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"""
HuggingFlow state sync β backup/restore DeerFlow runtime data to/from HF Dataset.
Syncs:
- deerflow.db (SQLite thread/session database β WAL-checkpointed before archive)
- config.yaml (generated config, may contain user edits)
- workspace/ (agent-created files in the sandbox workspace)
- .secrets/ (persisted AUTH_JWT_SECRET and other generated secrets)
Usage:
deerflow-sync.py restore β restore from HF Dataset on startup
deerflow-sync.py sync-once β push current state to HF Dataset
deerflow-sync.py loop β sync-once on an interval (reads SYNC_INTERVAL env)
"""
import hashlib
import json
import os
import sys
import time
import tarfile
import tempfile
import logging
from datetime import datetime, timezone
from pathlib import Path
logging.basicConfig(level=logging.INFO, format="%(message)s")
log = logging.getLogger(__name__)
HF_TOKEN = os.environ.get("HF_TOKEN", "")
BACKUP_REPO = os.environ.get("BACKUP_DATASET_NAME", "huggingflow-backup")
HF_USERNAME = os.environ.get("HF_USERNAME", "")
DATA_DIR = Path(os.environ.get("DEER_FLOW_HOME", "/app/data"))
CONFIG_PATH = Path(os.environ.get("DEER_FLOW_CONFIG_PATH", DATA_DIR / "config.yaml"))
SYNC_INTERVAL = int(os.environ.get("SYNC_INTERVAL", "600"))
ARCHIVE_NAME = "deerflow-state.tar.gz"
SYNC_STATUS_FILE = "/tmp/huggingflow-sync-status.json"
SYNC_STATE_FILE = Path("/tmp/huggingflow-sync-state.json")
# Files/dirs to include in the backup archive
BACKUP_TARGETS = [
DATA_DIR / "deerflow.db",
DATA_DIR / "workspace",
DATA_DIR / ".secrets", # persists AUTH_JWT_SECRET across restarts
CONFIG_PATH,
]
# SQLite auxiliary files that must NOT be archived (WAL/SHM are runtime-only)
_SQLITE_AUX_SUFFIXES = {".db-wal", ".db-shm"}
# Upload retry settings
_UPLOAD_MAX_ATTEMPTS = 4
_UPLOAD_BACKOFF_BASE = 3 # seconds β doubles each attempt: 3, 6, 12
def _metadata_marker() -> tuple[int, int, int]:
fc = ts = nm = 0
for target in BACKUP_TARGETS:
if not target.exists():
continue
paths = [target] if target.is_file() else list(target.rglob("*"))
for path in paths:
if not path.is_file() or _should_exclude(path):
continue
try:
st = path.stat()
fc += 1
ts += int(st.st_size)
nm = max(nm, int(st.st_mtime_ns))
except OSError:
continue
return (fc, ts, nm)
def _fingerprint_targets() -> str:
hasher = hashlib.sha256()
for target in BACKUP_TARGETS:
if not target.exists():
continue
paths = [target] if target.is_file() else sorted(p for p in target.rglob("*") if p.is_file())
for path in paths:
if _should_exclude(path):
continue
hasher.update(str(path).encode("utf-8"))
with path.open("rb") as f:
for chunk in iter(lambda: f.read(1024 * 1024), b""):
hasher.update(chunk)
return hasher.hexdigest()
def _load_sync_state() -> tuple[str | None, tuple | None]:
try:
if SYNC_STATE_FILE.exists():
s = json.loads(SYNC_STATE_FILE.read_text())
fp = s.get("fingerprint")
m = s.get("marker")
if m and len(m) == 3:
return fp, tuple(m)
except Exception:
pass
return None, None
def _save_sync_state(fingerprint: str, marker: tuple) -> None:
try:
SYNC_STATE_FILE.write_text(json.dumps({"fingerprint": fingerprint, "marker": list(marker)}))
except Exception as exc:
log.debug("Could not save sync state: %s", exc)
def _write_status(status: str, message: str):
try:
payload = {
"status": status,
"message": message,
"timestamp": datetime.now(timezone.utc).isoformat(),
}
Path(SYNC_STATUS_FILE).write_text(json.dumps(payload))
except Exception as exc:
log.debug("Could not write sync status: %s", exc)
def _get_api():
if not HF_TOKEN:
raise RuntimeError("HF_TOKEN not set")
from huggingface_hub import HfApi
return HfApi(token=HF_TOKEN)
def _resolve_repo_id(api) -> str:
if "/" in BACKUP_REPO:
return BACKUP_REPO
if HF_USERNAME:
return f"{HF_USERNAME}/{BACKUP_REPO}"
user = api.whoami()
return f"{user['name']}/{BACKUP_REPO}"
def _ensure_repo(api, repo_id: str):
from huggingface_hub import create_repo
try:
create_repo(
repo_id=repo_id,
repo_type="dataset",
private=True,
token=HF_TOKEN,
exist_ok=True,
)
except Exception as exc:
log.warning("Could not ensure dataset repo: %s", exc)
def _checkpoint_sqlite():
"""WAL-checkpoint the SQLite DB before archiving to get a clean snapshot."""
db_path = DATA_DIR / "deerflow.db"
if not db_path.exists():
return
try:
import sqlite3
with sqlite3.connect(str(db_path), timeout=10) as conn:
conn.execute("PRAGMA wal_checkpoint(TRUNCATE)")
log.debug("SQLite WAL checkpoint complete.")
except Exception as exc:
log.warning("SQLite checkpoint failed (continuing anyway): %s", exc)
def _should_exclude(path: Path) -> bool:
"""Return True for SQLite WAL/SHM files that must not be archived."""
return path.suffix in _SQLITE_AUX_SUFFIXES
def _make_archive(dest: Path):
_checkpoint_sqlite()
with tarfile.open(dest, "w:gz") as tar:
for target in BACKUP_TARGETS:
if not target.exists():
continue
if target.is_file():
if _should_exclude(target):
continue
arcname = target.relative_to(DATA_DIR.parent)
tar.add(target, arcname=str(arcname))
log.debug(" + %s", arcname)
elif target.is_dir():
for child in sorted(target.rglob("*")):
if child.is_file() and not _should_exclude(child):
arcname = child.relative_to(DATA_DIR.parent)
tar.add(child, arcname=str(arcname))
log.debug(" + %s", arcname)
def _extract_archive(src: Path):
extract_root = DATA_DIR.parent
with tarfile.open(src, "r:gz") as tar:
try:
# Python 3.12+: use filter='data' for safe extraction
tar.extractall(path=extract_root, filter="data")
except TypeError:
# Older Python without filter param
tar.extractall(path=extract_root) # noqa: S202
log.info("Extracted state to %s", extract_root)
def _upload_with_retry(api, archive: Path, repo_id: str):
"""Upload archive to HF Dataset with exponential-backoff retries."""
last_exc = None
for attempt in range(1, _UPLOAD_MAX_ATTEMPTS + 1):
try:
api.upload_file(
path_or_fileobj=str(archive),
path_in_repo=ARCHIVE_NAME,
repo_id=repo_id,
repo_type="dataset",
token=HF_TOKEN,
)
return # success
except Exception as exc:
last_exc = exc
if attempt < _UPLOAD_MAX_ATTEMPTS:
wait = _UPLOAD_BACKOFF_BASE * (2 ** (attempt - 1))
log.warning("Upload attempt %d/%d failed: %s β retrying in %ds",
attempt, _UPLOAD_MAX_ATTEMPTS, exc, wait)
time.sleep(wait)
else:
log.warning("Upload failed after %d attempts: %s", _UPLOAD_MAX_ATTEMPTS, exc)
raise last_exc
def restore():
if not HF_TOKEN:
log.info("No HF_TOKEN β skipping restore.")
return
try:
api = _get_api()
repo_id = _resolve_repo_id(api)
_ensure_repo(api, repo_id)
from huggingface_hub import hf_hub_download
with tempfile.TemporaryDirectory() as tmp:
try:
local = hf_hub_download(
repo_id=repo_id,
filename=ARCHIVE_NAME,
repo_type="dataset",
token=HF_TOKEN,
local_dir=tmp,
)
_extract_archive(Path(local))
log.info("State restored from %s", repo_id)
_write_status("restored", f"State restored from {repo_id}")
except Exception as exc:
if "404" in str(exc) or "not found" in str(exc).lower() or "does not exist" in str(exc).lower():
log.info("No existing backup found in %s β starting fresh.", repo_id)
_write_status("configured", f"No backup yet in {repo_id}. First sync in {SYNC_INTERVAL}s.")
else:
raise
except Exception as exc:
log.warning("Restore failed: %s", exc)
_write_status("error", f"Restore failed: {exc}")
raise
def sync_once():
if not HF_TOKEN:
return
try:
api = _get_api()
repo_id = _resolve_repo_id(api)
_ensure_repo(api, repo_id)
last_fp, last_marker = _load_sync_state()
current_marker = _metadata_marker()
if last_marker is not None and current_marker == last_marker:
log.info("No state changes detected.")
_write_status("synced", "No state changes detected.")
return
current_fp = _fingerprint_targets()
if last_fp is not None and current_fp == last_fp:
log.info("No state changes detected.")
_write_status("synced", "No state changes detected.")
return
with tempfile.TemporaryDirectory() as tmp:
archive = Path(tmp) / ARCHIVE_NAME
_make_archive(archive)
if not archive.exists() or archive.stat().st_size == 0:
log.info("Nothing to backup β skipping upload.")
_write_status("synced", "Nothing to backup β skipping upload.")
return
size_kb = archive.stat().st_size // 1024
log.info("Uploading state archive (%d KB) to %s...", size_kb, repo_id)
_upload_with_retry(api, archive, repo_id)
log.info("State synced to %s (%d KB)", repo_id, size_kb)
_write_status("synced", f"Synced to {repo_id} ({size_kb} KB)")
_save_sync_state(current_fp, current_marker)
except Exception as exc:
log.warning("Sync failed: %s", exc)
_write_status("error", f"Sync failed: {exc}")
def loop():
log.info("Starting periodic sync (interval: %ds)", SYNC_INTERVAL)
while True:
time.sleep(SYNC_INTERVAL)
try:
sync_once()
except Exception as exc:
log.warning("Periodic sync error: %s", exc)
if __name__ == "__main__":
cmd = sys.argv[1] if len(sys.argv) > 1 else "help"
if cmd == "restore":
restore()
elif cmd == "sync-once":
sync_once()
elif cmd == "loop":
loop()
else:
print(__doc__)
sys.exit(1)
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