get or create ShellFileOperations for a terminal environment.
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Respects the TERMINAL_ENV setting -- if the task_id doesn't have an
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environment yet, creates one using the configured backend (local, docker,
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modal, etc.) rather than always defaulting to local.
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"""
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from tools.terminal_tool import (
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_active_environments, _env_lock, _create_environment,
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_get_env_config, _last_activity, _start_cleanup_thread,
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_check_disk_usage_warning,
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)
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import time
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# Fast path: check cache without heavy locks
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with _file_ops_lock:
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if task_id in _file_ops_cache:
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return _file_ops_cache[task_id]
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# Check if we need to create a new environment
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needs_creation = False
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with _env_lock:
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if task_id not in _active_environments:
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needs_creation = True
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# Create environment OUTSIDE locks so we don't block other rollouts
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# during slow Modal/Docker startup (~10s)
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if needs_creation:
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config = _get_env_config()
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env_type = config["env_type"]
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if env_type == "docker":
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image = config["docker_image"]
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elif env_type == "singularity":
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image = config["singularity_image"]
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elif env_type == "modal":
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image = config["modal_image"]
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else:
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image = ""
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cwd = config["cwd"]
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_check_disk_usage_warning()
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if not os.getenv("HERMES_QUIET"):
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print(f"[FileTools] Creating new {env_type} environment for task {task_id[:8]}...", flush=True)
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new_env = _create_environment(
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env_type=env_type,
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image=image,
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cwd=cwd,
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timeout=config["timeout"],
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)
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# Store under lock (brief) -- do NOT call _start_cleanup_thread inside
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# the lock because it also acquires _env_lock (non-reentrant = deadlock)
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created = False
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with _env_lock:
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if task_id not in _active_environments:
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import os
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env = _LocalEnvironment(cwd=os.getcwd(), timeout=60)
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_active_environments[task_id] = env
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terminal_env = _active_environments[task_id]
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_active_environments[task_id] = new_env
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created = True
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else:
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try:
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if hasattr(new_env, 'stop'):
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new_env.stop()
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except Exception:
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pass
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file_ops = ShellFileOperations(terminal_env)
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if created:
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_start_cleanup_thread()
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if not os.getenv("HERMES_QUIET"):
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print(f"[FileTools] {env_type} environment ready for task {task_id[:8]}", flush=True)
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# Now get the environment and build file_ops
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with _env_lock:
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_last_activity[task_id] = time.time()
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terminal_env = _active_environments[task_id]
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file_ops = ShellFileOperations(terminal_env)
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with _file_ops_lock:
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_file_ops_cache[task_id] = file_ops
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return file_ops
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return file_ops
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def clear_file_ops_cache(task_id: str = None):
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@ -56,6 +119,7 @@ def write_file_tool(path: str, content: str, task_id: str = "default") -> str:
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result = file_ops.write_file(path, content)
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return json.dumps(result.to_dict(), ensure_ascii=False)
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except Exception as e:
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print(f"[FileTools] write_file error: {type(e).__name__}: {e}", flush=True)
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return json.dumps({"error": str(e)}, ensure_ascii=False)
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