homelab-codex-ws/scripts/observer/observer.py
oskar 5f1528e4ab feat(observer): 3-state node liveness (fresh/stale/dead) + transitions + read-time net
Fixes the "dead node shown NOMINAL" silent outage: node status was set only by
events and never expired, so a node that crashed/lost connectivity stayed
"online" forever (chelsty-infra was online for 16d, piha ~6d). The only thing
that flipped status to offline was a node_offline event, which an unreachable
node can never emit.

Now node status is derived from freshness (now - last_seen), recomputed every
observer cycle (incl. cycles with no new events):
  - always-on: fresh <=180s, stale 180-600s, dead >600s (3x the 60s heartbeat)
  - remote/LTE (chelsty-*): fresh <=900s, stale 900-3600s, dead >3600s

Thresholds + tier logic live in ONE shared helper, services/control-plane/src/
liveness.py, imported by the observer and both operator UIs (bind-mounted into
the agent-system webui image). No 3x copy.

Transitions are not silent: the observer emits node_stale / node_offline /
node_online (recovery) events tagged source=observer (skipped on re-ingest so
they never reset last_seen), routed by the supervisor to alert_only actions.

Read-time safety net: both UIs recompute liveness from last_seen at request
time, so a stalled observer still surfaces dead nodes. Services inherit their
node's liveness (cascade, variant B) without mutating services.json.

Replaces the earlier binary NODE_OFFLINE_TTL_SECS flip.

Tests: liveness unit tests, observer 3-state + transitions/recovery/baseline +
self-event skip, operator_ui read-time net + cascade, supervisor node-event
routing. 89 passed. docker compose config valid for both stacks.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-17 20:07:25 +02:00

657 lines
30 KiB
Python

import os
import sys
import json
import time
import glob
import logging
import yaml
from datetime import datetime, timezone
from pathlib import Path
# Shared liveness logic (thresholds + fresh/stale/dead state machine) lives in
# the control-plane src so the observer and both operator UIs agree on what
# "dead" means. Added to sys.path relative to this file (works both in the
# container, where the repo is mounted at /repo, and in the test tree).
_CP_SRC = Path(__file__).resolve().parent.parent.parent / "services" / "control-plane" / "src"
if str(_CP_SRC) not in sys.path:
sys.path.insert(0, str(_CP_SRC))
from liveness import ( # noqa: E402
compute_liveness,
ttls_for,
liveness_to_status,
FRESH,
STALE,
DEAD,
UNKNOWN,
)
def _atomic_write_json(path: Path, data) -> None:
"""Write JSON atomically: write to a sibling .tmp, fsync, then os.replace."""
tmp = path.with_suffix(".tmp")
with open(tmp, "w") as f:
json.dump(data, f, indent=2)
f.flush()
os.fsync(f.fileno())
os.replace(tmp, path)
def _parse_ts(ts) -> float:
"""Return a Unix timestamp float from ts, which may be int/float or an ISO-8601 string.
Events from node-agent use int(time.time()); events from stability-agent / events.py
use ISO format ('2026-06-03T10:30:00Z'). Both appear in incident fields such as
last_occurrence and resolved_at, so any arithmetic on them must go through here.
Returns 0.0 on None or unparseable input so callers can use plain comparisons.
"""
if ts is None:
return 0.0
if isinstance(ts, (int, float)):
return float(ts)
try:
return datetime.fromisoformat(str(ts).replace("Z", "+00:00")).timestamp()
except Exception:
return 0.0
# Constants and Paths
RUNTIME_PATH = os.getenv("RUNTIME_PATH", "/opt/homelab")
EVENTS_DIR = Path(RUNTIME_PATH) / "events"
STATE_DIR = Path(RUNTIME_PATH) / "state"
LOGS_DIR = Path(RUNTIME_PATH) / "logs"
WORLD_DIR = Path(RUNTIME_PATH) / "world"
OBSERVER_STATE_FILE = STATE_DIR / "observer_checkpoint.json"
FAILED_EVENTS_DIR = STATE_DIR / "observer_failed_events"
REPO_ROOT = Path(__file__).parent.parent.parent
INVENTORY_TOPOLOGY = REPO_ROOT / "inventory" / "topology.yaml"
# Logging setup
logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(levelname)s - %(message)s')
logger = logging.getLogger("observer")
class Observer:
def __init__(self):
# Per-node-directory checkpoint: {"vps": "last/file/path", "piha": "last/file/path"}
# Replaces the old single last_processed_file which silently skipped event dirs
# that sort alphabetically before the checkpoint (e.g. piha/ < vps/).
self.node_checkpoints: dict = {}
self.world_state = {
"nodes": {},
"services": {},
"deployments": {},
"incidents": {},
"summary": {
"last_update": datetime.now(timezone.utc).isoformat(),
"status": "initializing",
"active_incidents_count": 0
}
}
self.inventory = self._load_inventory()
self._ensure_dirs()
self._load_checkpoint()
def _ensure_dirs(self):
WORLD_DIR.mkdir(parents=True, exist_ok=True)
STATE_DIR.mkdir(parents=True, exist_ok=True)
EVENTS_DIR.mkdir(parents=True, exist_ok=True)
LOGS_DIR.mkdir(parents=True, exist_ok=True)
FAILED_EVENTS_DIR.mkdir(parents=True, exist_ok=True)
def _quarantine_event_file(self, file_path: str, node_dir: str, exc: Exception) -> None:
"""Move an unreadable/unprocessable event out of the hot path."""
src = Path(file_path)
dest_dir = FAILED_EVENTS_DIR / node_dir
dest_dir.mkdir(parents=True, exist_ok=True)
dest = dest_dir / src.name
if dest.exists():
dest = dest_dir / f"{src.stem}-{int(time.time())}{src.suffix}"
try:
os.replace(src, dest)
logger.error(
"Quarantined bad event for node_dir=%s: %s -> %s (%s: %s)",
node_dir, src, dest, type(exc).__name__, exc,
)
except Exception as move_exc:
logger.error(
"Failed to quarantine bad event for node_dir=%s: %s (%s: %s); move error=%s: %s",
node_dir, src, type(exc).__name__, exc, type(move_exc).__name__, move_exc,
)
def _load_inventory(self):
inventory = {"nodes": {}, "services": {}}
try:
if INVENTORY_TOPOLOGY.exists():
with open(INVENTORY_TOPOLOGY, "r") as f:
topo = yaml.safe_load(f)
for node_name, node_info in topo.get("nodes", {}).items():
inventory["nodes"][node_name] = {
"roles": node_info.get("roles", []),
"connectivity": node_info.get("connectivity", {})
}
# Load service assignments from hosts files
hosts_dir = REPO_ROOT / "hosts"
for host_dir in hosts_dir.iterdir():
if host_dir.is_dir():
svc_file = host_dir / "services.yaml"
if svc_file.exists():
with open(svc_file, "r") as f:
svc_data = yaml.safe_load(f)
host_name = svc_data.get("host")
for svc_name, svc_info in svc_data.get("services", {}).items():
if host_name not in inventory["services"]:
inventory["services"][host_name] = {}
inventory["services"][host_name][svc_name] = {
"role": svc_info.get("role"),
"exposure": svc_info.get("exposure")
}
except Exception as e:
logger.error(f"Failed to load inventory: {e}")
return inventory
def _load_checkpoint(self):
if OBSERVER_STATE_FILE.exists():
try:
with open(OBSERVER_STATE_FILE, "r") as f:
checkpoint = json.load(f)
if "node_checkpoints" in checkpoint:
# New format: per-directory checkpoints.
self.node_checkpoints = checkpoint["node_checkpoints"]
elif "last_processed_file" in checkpoint:
# Migrate old single-file checkpoint: extract node dir from path.
old = checkpoint["last_processed_file"]
if old:
try:
node_dir = Path(old).relative_to(EVENTS_DIR).parts[0]
self.node_checkpoints = {node_dir: old}
logger.info(f"Migrated old checkpoint → node_checkpoints: {self.node_checkpoints}")
except Exception:
pass # Bad path — start fresh
self._load_world_from_disk()
except Exception as e:
logger.error(f"Failed to load checkpoint: {e}")
def _load_world_from_disk(self):
# Optional: Load existing state to resume faster
files = {
"nodes": WORLD_DIR / "nodes.json",
"services": WORLD_DIR / "services.json",
"deployments": WORLD_DIR / "deployments.json",
"incidents": WORLD_DIR / "incidents.json",
"summary": WORLD_DIR / "runtime-summary.json"
}
for key, path in files.items():
if path.exists():
try:
with open(path, "r") as f:
self.world_state[key] = json.load(f)
except Exception as e:
logger.error(f"Failed to load {key} state: {e}")
def _save_checkpoint(self):
try:
_atomic_write_json(OBSERVER_STATE_FILE, {"node_checkpoints": self.node_checkpoints})
except Exception as e:
logger.error(f"Failed to save checkpoint: {e}")
def _emit_node_transition(self, node_name, prev, new, node_info, now):
"""Write an event when a node crosses a liveness boundary.
Makes liveness transitions visible (panel event feed) and actionable
(the supervisor routes node_offline/node_stale to an alert). Without
this the outage would be silent — exactly the failure mode being fixed.
Recovery (stale/dead → fresh) emits node_online so a node coming back is
as visible as it going down.
The affected node is the top-level ``node`` (so the supervisor can route
on it) AND ``payload.affected_node`` — note events.py::emit_event would
tag node=gethostname() (the observer host, vps), so the observer writes
the event directly instead of using that helper.
``source: "observer"`` marks the event so run_once skips re-ingesting it
(re-ingestion would reset the node's last_seen and resurrect it).
"""
if new == DEAD:
etype, severity = "node_offline", "high"
elif new == STALE:
etype, severity = "node_stale", "warning"
elif new == FRESH and prev in (STALE, DEAD):
etype, severity = "node_online", "info"
else:
return # not a transition we alert on
ts = int(now)
event_id = f"evt-{node_name}-{ts}-{etype}-node"
age = int(now - _parse_ts(node_info.get("last_seen")))
event = {
"id": event_id,
"timestamp": ts,
"date": datetime.now(timezone.utc).isoformat(),
"type": etype,
"severity": severity,
"node": node_name,
"service": None,
"source": "observer",
"message": f"Node {node_name} liveness {prev} -> {new} (last_seen {age}s ago)",
"payload": {
"affected_node": node_name,
"from": prev,
"to": new,
"last_seen": node_info.get("last_seen"),
"age_secs": age,
},
}
try:
node_dir = EVENTS_DIR / node_name
node_dir.mkdir(parents=True, exist_ok=True)
_atomic_write_json(node_dir / f"{event_id}.json", event)
logger.warning("Node %s transition %s -> %s (emitted %s)",
node_name, prev, new, etype)
except Exception as exc:
logger.error("Failed to emit node transition for %s: %s", node_name, exc)
def _prune_stale_world(self):
"""Remove world-state entries for nodes absent from the topology inventory.
Root cause this guards against: when NODE_NAME env var is unset, node_agent.py
falls back to socket.gethostname(), which inside a Docker container returns the
12-char hex container ID (e.g. 'be17cb6eb0f6') instead of the canonical host name
('vps'). The observer ingests those events and creates ghost entries that never
expire on their own.
Also ages out resolved incidents older than 7 days to keep world state lean.
"""
known_nodes = set(self.inventory["nodes"].keys())
if not known_nodes:
# Inventory failed to load — don't prune to avoid wiping valid state.
return
stale_nodes = [n for n in list(self.world_state["nodes"].keys())
if n not in known_nodes]
for n in stale_nodes:
logger.info(f"Pruning stale node from world state: {n}")
del self.world_state["nodes"][n]
stale_svcs = [k for k in list(self.world_state["services"].keys())
if k.split("/")[0] in stale_nodes]
for k in stale_svcs:
logger.info(f"Pruning stale service from world state: {k}")
del self.world_state["services"][k]
# Prune ghost service keys whose service-name portion is a hash-prefixed
# Docker stale-state artifact (e.g. "9e36297651e7_control-plane-observer").
# These are created when node-agent incorrectly uses c.name instead of the
# compose label, and accumulate on every container rebuild.
# Pattern: <node>/<12hexchars>_<real-name>
ghost_svcs = [
k for k in list(self.world_state["services"].keys())
if len(k.split("/", 1)) == 2
and len(k.split("/", 1)[1]) > 13
and k.split("/", 1)[1][12] == "_"
and all(ch in "0123456789abcdef" for ch in k.split("/", 1)[1][:12])
]
for k in ghost_svcs:
logger.info(f"Pruning ghost (hash-prefixed) service key from world state: {k}")
del self.world_state["services"][k]
now = time.time()
# --- Authoritative node liveness (fresh / stale / dead) -------------
# Status is derived from how long ago the node last reported, NOT from
# the last status event. This runs every cycle (including cycles with
# no new events — see run_once), so a node that silently stops sending
# heartbeats transitions on its own without any node_offline event ever
# being emitted. This is the fix for the "dead node shown NOMINAL"
# class of silent outage.
for node_name, node_info in self.world_state["nodes"].items():
roles = (node_info.get("roles")
or self.inventory["nodes"].get(node_name, {}).get("roles", []))
liveness = compute_liveness(
node_info.get("last_seen"), now=now, ttls=ttls_for(node_name, roles)
)
if liveness == UNKNOWN:
# No last_seen yet — don't guess a node dead. Leave status as-is.
continue
prev = node_info.get("liveness")
node_info["liveness"] = liveness
new_status = liveness_to_status(liveness)
if new_status:
node_info["status"] = new_status
# Emit on a real transition only. prev is None on the very first
# classification after (re)start — that is a baseline, not an event.
if prev is not None and prev != liveness:
self._emit_node_transition(node_name, prev, liveness, node_info, now)
try:
# Collect incident_ids currently referenced by any service entry.
linked_ids: set = {
svc.get("incident_id")
for svc in self.world_state["services"].values()
if svc.get("incident_id")
}
# Case 1 — service is healthy but still points at an active incident.
# process_event already calls _resolve_incident on service_healthy events,
# but if the observer restarted with on-disk state where the link was
# intact (inconsistency from a pre-atomic-write crash), it may not get
# resolved until the next service_healthy event is processed. Resolve
# immediately — a healthy service cannot have an ongoing incident.
for svc_key, svc in self.world_state["services"].items():
if svc.get("status") != "healthy":
continue
inc_id = svc.get("incident_id")
if not inc_id:
continue
inc = self.world_state["incidents"].get(inc_id, {})
if inc.get("status") == "active":
logger.info(
f"Auto-resolving incident {inc_id} for {svc_key}: "
f"service is healthy"
)
inc["status"] = "resolved"
inc["resolved_at"] = now
svc["incident_id"] = None
linked_ids.discard(inc_id)
# Case 2 — orphaned active incident: no service entry links to it and
# last_occurrence is older than 5 minutes (guard against creation races).
# These are the stale records left behind when on-disk state was
# inconsistent: the service entry had incident_id cleared but incidents.json
# still had the record as "active".
for inc_id, inc in self.world_state["incidents"].items():
if inc.get("status") != "active":
continue
if inc_id in linked_ids:
continue
age = now - _parse_ts(inc.get("last_occurrence"))
if age > 300: # 5-minute guard
logger.info(
f"Auto-resolving orphaned incident {inc_id} "
f"(service={inc.get('service')}, node={inc.get('node')}): "
f"no service references it, age={int(age)}s"
)
inc["status"] = "resolved"
inc["resolved_at"] = now
except Exception as exc:
logger.error(f"Error during incident auto-resolve in _prune_stale_world: {exc}")
# Remove resolved incidents older than 7 days.
# Use _parse_ts so ISO-string resolved_at values are handled correctly.
stale_incidents = [
k for k, v in self.world_state["incidents"].items()
if v.get("status") == "resolved"
and now - _parse_ts(v.get("resolved_at")) > 7 * 86400
]
for k in stale_incidents:
del self.world_state["incidents"][k]
def _save_world(self):
self.world_state["summary"]["last_update"] = datetime.now(timezone.utc).isoformat()
active_incidents = [
k for k, v in self.world_state["incidents"].items() if v.get("status") == "active"
]
self.world_state["summary"]["active_incidents_count"] = len(active_incidents)
self.world_state["summary"]["node_count"] = len(self.world_state["nodes"])
self.world_state["summary"]["service_count"] = len(self.world_state["services"])
if active_incidents:
self.world_state["summary"]["status"] = "degraded"
else:
self.world_state["summary"]["status"] = "nominal"
files = {
"nodes.json": self.world_state["nodes"],
"services.json": self.world_state["services"],
"deployments.json": self.world_state["deployments"],
"incidents.json": self.world_state["incidents"],
"recommendations.json": [],
"runtime-summary.json": self.world_state["summary"]
}
for filename, data in files.items():
try:
_atomic_write_json(WORLD_DIR / filename, data)
except Exception as e:
logger.error(f"Failed to save {filename}: {e}")
def process_event(self, event):
etype = event.get("type")
node = event.get("node")
service = event.get("service")
severity = event.get("severity")
timestamp = event.get("timestamp")
cid = event.get("correlation_id")
payload = event.get("payload", {})
# 1. Update Node State
if node not in self.world_state["nodes"]:
self.world_state["nodes"][node] = {
"status": "unknown",
"last_seen": None,
"roles": self.inventory["nodes"].get(node, {}).get("roles", [])
}
self.world_state["nodes"][node]["last_seen"] = timestamp
if etype == "node_online":
self.world_state["nodes"][node]["status"] = "online"
elif etype == "node_offline":
self.world_state["nodes"][node]["status"] = "offline"
elif etype == "node_health":
# Regular heartbeat from node-agent; updates resource metrics.
# Clears disk_pressure if disk is now healthy (< warn threshold).
self.world_state["nodes"][node]["status"] = "online"
self.world_state["nodes"][node].update({
"disk_usage_pct": payload.get("disk_pct"),
"mem_usage_pct": payload.get("mem_pct"),
"cpu_usage_pct": payload.get("cpu_pct"),
})
if (payload.get("disk_pct") or 0) < 75:
self.world_state["nodes"][node].pop("disk_pressure", None)
elif etype == "disk_pressure":
# Emitted when disk usage crosses 75 % (medium) or 85 % (high).
# The supervisor reads disk_pressure to generate disk_cleanup actions.
self.world_state["nodes"][node]["disk_pressure"] = severity
self.world_state["nodes"][node]["disk_usage_pct"] = payload.get("usage_pct")
elif etype == "high_memory":
# Memory pressure observation; recorded on the node for correlation.
# No automated action — operator decides if a container restart helps.
self.world_state["nodes"][node]["memory_pressure"] = severity
self.world_state["nodes"][node]["mem_usage_pct"] = payload.get("usage_pct")
elif etype == "high_cpu":
# CPU pressure observation; recorded for visibility.
self.world_state["nodes"][node]["cpu_pressure"] = severity
self.world_state["nodes"][node]["cpu_usage_pct"] = payload.get("usage_pct")
# 2. Update Service State
if service and service != "all":
svc_key = f"{node}/{service}"
if svc_key not in self.world_state["services"]:
self.world_state["services"][svc_key] = {
"node": node,
"service": service,
"status": "unknown",
"last_check": None,
"incident_id": None
}
self.world_state["services"][svc_key]["last_check"] = timestamp
if etype == "service_recovered":
self.world_state["services"][svc_key]["status"] = "healthy"
self._resolve_incident(svc_key, timestamp)
elif etype == "service_healthy":
# Positive confirmation from node-agent that a managed container
# is running. This keeps services.json populated so the supervisor
# can correctly detect drift (absent entry = never reported = unknown,
# not the same as confirmed missing).
# Also resolve any active incident — if a service that had been
# unhealthy/crashing is now confirmed healthy, the incident is over.
self.world_state["services"][svc_key]["status"] = "healthy"
self._resolve_incident(svc_key, timestamp)
elif etype in ["service_unhealthy", "healthcheck_failed"]:
self.world_state["services"][svc_key]["status"] = "unhealthy"
self._handle_incident(svc_key, event)
# 3. Update Deployment State
if etype.startswith("deployment_") and cid:
if cid not in self.world_state["deployments"]:
self.world_state["deployments"][cid] = {
"node": node,
"service": service,
"status": "unknown",
"started_at": None,
"finished_at": None,
"events": []
}
self.world_state["deployments"][cid]["events"].append({
"type": etype,
"timestamp": timestamp,
"payload": payload
})
if etype == "deployment_started":
self.world_state["deployments"][cid]["status"] = "in_progress"
self.world_state["deployments"][cid]["started_at"] = timestamp
elif etype == "deployment_completed":
self.world_state["deployments"][cid]["status"] = "completed"
self.world_state["deployments"][cid]["finished_at"] = timestamp
elif etype == "deployment_failed":
self.world_state["deployments"][cid]["status"] = "failed"
self.world_state["deployments"][cid]["finished_at"] = timestamp
# Deployment failure often creates an incident
self._handle_deployment_failure(event)
def _handle_incident(self, svc_key, event):
# Correlation: collapse repeated failures for the same service on the same node
active_incident = self.world_state["services"][svc_key].get("incident_id")
if active_incident and active_incident in self.world_state["incidents"]:
incident = self.world_state["incidents"][active_incident]
if incident["status"] == "active":
incident["last_occurrence"] = event["timestamp"]
incident["occurrence_count"] = incident.get("occurrence_count", 1) + 1
incident["events"].append(event["timestamp"])
return
# Create new incident
incident_id = f"inc-{int(time.time())}-{event.get('node')}-{event.get('service')}"
self.world_state["incidents"][incident_id] = {
"id": incident_id,
"node": event.get("node"),
"service": event.get("service"),
"status": "active",
"severity": event.get("severity"),
# trigger_type records the event type that opened this incident so that
# the supervisor can choose the appropriate remediation action
# (e.g. container_restart for containers_not_running / mqtt_unreachable
# vs. a full redeploy for other causes).
"trigger_type": event.get("type"),
"started_at": event.get("timestamp"),
"last_occurrence": event.get("timestamp"),
"occurrence_count": 1,
"events": [event["timestamp"]],
"correlation_id": event.get("correlation_id")
}
self.world_state["services"][svc_key]["incident_id"] = incident_id
def _resolve_incident(self, svc_key, timestamp):
incident_id = self.world_state["services"][svc_key].get("incident_id")
if incident_id and incident_id in self.world_state["incidents"]:
if self.world_state["incidents"][incident_id]["status"] == "active":
self.world_state["incidents"][incident_id]["status"] = "resolved"
self.world_state["incidents"][incident_id]["resolved_at"] = timestamp
self.world_state["services"][svc_key]["incident_id"] = None
def _handle_deployment_failure(self, event):
# Specific logic for deployment failures
svc_key = f"{event.get('node')}/{event.get('service')}"
self._handle_incident(svc_key, event)
# Link diagnostics if available in payload
incident_id = self.world_state["services"][svc_key].get("incident_id")
if incident_id and incident_id in self.world_state["incidents"]:
payload = event.get("payload", {})
if "diagnostics_file" in payload:
self.world_state["incidents"][incident_id]["diagnostics_ref"] = payload["diagnostics_file"]
elif "error" in payload:
self.world_state["incidents"][incident_id]["last_error"] = payload["error"]
def run_once(self):
# Update heartbeat
heartbeat_file = STATE_DIR / "observer.heartbeat"
try:
heartbeat_file.touch()
except Exception as e:
logger.error(f"Failed to touch heartbeat file: {e}")
# Collect all event files grouped by node directory.
# Per-node checkpoints are compared within each directory independently,
# so late-arriving events from remote nodes (sorted earlier in the path)
# are never skipped just because another node's checkpoint is further ahead.
all_files = sorted(glob.glob(str(EVENTS_DIR / "**" / "*.json"), recursive=True))
new_files = []
for file_path in all_files:
try:
node_dir = str(Path(file_path).relative_to(EVENTS_DIR).parts[0])
except (IndexError, ValueError):
node_dir = "__unknown__"
last_for_node = self.node_checkpoints.get(node_dir, "")
if file_path > last_for_node:
new_files.append((node_dir, file_path))
if not new_files:
# Even if no new events, prune stale entries and refresh summary freshness.
self._prune_stale_world()
self._save_world()
return
logger.info(f"Processing {len(new_files)} new events across "
f"{len({n for n, _ in new_files})} node(s)")
for node_dir, file_path in new_files:
try:
with open(file_path, "r") as f:
event = json.load(f)
# Skip events the observer emitted itself (node liveness
# transitions). Re-ingesting them would call process_event,
# which sets last_seen = event timestamp and would resurrect a
# node we just declared dead. They are still consumed by the
# supervisor (alerting) and the panel event feed.
if event.get("source") == "observer":
if file_path > self.node_checkpoints.get(node_dir, ""):
self.node_checkpoints[node_dir] = file_path
continue
self.process_event(event)
# Advance per-node checkpoint (only forward — no regression).
if file_path > self.node_checkpoints.get(node_dir, ""):
self.node_checkpoints[node_dir] = file_path
except Exception as e:
logger.error(
"Error processing node_dir=%s file=%s (%s: %s)",
node_dir, file_path, type(e).__name__, e,
)
self._quarantine_event_file(file_path, node_dir, e)
self._save_checkpoint()
self._prune_stale_world()
self._save_world()
def loop(self, interval=5):
logger.info("Starting observer loop")
while True:
self.run_once()
time.sleep(interval)
if __name__ == "__main__":
import sys
observer = Observer()
if "--run-once" in sys.argv:
observer.run_once()
else:
observer.loop()