287 lines
11 KiB
Python
287 lines
11 KiB
Python
"""Asset synchronization helpers for Modal-backed execution."""
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from __future__ import annotations
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import hashlib
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import json
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import logging
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import os
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import tempfile
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import time
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import zipfile
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from dataclasses import dataclass
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from pathlib import Path
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from typing import Any, Protocol
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from .settings import ModalSyncSettings, get_settings
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logger = logging.getLogger(__name__)
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_SYNC_EXTENSIONS = {".safetensors", ".ckpt", ".pt", ".vae"}
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_SKIP_DIRS = {".git", "__pycache__", ".pytest_cache", ".mypy_cache"}
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class VolumeBackend(Protocol):
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"""Minimal storage interface needed by the sync engine."""
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def exists(self, remote_path: str) -> bool:
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"""Return whether the remote path already exists."""
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def put_file(self, local_path: Path, remote_path: str) -> None:
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"""Upload a local file into the remote storage backend."""
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def put_bytes(self, payload: bytes, remote_path: str) -> None:
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"""Upload raw bytes into the remote storage backend."""
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@dataclass(frozen=True)
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class SyncedAsset:
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"""Description of a local asset mirrored into the remote storage root."""
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local_path: Path
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remote_path: str
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sha256: str
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class LocalMirrorVolume:
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"""Simple filesystem-backed volume used for tests and dry runs."""
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def __init__(self, root: Path) -> None:
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"""Initialize the local mirror volume root."""
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self.root = root
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self.root.mkdir(parents=True, exist_ok=True)
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def exists(self, remote_path: str) -> bool:
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"""Return whether a file already exists in the local mirror."""
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return self._resolve(remote_path).exists()
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def put_file(self, local_path: Path, remote_path: str) -> None:
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"""Copy a local file into the mirror volume."""
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target = self._resolve(remote_path)
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target.parent.mkdir(parents=True, exist_ok=True)
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target.write_bytes(local_path.read_bytes())
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def put_bytes(self, payload: bytes, remote_path: str) -> None:
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"""Write bytes into the mirror volume."""
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target = self._resolve(remote_path)
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target.parent.mkdir(parents=True, exist_ok=True)
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target.write_bytes(payload)
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def _resolve(self, remote_path: str) -> Path:
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"""Resolve a remote storage path relative to the mirror root."""
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return self.root / remote_path.lstrip("/")
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@dataclass
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class ModalAssetSyncEngine:
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"""Content-addressable storage sync engine for files and custom nodes."""
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volume: VolumeBackend
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settings: ModalSyncSettings
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@classmethod
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def from_environment(cls, settings: ModalSyncSettings | None = None) -> "ModalAssetSyncEngine":
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"""Create a sync engine using the local mirror backend by default."""
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resolved_settings = settings or get_settings()
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backend = LocalMirrorVolume(resolved_settings.local_storage_root)
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return cls(volume=backend, settings=resolved_settings)
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def sync_file(self, local_path: Path, remote_folder: str = "/assets") -> SyncedAsset:
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"""Sync a file into content-addressable remote storage."""
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resolved_path = local_path.expanduser().resolve()
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if not resolved_path.is_file():
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raise FileNotFoundError(f"Asset not found: {resolved_path}")
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sha256 = self._hash_file(resolved_path)
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marker_path = f"/hashes/{sha256}.done"
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remote_path = f"{remote_folder.rstrip('/')}/{sha256}_{resolved_path.name}"
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if not self.volume.exists(marker_path):
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logger.info("Syncing %s to %s", resolved_path, remote_path)
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self.volume.put_file(resolved_path, remote_path)
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self.volume.put_bytes(
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json.dumps({"source": str(resolved_path), "remote_path": remote_path}).encode(
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"utf-8"
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),
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marker_path,
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)
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else:
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logger.debug("Asset already mirrored for sha=%s", sha256)
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return SyncedAsset(local_path=resolved_path, remote_path=remote_path, sha256=sha256)
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def sync_prompt_inputs(self, inputs: dict[str, Any]) -> tuple[dict[str, Any], list[SyncedAsset]]:
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"""Rewrite file-like prompt inputs to mirrored storage paths."""
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synced_assets: list[SyncedAsset] = []
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sync_started_at = time.perf_counter()
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logger.info("Scanning prompt inputs for syncable assets.")
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def rewrite(value: Any) -> Any:
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if isinstance(value, str):
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maybe_path = self._resolve_model_path(value)
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if maybe_path is not None:
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synced_asset = self.sync_file(maybe_path)
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synced_assets.append(synced_asset)
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return synced_asset.remote_path
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return value
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if isinstance(value, list):
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return [rewrite(item) for item in value]
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if isinstance(value, dict):
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return {str(key): rewrite(item) for key, item in value.items()}
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return value
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rewritten_inputs = rewrite(inputs)
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logger.info(
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"Finished scanning prompt inputs in %.3fs with %d synced assets.",
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time.perf_counter() - sync_started_at,
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len(synced_assets),
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)
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return rewritten_inputs, synced_assets
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def sync_custom_nodes_directory(self) -> SyncedAsset | None:
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"""Zip and mirror the local custom_nodes directory when available."""
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custom_nodes_dir = self.settings.custom_nodes_dir
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if custom_nodes_dir is None or not custom_nodes_dir.exists():
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logger.info("No custom_nodes directory detected for mirroring.")
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return None
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sync_started_at = time.perf_counter()
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logger.info("Hashing custom_nodes directory at %s", custom_nodes_dir)
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directory_hash = self._hash_directory(custom_nodes_dir)
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logger.info(
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"Finished hashing custom_nodes directory in %.3fs with digest %s.",
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time.perf_counter() - sync_started_at,
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directory_hash,
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)
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archive_name = self.settings.custom_nodes_archive_name
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marker_path = f"/hashes/custom_nodes_{directory_hash}.done"
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remote_path = f"/custom_nodes/{directory_hash}_{archive_name}"
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if self.volume.exists(marker_path):
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logger.info(
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"Custom_nodes bundle already mirrored at %s after %.3fs total sync time.",
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remote_path,
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time.perf_counter() - sync_started_at,
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)
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return SyncedAsset(
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local_path=custom_nodes_dir,
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remote_path=remote_path,
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sha256=directory_hash,
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)
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archive_started_at = time.perf_counter()
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logger.info("Creating custom_nodes archive for %s", custom_nodes_dir)
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archive_path = self._create_archive(custom_nodes_dir)
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logger.info(
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"Created custom_nodes archive %s in %.3fs.",
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archive_path,
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time.perf_counter() - archive_started_at,
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)
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try:
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logger.info("Syncing custom_nodes bundle from %s to %s", custom_nodes_dir, remote_path)
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self.volume.put_file(archive_path, remote_path)
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self.volume.put_bytes(
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json.dumps({"source": str(custom_nodes_dir), "remote_path": remote_path}).encode(
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"utf-8"
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),
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marker_path,
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)
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finally:
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archive_path.unlink(missing_ok=True)
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logger.info(
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"Finished custom_nodes sync to %s in %.3fs total.",
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remote_path,
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time.perf_counter() - sync_started_at,
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)
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return SyncedAsset(local_path=custom_nodes_dir, remote_path=remote_path, sha256=directory_hash)
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def _resolve_model_path(self, value: str) -> Path | None:
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"""Resolve a prompt string into a local model file path when possible."""
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path = Path(value).expanduser()
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if path.suffix.lower() not in _SYNC_EXTENSIONS:
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return None
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if path.is_file():
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return path.resolve()
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if os.path.isabs(value):
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return None
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try:
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import folder_paths
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except ModuleNotFoundError:
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folder_paths = None
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if folder_paths is not None:
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for folder_name in folder_paths.folder_names_and_paths:
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full_path = folder_paths.get_full_path(folder_name, value)
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if full_path is not None:
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return Path(full_path).resolve()
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if self.settings.comfyui_root is not None:
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candidate = self.settings.comfyui_root / value
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if candidate.is_file():
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return candidate.resolve()
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return None
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def _hash_file(self, path: Path) -> str:
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"""Compute the SHA256 digest for a file."""
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digest = hashlib.sha256()
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with path.open("rb") as handle:
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for chunk in iter(lambda: handle.read(1024 * 1024), b""):
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digest.update(chunk)
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return digest.hexdigest()
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def _hash_directory(self, path: Path) -> str:
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"""Compute a stable SHA256 digest for a directory tree."""
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hash_started_at = time.perf_counter()
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digest = hashlib.sha256()
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files = sorted(self._iter_files(path), key=lambda item: item.relative_to(path).as_posix())
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logger.info("Hashing %d files under %s", len(files), path)
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for child in files:
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relative_path = child.relative_to(path).as_posix()
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digest.update(relative_path.encode("utf-8"))
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digest.update(b"\0")
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digest.update(self._hash_file(child).encode("ascii"))
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digest.update(b"\0")
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logger.info(
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"Computed directory hash for %s over %d files in %.3fs.",
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path,
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len(files),
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time.perf_counter() - hash_started_at,
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)
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return digest.hexdigest()
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def _create_archive(self, path: Path) -> Path:
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"""Create a zip archive for the given directory tree."""
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archive_started_at = time.perf_counter()
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with tempfile.NamedTemporaryFile(
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prefix="comfy-modal-custom-nodes-",
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suffix=".zip",
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delete=False,
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) as handle:
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archive_path = Path(handle.name)
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files = sorted(self._iter_files(path), key=lambda item: item.relative_to(path).as_posix())
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logger.info("Archiving %d files from %s into %s", len(files), path, archive_path)
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with zipfile.ZipFile(archive_path, "w", compression=zipfile.ZIP_DEFLATED) as archive:
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for child in files:
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archive.write(child, arcname=child.relative_to(path))
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logger.info(
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"Finished archive build for %s in %.3fs.",
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path,
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time.perf_counter() - archive_started_at,
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)
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return archive_path
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def _iter_files(self, path: Path) -> list[Path]:
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"""Yield files from a directory tree while skipping cache folders."""
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files: list[Path] = []
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for root, dirnames, filenames in os.walk(path):
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dirnames[:] = [name for name in dirnames if name not in _SKIP_DIRS]
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for filename in filenames:
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files.append(Path(root) / filename)
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return files
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