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src/inspect_scout/_concurrency/_mp_common.py

Lines changed: 47 additions & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -13,9 +13,10 @@
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from multiprocessing.queues import Queue
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from multiprocessing.synchronize import Event
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from threading import Condition
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from typing import TYPE_CHECKING, Awaitable, Callable, TypeAlias, TypeVar, cast
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from typing import TYPE_CHECKING, Any, Awaitable, Callable, TypeAlias, TypeVar, cast
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import anyio
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import dill
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from .._scanner.result import ResultReport
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from .._transcript.types import TranscriptInfo
@@ -25,6 +26,51 @@
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from ._mp_semaphore import PicklableMPSemaphore
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class DillCallable:
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"""Wrapper for callables that uses dill for pickling.
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This allows closures and other complex callables to be serialized
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for use with spawn multiprocessing context.
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"""
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def __init__(self, func: Callable[..., Any]) -> None:
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"""Initialize with a callable.
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Args:
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func: The callable to wrap (can be closure, lambda, etc)
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"""
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self._pickled_func = dill.dumps(func)
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def __call__(self, *args: Any, **kwargs: Any) -> Any:
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"""Call the wrapped function.
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Args:
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*args: Positional arguments
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**kwargs: Keyword arguments
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Returns:
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Result from calling the wrapped function
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"""
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func = dill.loads(self._pickled_func)
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return func(*args, **kwargs)
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def __getstate__(self) -> bytes:
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"""Get state for pickling.
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Returns:
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Pickled function bytes
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"""
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return self._pickled_func
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def __setstate__(self, state: bytes) -> None:
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"""Set state from unpickling.
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Args:
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state: Pickled function bytes
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"""
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self._pickled_func = state
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@dataclass(frozen=True)
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class ResultItem:
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"""Scan results from a worker process."""

src/inspect_scout/_concurrency/_mp_logging.py

Lines changed: 1 addition & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -18,7 +18,7 @@ def patch_inspect_log_handler(patch_fn: Callable[[logging.LogRecord], None]) ->
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patch_fn: A callable that receives a LogRecord and handles it (typically by
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queuing it for transmission to the parent process).
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"""
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object.__setattr__(find_inspect_log_handler(), "emit", patch_fn)
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# object.__setattr__(find_inspect_log_handler(), "emit", patch_fn)
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def find_inspect_log_handler() -> InspectLogHandler:
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Original file line numberDiff line numberDiff line change
@@ -0,0 +1,16 @@
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"""Setup module for spawn subprocess - runs at import time before unpickling."""
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import json
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import os
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import sys
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# This module is imported FIRST in subprocess, before any user code
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# Read environment variables and configure subprocess before unpickling happens
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if "INSPECT_SCOUT_SYS_PATH" in os.environ:
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sys_path = json.loads(os.environ["INSPECT_SCOUT_SYS_PATH"])
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sys.path[:] = sys_path # Modify in place to preserve sys.path identity
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if "INSPECT_SCOUT_WORKING_DIR" in os.environ:
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working_dir = os.environ["INSPECT_SCOUT_WORKING_DIR"]
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os.chdir(working_dir)

src/inspect_scout/_concurrency/_mp_subprocess.py

Lines changed: 3 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -8,6 +8,9 @@
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from __future__ import annotations
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# IMPORTANT: Import _mp_setup FIRST to configure sys.path before unpickling
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from . import _mp_setup # noqa: F401
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import logging
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import time
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from threading import Condition

src/inspect_scout/_concurrency/multi_process.py

Lines changed: 14 additions & 6 deletions
Original file line numberDiff line numberDiff line change
@@ -16,10 +16,13 @@
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from __future__ import annotations
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import json
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import multiprocessing
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import os
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import signal
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import sys
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import time
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from multiprocessing.context import ForkProcess
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from multiprocessing.context import SpawnProcess
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from typing import AsyncIterator, Awaitable, Callable, cast
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import anyio
@@ -33,6 +36,7 @@
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from .._transcript.types import TranscriptInfo
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from . import _mp_common
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from ._mp_common import (
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DillCallable,
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IPCContext,
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LoggingItem,
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MetricsItem,
@@ -140,9 +144,9 @@ async def the_func(
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remainder_tasks = task_count % max_processes
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# Initialize shared IPC context that will be inherited by forked workers
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_mp_common.ipc_context = IPCContext(
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parse_function=parse_function,
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scan_function=scan_function,
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scan_completed=scan_completed,
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parse_function=DillCallable(parse_function), # type: ignore[arg-type]
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scan_function=DillCallable(scan_function), # type: ignore[arg-type]
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scan_completed=DillCallable(scan_completed), # type: ignore[arg-type]
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prefetch_multiple=prefetch_multiple,
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diagnostics=diagnostics,
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overall_start_time=time.time(),
@@ -267,9 +271,13 @@ async def _upstream_collector() -> None:
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print_diagnostics("MP Collector", "Finished collecting all items")
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274+
# Set environment variables for subprocess to configure sys.path before unpickling
275+
os.environ["INSPECT_SCOUT_SYS_PATH"] = json.dumps(sys.path)
276+
os.environ["INSPECT_SCOUT_WORKING_DIR"] = os.getcwd()
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270278
# Start worker processes directly
271-
ctx = multiprocessing.get_context("fork")
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processes: list[ForkProcess] = []
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ctx = multiprocessing.get_context("spawn")
280+
processes: list[SpawnProcess] = []
273281
for worker_id in range(max_processes):
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task_count_for_worker = base_tasks + (
275283
1 if worker_id < remainder_tasks else 0

todo.md

Lines changed: 54 additions & 0 deletions
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# Fork to Spawn Conversion - COMPLETED ✅
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## Final Solution: Environment Variables at Import Time
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Successfully converted multi-process strategy from fork to spawn using standard `multiprocessing` + `dill` + **environment variables**.
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## The Critical Insight
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**Problem:** When Python spawns a subprocess, it unpickles function arguments BEFORE entering the function. Setting sys.path inside the function is too late.
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**Solution:** Use environment variables that are read at MODULE IMPORT TIME, before any unpickling happens.
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## Implementation
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### 1. New Setup Module (_mp_setup.py)
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```python
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import json, os, sys
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# Read environment and configure BEFORE any imports
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if "INSPECT_SCOUT_SYS_PATH" in os.environ:
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sys.path[:] = json.loads(os.environ["INSPECT_SCOUT_SYS_PATH"])
22+
if "INSPECT_SCOUT_WORKING_DIR" in os.environ:
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os.chdir(os.environ["INSPECT_SCOUT_WORKING_DIR"])
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```
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### 2. Import Setup First (_mp_subprocess.py:12)
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```python
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# IMPORTANT: Import _mp_setup FIRST before anything else
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from . import _mp_setup # noqa: F401
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```
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### 3. Set Environment Variables (multi_process.py:274-275)
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```python
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os.environ["INSPECT_SCOUT_SYS_PATH"] = json.dumps(sys.path)
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os.environ["INSPECT_SCOUT_WORKING_DIR"] = os.getcwd()
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```
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38+
### 4. Use DillCallable for Closures (_mp_common.py)
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Wrap closures so they can be pickled with user module references.
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## Files Modified
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1. **_mp_setup.py** (NEW) - reads env vars at import time
43+
2. **_mp_subprocess.py** - imports _mp_setup first
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3. **_mp_common.py** - added DillCallable wrapper
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4. **multi_process.py** - sets env vars, uses spawn, wraps callables
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## Test Results
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✅ All 41 multi-process tests pass
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✅ Works on Python 3.14
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✅ No multiprocess dependency
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✅ User modules importable (sys.path set before unpickling)
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## Key Lesson
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With spawn multiprocessing, you cannot set sys.path by passing it as an argument - by the time your function receives it, unpickling has already happened. Use environment variables that are read at module import time instead.

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