# Ephemeral pre-quantized expert-weight lifecycle # SPDX-License-Identifier: Apache-2.0 from __future__ import annotations import atexit import json import os from pathlib import Path import re import signal import stat import time from typing import Any, Iterable MANIFEST_NAME = "kt-ephemeral-manifest.json" STAGING_LEASE_NAME = "kt-ephemeral-staging-lease.json" SCHEMA_VERSION = 1 _EPHEMERAL_BASE = Path("/dev/shm") _RUN_ID_RE = re.compile(r"^[A-Za-z0-9][A-Za-z0-9._-]{5,127}$") _KT_FILE_RE = re.compile(r"^INT8_(gate|up|down)_(\d+)_.*Byte_(quant|scale)_\.kt$") def _validated_run_id(run_id: str) -> str: if not _RUN_ID_RE.fullmatch(run_id): raise ValueError( "ephemeral INT8 run_id must be 6-128 characters containing only " "letters, digits, '.', '_' or '-'" ) return run_id def validate_ephemeral_run_id(run_id: str) -> str: """Validate a run id before it is used to construct a /dev/shm path.""" return _validated_run_id(run_id) def _validate_owned_root( root: str | os.PathLike[str], *, run_id: str, staging: bool, ) -> Path: run_id = _validated_run_id(run_id) base = _EPHEMERAL_BASE.resolve(strict=True) path = Path(root) if not path.is_absolute(): raise ValueError("ephemeral INT8 weight root must be an absolute path") expected_name = f"kt-int8-{run_id}" + (".staging" if staging else "") if path.name != expected_name: raise ValueError( f"ephemeral INT8 weight root must be named {expected_name!r}, got {path.name!r}" ) if path.is_symlink(): raise ValueError(f"ephemeral INT8 weight root must not be a symlink: {path}") resolved = path.resolve(strict=True) if resolved.parent != base: raise ValueError( f"ephemeral INT8 weight root must be a direct child of {base}, got {resolved}" ) root_stat = resolved.stat() if root_stat.st_uid != os.getuid(): raise PermissionError( f"ephemeral INT8 weight root is owned by uid {root_stat.st_uid}, " f"expected {os.getuid()}" ) if root_stat.st_mode & (stat.S_IWGRP | stat.S_IWOTH): raise PermissionError( "ephemeral INT8 weight root must not be group- or world-writable" ) return resolved def _atomic_write_manifest(root: Path, manifest: dict[str, Any]) -> None: target = root / MANIFEST_NAME temporary = root / f".{MANIFEST_NAME}.{os.getpid()}.tmp" payload = json.dumps(manifest, sort_keys=True, separators=(",", ":")) with temporary.open("x", encoding="utf-8") as handle: handle.write(payload) handle.flush() os.fsync(handle.fileno()) os.replace(temporary, target) def _scan_layer( root: Path, layer_idx: int, *, numa_count: int, expert_num: int, ) -> dict[str, Any]: layer_dir = root / f"_layer_{layer_idx}" if not layer_dir.is_dir() or layer_dir.is_symlink(): raise ValueError(f"missing or unsafe INT8 layer directory: {layer_dir}") files: list[dict[str, Any]] = [] observed: set[tuple[int, str, int, str]] = set() expected_dirs = {f"_numa_{numa_idx}" for numa_idx in range(numa_count)} layer_entries = list(layer_dir.iterdir()) if any(not entry.is_dir() for entry in layer_entries): raise ValueError(f"layer {layer_idx} contains entries outside NUMA directories") actual_dirs = {entry.name for entry in layer_entries} if actual_dirs != expected_dirs: raise ValueError( f"layer {layer_idx} NUMA directories mismatch: " f"expected {sorted(expected_dirs)}, got {sorted(actual_dirs)}" ) for numa_idx in range(numa_count): numa_dir = layer_dir / f"_numa_{numa_idx}" if numa_dir.is_symlink(): raise ValueError(f"NUMA directory must not be a symlink: {numa_dir}") for entry in numa_dir.iterdir(): if entry.is_symlink() or not entry.is_file(): raise ValueError(f"unexpected non-regular INT8 weight entry: {entry}") match = _KT_FILE_RE.fullmatch(entry.name) if match is None: raise ValueError(f"unexpected INT8 .kt filename: {entry.name}") projection, expert_text, kind = match.groups() expert_idx = int(expert_text) if not 0 <= expert_idx < expert_num: raise ValueError( f"layer {layer_idx} has out-of-range expert {expert_idx}" ) identity = (numa_idx, projection, expert_idx, kind) if identity in observed: raise ValueError( f"layer {layer_idx} has duplicate INT8 file for {identity}" ) observed.add(identity) size_bytes = entry.stat().st_size if size_bytes <= 0: raise ValueError(f"INT8 .kt file is empty: {entry}") files.append( { "path": entry.relative_to(root).as_posix(), "size_bytes": size_bytes, } ) expected = { (numa_idx, projection, expert_idx, kind) for numa_idx in range(numa_count) for projection in ("gate", "up", "down") for expert_idx in range(expert_num) for kind in ("quant", "scale") } missing = expected - observed if missing: sample = sorted(missing)[:3] raise ValueError( f"layer {layer_idx} is missing {len(missing)} INT8 files; sample={sample}" ) return { "index": layer_idx, "numa_count": numa_count, "state": "ready", "files": sorted(files, key=lambda item: item["path"]), "bytes": sum(item["size_bytes"] for item in files), } def publish_ephemeral_int8_weights( staging_root: str | os.PathLike[str], *, run_id: str, layer_indices: Iterable[int], numa_count: int, expert_num: int, hidden_size: int, intermediate_size: int, ) -> Path: """Validate a complete staging tree, publish its manifest, then rename it.""" if numa_count <= 0 or expert_num <= 0 or hidden_size <= 0 or intermediate_size <= 0: raise ValueError( "ephemeral INT8 model dimensions and NUMA count must be positive" ) staging = _validate_owned_root(staging_root, run_id=run_id, staging=True) lease_path = staging / STAGING_LEASE_NAME if lease_path.exists() or lease_path.is_symlink(): if lease_path.is_symlink() or not lease_path.is_file(): raise ValueError(f"unsafe ephemeral staging lease: {lease_path}") with lease_path.open("r", encoding="utf-8") as handle: lease = json.load(handle) expected_lease = { "schema_version": SCHEMA_VERSION, "run_id": run_id, "owner_uid": os.getuid(), } for key, expected in expected_lease.items(): if lease.get(key) != expected: raise ValueError( f"ephemeral staging lease {key} mismatch: " f"expected {expected!r}, got {lease.get(key)!r}" ) lease_path.unlink() unique_layers = sorted(set(int(index) for index in layer_indices)) expected_root_entries = {f"_layer_{index}" for index in unique_layers} actual_root_entries = {entry.name for entry in staging.iterdir()} if actual_root_entries != expected_root_entries: raise ValueError( "ephemeral INT8 staging root entries mismatch: " f"expected {sorted(expected_root_entries)}, got {sorted(actual_root_entries)}" ) layers = [ _scan_layer( staging, int(layer_idx), numa_count=int(numa_count), expert_num=int(expert_num), ) for layer_idx in unique_layers ] if not layers: raise ValueError("ephemeral INT8 manifest requires at least one expert layer") manifest = { "schema_version": SCHEMA_VERSION, "state": "ready", "run_id": run_id, "owner_uid": os.getuid(), "producer_pid": os.getpid(), "created_unix_ns": time.time_ns(), "expert_weight_format": "int8", "backend": "AMXINT8", "threadpool_count": int(numa_count), "expert_num": int(expert_num), "hidden_size": int(hidden_size), "intermediate_size": int(intermediate_size), "layers": layers, "bytes": sum(layer["bytes"] for layer in layers), } _atomic_write_manifest(staging, manifest) ready = staging.with_name(f"kt-int8-{run_id}") if ready.exists() or ready.is_symlink(): raise FileExistsError(f"ephemeral INT8 ready root already exists: {ready}") os.replace(staging, ready) return ready def cleanup_ephemeral_int8_staging( staging_root: str | os.PathLike[str], *, run_id: str, ) -> None: """Remove only a validated, caller-owned staging root without following links.""" root = _validate_owned_root(staging_root, run_id=run_id, staging=True) for current, directories, files in os.walk(root, topdown=False, followlinks=False): current_path = Path(current) for filename in files: entry = current_path / filename entry.unlink() for dirname in directories: entry = current_path / dirname if entry.is_symlink(): entry.unlink() else: entry.rmdir() root.rmdir() def write_ephemeral_staging_lease( staging_root: str | os.PathLike[str], *, run_id: str, producer_pid: int, ) -> None: """Record the live producer so an orphaned staging tree can be reclaimed safely.""" if int(producer_pid) <= 0: raise ValueError(f"producer_pid must be positive, got {producer_pid}") root = _validate_owned_root(staging_root, run_id=run_id, staging=True) lease = { "schema_version": SCHEMA_VERSION, "run_id": run_id, "owner_uid": os.getuid(), "producer_pid": int(producer_pid), } target = root / STAGING_LEASE_NAME temporary = root / f".{STAGING_LEASE_NAME}.{os.getpid()}.tmp" payload = json.dumps(lease, sort_keys=True, separators=(",", ":")) with temporary.open("x", encoding="utf-8") as handle: handle.write(payload) handle.flush() os.fsync(handle.fileno()) os.replace(temporary, target) def reclaim_stale_ephemeral_int8_staging( staging_root: str | os.PathLike[str], *, run_id: str, ) -> bool: """Remove a strict, owned staging tree only when its recorded producer is gone.""" root = _validate_owned_root(staging_root, run_id=run_id, staging=True) lease_path = root / STAGING_LEASE_NAME if lease_path.is_symlink() or not lease_path.is_file(): raise RuntimeError( f"refusing to reclaim staging root without a regular {STAGING_LEASE_NAME}: {root}" ) with lease_path.open("r", encoding="utf-8") as handle: lease = json.load(handle) expected = { "schema_version": SCHEMA_VERSION, "run_id": run_id, "owner_uid": os.getuid(), } for key, value in expected.items(): if lease.get(key) != value: raise RuntimeError( f"refusing to reclaim staging root with mismatched {key}: " f"expected {value!r}, got {lease.get(key)!r}" ) producer_pid = int(lease.get("producer_pid", 0)) if producer_pid <= 0: raise RuntimeError( "refusing to reclaim staging root with an invalid producer_pid" ) if Path(f"/proc/{producer_pid}").exists(): return False cleanup_ephemeral_int8_staging(root, run_id=run_id) return True class EphemeralKTWeightStore: """Manifest-guarded, exact-file cleanup for one ephemeral INT8 run.""" def __init__(self, root: Path, manifest: dict[str, Any]): self.root = root self.manifest = manifest self._closed = False self._previous_handlers: dict[signal.Signals, Any] = {} atexit.register(self.cleanup) self._install_signal_handlers() @classmethod def open( cls, root: str | os.PathLike[str], *, layer_indices: Iterable[int], numa_count: int, expert_num: int, hidden_size: int, intermediate_size: int, ) -> "EphemeralKTWeightStore": manifest_path = Path(root) / MANIFEST_NAME if manifest_path.is_symlink() or not manifest_path.is_file(): raise ValueError(f"ephemeral INT8 weight root requires {MANIFEST_NAME}") with manifest_path.open("r", encoding="utf-8") as handle: manifest = json.load(handle) run_id = str(manifest.get("run_id", "")) resolved = _validate_owned_root(root, run_id=run_id, staging=False) expected_metadata = { "schema_version": SCHEMA_VERSION, "state": "ready", "owner_uid": os.getuid(), "expert_weight_format": "int8", "backend": "AMXINT8", "threadpool_count": int(numa_count), "expert_num": int(expert_num), "hidden_size": int(hidden_size), "intermediate_size": int(intermediate_size), } for key, expected in expected_metadata.items(): if manifest.get(key) != expected: raise ValueError( f"ephemeral INT8 manifest {key} mismatch: " f"expected {expected!r}, got {manifest.get(key)!r}" ) expected_layers = sorted(set(int(index) for index in layer_indices)) layers = manifest.get("layers") if not isinstance(layers, list): raise ValueError("ephemeral INT8 manifest layers must be a list") actual_layers = sorted(layer.get("index") for layer in layers) if actual_layers != expected_layers: raise ValueError( f"ephemeral INT8 layer set mismatch: " f"expected {expected_layers}, got {actual_layers}" ) for layer in layers: if layer.get("state") != "ready": raise ValueError( "ephemeral INT8 runs cannot be resumed after partial consumption" ) cls._validate_manifest_layer(resolved, layer) expected_root_entries = { MANIFEST_NAME, *(f"_layer_{index}" for index in expected_layers), } actual_root_entries = {entry.name for entry in resolved.iterdir()} if actual_root_entries != expected_root_entries: raise ValueError( "ephemeral INT8 root contains files outside its manifest: " f"{sorted(actual_root_entries - expected_root_entries)}" ) return cls(resolved, manifest) @staticmethod def _validate_manifest_layer(root: Path, layer: dict[str, Any]) -> None: layer_idx = int(layer["index"]) files = layer.get("files") if not isinstance(files, list) or not files: raise ValueError(f"layer {layer_idx} manifest has no files") actual_bytes = 0 seen: set[str] = set() for item in files: relative = item.get("path") if not isinstance(relative, str) or relative in seen: raise ValueError( f"layer {layer_idx} has invalid or duplicate file entry" ) seen.add(relative) relative_path = Path(relative) if relative_path.is_absolute() or ".." in relative_path.parts: raise ValueError(f"unsafe manifest path: {relative!r}") if relative_path.parts[:1] != (f"_layer_{layer_idx}",): raise ValueError( f"manifest path is outside layer {layer_idx}: {relative!r}" ) absolute = root / relative_path if absolute.is_symlink() or not absolute.is_file(): raise ValueError(f"missing or unsafe manifest file: {absolute}") expected_size = int(item.get("size_bytes", -1)) actual_size = absolute.stat().st_size if expected_size <= 0 or actual_size != expected_size: raise ValueError( f"manifest size mismatch for {absolute}: " f"expected {expected_size}, got {actual_size}" ) actual_bytes += actual_size layer_dir = root / f"_layer_{layer_idx}" actual_files = { entry.relative_to(root).as_posix() for current, directories, filenames in os.walk(layer_dir, followlinks=False) for entry in [Path(current) / filename for filename in filenames] } if actual_files != seen: raise ValueError(f"layer {layer_idx} file set differs from its manifest") if actual_bytes != int(layer.get("bytes", -1)): raise ValueError( f"layer {layer_idx} byte total mismatch: " f"expected {layer.get('bytes')}, got {actual_bytes}" ) def _install_signal_handlers(self) -> None: for signum in (signal.SIGINT, signal.SIGTERM): previous = signal.getsignal(signum) self._previous_handlers[signum] = previous def _handler(received, frame, *, _previous=previous): self.cleanup() if callable(_previous): _previous(received, frame) elif _previous == signal.SIG_IGN: return else: raise SystemExit(128 + received) signal.signal(signum, _handler) def _restore_signal_handlers(self) -> None: for signum, previous in self._previous_handlers.items(): signal.signal(signum, previous) self._previous_handlers.clear() def _layer(self, layer_idx: int) -> dict[str, Any]: for layer in self.manifest["layers"]: if int(layer["index"]) == int(layer_idx): return layer raise KeyError(f"layer {layer_idx} is not listed in the ephemeral manifest") def consume_layer(self, layer_idx: int) -> None: """Delete exactly one manifest-listed layer after synchronous C++ load.""" if self._closed: raise RuntimeError("ephemeral INT8 store is already closed") layer = self._layer(layer_idx) if layer["state"] != "ready": raise RuntimeError( f"ephemeral INT8 layer {layer_idx} is in state {layer['state']!r}" ) self._validate_manifest_layer(self.root, layer) layer["state"] = "consuming" _atomic_write_manifest(self.root, self.manifest) for item in layer["files"]: path = self.root / item["path"] if path.is_symlink() or not path.is_file(): raise RuntimeError(f"refusing to delete unsafe ephemeral file: {path}") path.unlink() layer_dir = self.root / f"_layer_{layer_idx}" for numa_idx in reversed(range(int(layer["numa_count"]))): (layer_dir / f"_numa_{numa_idx}").rmdir() layer_dir.rmdir() layer["state"] = "consumed" _atomic_write_manifest(self.root, self.manifest) def finish(self) -> None: if any(layer["state"] != "consumed" for layer in self.manifest["layers"]): raise RuntimeError( "cannot finish ephemeral INT8 store with unconsumed layers" ) (self.root / MANIFEST_NAME).unlink() self.root.rmdir() self._closed = True self._restore_signal_handlers() atexit.unregister(self.cleanup) def cleanup(self) -> None: """Best-effort cleanup restricted to files enumerated by this manifest.""" if self._closed: return self._closed = True try: for layer in self.manifest.get("layers", []): if layer.get("state") == "consumed": continue for item in layer.get("files", []): relative = Path(str(item.get("path", ""))) if relative.is_absolute() or ".." in relative.parts: continue path = self.root / relative if path.is_file() and not path.is_symlink(): path.unlink() layer_dir = self.root / f"_layer_{int(layer['index'])}" for numa_idx in reversed(range(int(layer.get("numa_count", 0)))): numa_dir = layer_dir / f"_numa_{numa_idx}" if numa_dir.is_dir() and not numa_dir.is_symlink(): try: numa_dir.rmdir() except OSError: pass if layer_dir.is_dir() and not layer_dir.is_symlink(): try: layer_dir.rmdir() except OSError: pass for manifest_name in ( MANIFEST_NAME, f".{MANIFEST_NAME}.{os.getpid()}.tmp", ): path = self.root / manifest_name if path.is_file() and not path.is_symlink(): path.unlink() try: self.root.rmdir() except OSError: pass finally: self._restore_signal_handlers() atexit.unregister(self.cleanup)