Files
deer-flow/backend/packages/harness/deerflow/agents/middlewares/thread_data_middleware.py
moose-lab 03b144f9c9 fix: replace print() with logging across harness package (#1282)
Replace all bare print() calls with proper logging using Python's
standard logging module across the deerflow harness package.

Changes across 8 files (16 print statements replaced):

- agents/middlewares/clarification_middleware.py: use logger.info/debug
- agents/middlewares/memory_middleware.py: use logger.debug
- agents/middlewares/thread_data_middleware.py: use logger.debug
- agents/middlewares/view_image_middleware.py: use logger.debug
- agents/memory/queue.py: use logger.info/debug/warning/error
- agents/lead_agent/prompt.py: use logger.error
- skills/loader.py: use logger.warning
- skills/parser.py: use logger.error

Each file follows the established codebase convention:
  import logging
  logger = logging.getLogger(__name__)

Log levels chosen based on message semantics:
- debug: routine operational details (directory creation, timer resets)
- info: significant state changes (memory queued, updates processed)
- warning: recoverable issues (config load failures, skipped updates)
- error: unexpected failures (parsing errors, memory update errors)

Note: client.py is intentionally excluded as it uses print() for
CLI output, which is the correct behavior for a command-line client.

Co-authored-by: moose-lab <moose-lab@users.noreply.github.com>
2026-03-27 23:15:35 +08:00

100 lines
3.5 KiB
Python

import logging
from typing import NotRequired, override
from langchain.agents import AgentState
from langchain.agents.middleware import AgentMiddleware
from langgraph.config import get_config
from langgraph.runtime import Runtime
from deerflow.agents.thread_state import ThreadDataState
from deerflow.config.paths import Paths, get_paths
logger = logging.getLogger(__name__)
class ThreadDataMiddlewareState(AgentState):
"""Compatible with the `ThreadState` schema."""
thread_data: NotRequired[ThreadDataState | None]
class ThreadDataMiddleware(AgentMiddleware[ThreadDataMiddlewareState]):
"""Create thread data directories for each thread execution.
Creates the following directory structure:
- {base_dir}/threads/{thread_id}/user-data/workspace
- {base_dir}/threads/{thread_id}/user-data/uploads
- {base_dir}/threads/{thread_id}/user-data/outputs
Lifecycle Management:
- With lazy_init=True (default): Only compute paths, directories created on-demand
- With lazy_init=False: Eagerly create directories in before_agent()
"""
state_schema = ThreadDataMiddlewareState
def __init__(self, base_dir: str | None = None, lazy_init: bool = True):
"""Initialize the middleware.
Args:
base_dir: Base directory for thread data. Defaults to Paths resolution.
lazy_init: If True, defer directory creation until needed.
If False, create directories eagerly in before_agent().
Default is True for optimal performance.
"""
super().__init__()
self._paths = Paths(base_dir) if base_dir else get_paths()
self._lazy_init = lazy_init
def _get_thread_paths(self, thread_id: str) -> dict[str, str]:
"""Get the paths for a thread's data directories.
Args:
thread_id: The thread ID.
Returns:
Dictionary with workspace_path, uploads_path, and outputs_path.
"""
return {
"workspace_path": str(self._paths.sandbox_work_dir(thread_id)),
"uploads_path": str(self._paths.sandbox_uploads_dir(thread_id)),
"outputs_path": str(self._paths.sandbox_outputs_dir(thread_id)),
}
def _create_thread_directories(self, thread_id: str) -> dict[str, str]:
"""Create the thread data directories.
Args:
thread_id: The thread ID.
Returns:
Dictionary with the created directory paths.
"""
self._paths.ensure_thread_dirs(thread_id)
return self._get_thread_paths(thread_id)
@override
def before_agent(self, state: ThreadDataMiddlewareState, runtime: Runtime) -> dict | None:
context = runtime.context or {}
thread_id = context.get("thread_id")
if thread_id is None:
config = get_config()
thread_id = config.get("configurable", {}).get("thread_id")
if thread_id is None:
raise ValueError("Thread ID is required in runtime context or config.configurable")
if self._lazy_init:
# Lazy initialization: only compute paths, don't create directories
paths = self._get_thread_paths(thread_id)
else:
# Eager initialization: create directories immediately
paths = self._create_thread_directories(thread_id)
logger.debug("Created thread data directories for thread %s", thread_id)
return {
"thread_data": {
**paths,
}
}