hermes / hermes-sync.py
Farhan Beg
perf(hermes-sync): change-driven backups (poll/debounce, 60s ceiling)
23ba9c5
#!/usr/bin/env python3
"""HuggingMes Hermes state backup via Hugging Face Datasets.
Vendored verbatim from github.com/somratpro/HuggingMes.
Backs up HERMES_HOME (which includes /opt/data/webui — the hermes-webui state dir)
so sessions, profiles, skills, cron, memory, and workspace all survive restarts.
"""
import hashlib
import json
import logging
import os
import shutil
import signal
import socket
import sys
import tempfile
import threading
import time
from pathlib import Path
os.environ.setdefault("HF_HUB_DISABLE_PROGRESS_BARS", "1")
os.environ.setdefault("HF_HUB_VERBOSITY", "error")
os.environ.setdefault("HF_HUB_DOWNLOAD_TIMEOUT", "300")
os.environ.setdefault("HF_HUB_ENABLE_HF_TRANSFER", "1")
from huggingface_hub import HfApi, snapshot_download, upload_folder
from huggingface_hub.errors import HfHubHTTPError, RepositoryNotFoundError
logging.getLogger("huggingface_hub").setLevel(logging.ERROR)
HERMES_HOME = Path(os.environ.get("HERMES_HOME", "/opt/data"))
STATUS_FILE = Path("/tmp/huggingmes-sync-status.json")
STATE_FILE = HERMES_HOME / ".huggingmes-sync-state.json"
INTERVAL = int(os.environ.get("SYNC_INTERVAL", "60"))
INITIAL_DELAY = int(os.environ.get("SYNC_START_DELAY", "5"))
# Change-driven settings: the loop polls cheap stat metadata every POLL_INTERVAL
# seconds, and once a change is observed waits DEBOUNCE_SECONDS of quiet before
# uploading. INTERVAL acts only as a hard ceiling — even if writes never settle,
# a sync is forced after INTERVAL seconds. This keeps the worst-case data loss
# window well under a minute without uploading on every keystroke.
POLL_INTERVAL = float(os.environ.get("SYNC_POLL_INTERVAL", "2"))
DEBOUNCE_SECONDS = float(os.environ.get("SYNC_DEBOUNCE_SECONDS", "3"))
HF_TOKEN = os.environ.get("HF_TOKEN", "").strip()
HF_USERNAME = os.environ.get("HF_USERNAME", "").strip()
SPACE_AUTHOR_NAME = os.environ.get("SPACE_AUTHOR_NAME", "").strip()
BACKUP_DATASET_NAME = os.environ.get("BACKUP_DATASET_NAME", "huggingmes-backup").strip()
INCLUDE_ENV = os.environ.get("SYNC_INCLUDE_ENV", "").strip().lower() in {"1", "true", "yes"}
MAX_FILE_SIZE_BYTES = int(os.environ.get("SYNC_MAX_FILE_BYTES", str(50 * 1024 * 1024)))
EXCLUDED_DIRS = {
".cache",
".git",
".npm",
".venv",
"__pycache__",
"node_modules",
"venv",
"logs", # log files are useless after a restart
}
EXCLUDED_TOP_LEVEL = {"logs", STATE_FILE.name}
EXCLUDED_SUFFIXES = (
".log", ".log.1", ".log.2",
".db-shm", ".db-wal", ".db-journal",
".pid", ".tmp",
)
if not INCLUDE_ENV:
EXCLUDED_TOP_LEVEL.add(".env")
HF_API = HfApi(token=HF_TOKEN) if HF_TOKEN else None
STOP_EVENT = threading.Event()
_REPO_ID_CACHE: str | None = None
def write_status(status: str, message: str, fingerprint: str | None = None, marker: tuple[int, int, int] | None = None) -> None:
timestamp = time.strftime("%Y-%m-%dT%H:%M:%SZ", time.gmtime())
payload = {"status": status, "message": message, "timestamp": timestamp}
tmp_path = STATUS_FILE.with_suffix(".tmp")
try:
tmp_path.write_text(json.dumps(payload), encoding="utf-8")
tmp_path.replace(STATUS_FILE)
except OSError:
pass
if fingerprint or marker:
state = {}
if STATE_FILE.exists():
try:
state = json.loads(STATE_FILE.read_text(encoding="utf-8"))
except Exception:
pass
if fingerprint:
state["last_fingerprint"] = fingerprint
if marker:
state["last_marker"] = list(marker)
state["last_sync"] = timestamp
try:
STATE_FILE.write_text(json.dumps(state), encoding="utf-8")
except OSError:
pass
def resolve_backup_repo() -> str:
global _REPO_ID_CACHE
if _REPO_ID_CACHE:
return _REPO_ID_CACHE
namespace = HF_USERNAME or SPACE_AUTHOR_NAME
if not namespace and HF_API is not None:
whoami = HF_API.whoami()
namespace = whoami.get("name") or whoami.get("user") or ""
namespace = str(namespace).strip()
if not namespace:
raise RuntimeError("Could not determine HF username. Set HF_USERNAME or use an account HF_TOKEN.")
_REPO_ID_CACHE = f"{namespace}/{BACKUP_DATASET_NAME}"
return _REPO_ID_CACHE
def ensure_repo_exists() -> str:
repo_id = resolve_backup_repo()
try:
HF_API.repo_info(repo_id=repo_id, repo_type="dataset")
except RepositoryNotFoundError:
HF_API.create_repo(repo_id=repo_id, repo_type="dataset", private=True)
return repo_id
def should_exclude(rel_posix: str, path: Path) -> bool:
parts = Path(rel_posix).parts
if not parts:
return False
if parts[0] in EXCLUDED_TOP_LEVEL:
return True
if any(part in EXCLUDED_DIRS for part in parts):
return True
if path.is_file():
name_lower = path.name.lower()
if name_lower.endswith(EXCLUDED_SUFFIXES):
return True
try:
return path.stat().st_size > MAX_FILE_SIZE_BYTES
except OSError:
return True
return False
def metadata_marker(root: Path) -> tuple[int, int, int]:
if not root.exists():
return (0, 0, 0)
file_count = 0
total_size = 0
newest_mtime = 0
for path in root.rglob("*"):
if not path.is_file():
continue
rel = path.relative_to(root).as_posix()
if should_exclude(rel, path):
continue
try:
stat = path.stat()
except OSError:
continue
file_count += 1
total_size += int(stat.st_size)
newest_mtime = max(newest_mtime, int(stat.st_mtime_ns))
return (file_count, total_size, newest_mtime)
def fingerprint_dir(root: Path) -> str:
hasher = hashlib.sha256()
if not root.exists():
return hasher.hexdigest()
for path in sorted(p for p in root.rglob("*") if p.is_file()):
rel = path.relative_to(root).as_posix()
if should_exclude(rel, path):
continue
hasher.update(rel.encode("utf-8"))
with path.open("rb") as handle:
for chunk in iter(lambda: handle.read(1024 * 1024), b""):
hasher.update(chunk)
return hasher.hexdigest()
def create_snapshot_dir(source_root: Path) -> Path:
staging_root = Path(tempfile.mkdtemp(prefix="huggingmes-sync-"))
for path in sorted(source_root.rglob("*")):
rel = path.relative_to(source_root)
rel_posix = rel.as_posix()
if should_exclude(rel_posix, path):
continue
target = staging_root / rel
if path.is_dir():
target.mkdir(parents=True, exist_ok=True)
continue
target.parent.mkdir(parents=True, exist_ok=True)
try:
shutil.copy2(path, target)
except OSError:
continue
return staging_root
def restore() -> bool:
if not HF_TOKEN:
write_status("disabled", "HF_TOKEN is not configured.")
return False
repo_id = resolve_backup_repo()
write_status("restoring", f"Restoring Hermes state from {repo_id}")
try:
with tempfile.TemporaryDirectory() as tmpdir:
snapshot_download(repo_id=repo_id, repo_type="dataset", token=HF_TOKEN, local_dir=tmpdir)
tmp_path = Path(tmpdir)
if not any(tmp_path.iterdir()):
write_status("fresh", "Backup dataset is empty. Starting fresh.")
return True
HERMES_HOME.mkdir(parents=True, exist_ok=True)
for child in tmp_path.iterdir():
if should_exclude(child.name, child):
continue
target = HERMES_HOME / child.name
if target.is_dir():
shutil.rmtree(target, ignore_errors=True)
elif target.exists():
target.unlink()
if child.is_dir():
shutil.copytree(child, target)
else:
shutil.copy2(child, target)
write_status("restored", f"Restored Hermes state from {repo_id}")
return True
except RepositoryNotFoundError:
write_status("fresh", f"Backup dataset {repo_id} does not exist yet.")
return True
except HfHubHTTPError as exc:
if exc.response is not None and exc.response.status_code == 404:
write_status("fresh", f"Backup dataset {repo_id} does not exist yet.")
return True
write_status("error", f"Restore failed: {exc}")
print(f"Restore failed: {exc}", file=sys.stderr)
return False
except Exception as exc:
write_status("error", f"Restore failed: {exc}")
print(f"Restore failed: {exc}", file=sys.stderr)
return False
def sync_once(last_fingerprint: str | None = None, last_marker: tuple[int, int, int] | None = None):
if last_fingerprint is None and last_marker is None:
if STATE_FILE.exists():
try:
state = json.loads(STATE_FILE.read_text(encoding="utf-8"))
last_fingerprint = state.get("last_fingerprint")
m = state.get("last_marker")
if m and len(m) == 3:
last_marker = tuple(m)
except Exception:
pass
repo_id = ensure_repo_exists()
current_marker = metadata_marker(HERMES_HOME)
if last_marker is not None and current_marker == last_marker:
write_status("synced", "No Hermes state changes detected (marker match).")
return (last_fingerprint or "", current_marker)
current_fingerprint = fingerprint_dir(HERMES_HOME)
if last_fingerprint is not None and current_fingerprint == last_fingerprint:
write_status("synced", "No Hermes state changes detected (fingerprint match).")
return (last_fingerprint, current_marker)
hostname = socket.gethostname()
write_status("syncing", f"Uploading Hermes state to {repo_id} from {hostname}")
snapshot_dir = create_snapshot_dir(HERMES_HOME)
try:
upload_folder(
folder_path=str(snapshot_dir),
repo_id=repo_id,
repo_type="dataset",
token=HF_TOKEN,
commit_message=f"HuggingMes sync [{hostname}] {time.strftime('%Y-%m-%dT%H:%M:%SZ', time.gmtime())}",
ignore_patterns=[".git/*", ".git"],
)
finally:
shutil.rmtree(snapshot_dir, ignore_errors=True)
write_status("success", f"Uploaded Hermes state to {repo_id}", fingerprint=current_fingerprint, marker=current_marker)
return (current_fingerprint, current_marker)
def handle_signal(_sig, _frame) -> None:
STOP_EVENT.set()
def loop() -> int:
signal.signal(signal.SIGTERM, handle_signal)
signal.signal(signal.SIGINT, handle_signal)
try:
repo_id = resolve_backup_repo()
write_status(
"configured",
f"Backup watcher active for {repo_id} "
f"(poll={POLL_INTERVAL}s, debounce={DEBOUNCE_SECONDS}s, max={INTERVAL}s).",
)
except Exception as exc:
write_status("error", str(exc))
print(f"Hermes sync error: {exc}")
return 1
# Seed from any prior run so we don't re-upload an identical tree.
last_fingerprint: str | None = None
last_marker: tuple[int, int, int] | None = None
if STATE_FILE.exists():
try:
state = json.loads(STATE_FILE.read_text(encoding="utf-8"))
last_fingerprint = state.get("last_fingerprint")
m = state.get("last_marker")
if m and len(m) == 3:
last_marker = tuple(m)
except Exception:
pass
if last_marker is None:
last_marker = metadata_marker(HERMES_HOME)
if STOP_EVENT.wait(INITIAL_DELAY):
return 0
print(
f"Hermes state sync started: poll={POLL_INTERVAL}s "
f"debounce={DEBOUNCE_SECONDS}s max={INTERVAL}s -> {repo_id}"
)
# Change-driven scheduler. Two clocks:
# * `pending_since` — when we first noticed an unsynced change. Used
# with INTERVAL to enforce a hard ceiling so a
# continuously-busy session can't starve uploads.
# * `last_change_at` — when we most recently saw the marker move. The
# debounce timer is measured against this so we
# wait for writes to settle before uploading.
pending_since: float | None = None
last_change_at: float | None = None
candidate_marker = last_marker
while not STOP_EVENT.is_set():
if STOP_EVENT.wait(POLL_INTERVAL):
break
try:
current_marker = metadata_marker(HERMES_HOME)
except Exception as exc:
# Don't let a transient stat error kill the loop.
write_status("error", f"marker scan failed: {exc}")
continue
now = time.time()
if current_marker != candidate_marker:
# Files moved since the last poll. Start (or extend) a debounce.
if pending_since is None:
pending_since = now
last_change_at = now
candidate_marker = current_marker
continue
if pending_since is None:
# Tree is unchanged and there's nothing waiting. Nothing to do.
continue
quiet_for = now - (last_change_at or now)
held_for = now - pending_since
# Trigger when writes have settled (debounce) OR when the hard ceiling
# is hit, so a never-idle tree still gets snapshotted at least once
# per INTERVAL seconds.
if quiet_for < DEBOUNCE_SECONDS and held_for < INTERVAL:
continue
try:
last_fingerprint, last_marker = sync_once(last_fingerprint, last_marker)
candidate_marker = last_marker
except Exception as exc:
write_status("error", f"Sync failed: {exc}")
print(f"Hermes sync failed: {exc}")
# Back off briefly on failure so we don't hot-loop a broken upload.
if STOP_EVENT.wait(min(5.0, POLL_INTERVAL * 2)):
break
finally:
pending_since = None
last_change_at = None
return 0
def main() -> int:
HERMES_HOME.mkdir(parents=True, exist_ok=True)
if len(sys.argv) < 2:
return loop()
command = sys.argv[1]
if command == "restore":
return 0 if restore() else 1
if command == "sync-once":
try:
sync_once()
return 0
except Exception as exc:
write_status("error", f"Shutdown sync failed: {exc}")
print(f"Hermes sync: shutdown sync failed: {exc}")
return 1
if command == "loop":
return loop()
print(f"Unknown command: {command}", file=sys.stderr)
return 1
if __name__ == "__main__":
raise SystemExit(main())