feat(isolation): DynamicVRAM compatibility for process isolation

DynamicVRAM's on-demand model loading/offloading conflicted with  process isolation in three ways: RPC tensor transport stalls from mid-call GPU offload, race conditions between model lifecycle and active RPC operations, and false positive memory leak detection from changed finalizer patterns.

- Marshal CUDA tensors to CPU before RPC transport for dynamic models
- Add operation state tracking + quiescence waits at workflow boundaries
- Distinguish proxy reference release from actual leaks in cleanup_models_gc
- Fix init order: DynamicVRAM must initialize before isolation proxies
- Add RPC timeouts to prevent indefinite hangs on model unavailability
- Prevent proxy-of-proxy chains from DynamicVRAM model reload cycles
- Add torch.device/torch.dtype serializers for new DynamicVRAM RPC paths
- Guard isolation overhead so non-isolated workflows are unaffected
- Migrate env var to PYISOLATE_CHILD
This commit is contained in:
John Pollock
2026-03-04 23:48:02 -06:00
parent a0f8784e9f
commit 9250191c65
38 changed files with 94595 additions and 307 deletions

View File

@@ -1,5 +1,7 @@
from pathlib import Path
import sys
import logging
import re
# The path to the requirements.txt file
requirements_path = Path(__file__).parents[1] / "requirements.txt"
@@ -16,3 +18,34 @@ Please install the updated requirements.txt file by running:
{sys.executable} {extra}-m pip install -r {requirements_path}
If you are on the portable package you can run: update\\update_comfyui.bat to solve this problem.
""".strip()
def is_valid_version(version: str) -> bool:
"""Validate if a string is a valid semantic version (X.Y.Z format)."""
pattern = r"^(\d+)\.(\d+)\.(\d+)$"
return bool(re.match(pattern, version))
PACKAGE_VERSIONS = {}
def get_required_packages_versions():
if len(PACKAGE_VERSIONS) > 0:
return PACKAGE_VERSIONS.copy()
out = PACKAGE_VERSIONS
try:
with open(requirements_path, "r", encoding="utf-8") as f:
for line in f:
line = line.strip().replace(">=", "==")
s = line.split("==")
if len(s) == 2:
version_str = s[-1]
if not is_valid_version(version_str):
logging.error(f"Invalid version format in requirements.txt: {version_str}")
continue
out[s[0]] = version_str
return out.copy()
except FileNotFoundError:
logging.error("requirements.txt not found.")
return None
except Exception as e:
logging.error(f"Error reading requirements.txt: {e}")
return None