Files
DECNET/decnet/clustering/worker.py

181 lines
5.9 KiB
Python

"""Long-running identity-resolution clusterer worker.
Runs :meth:`Clusterer.tick` on bus-wake or slow-tick fallback. Mirrors
:mod:`decnet.intel.worker` and :mod:`decnet.correlation.reuse_worker`:
woken on ``attacker.observed`` and ``attacker.scored`` for sub-second
latency, falls back to a 60s poll when the bus is unavailable.
The clusterer itself owns its DB writes (``attacker_identities`` +
``attackers.identity_id`` updates). The worker shell is responsible only
for:
* lifecycle (bus connect, heartbeat, control listener, clean shutdown),
* publishing ``identity.formed`` / ``identity.observation.linked`` /
``identity.merged`` / ``identity.unmerged`` from the
:class:`ClusterResult` returned by ``tick``.
The skeleton ``ConnectedComponentsClusterer.tick`` returns an empty
result, so this worker runs but emits no identity events until edges
are wired in.
"""
from __future__ import annotations
import asyncio
import contextlib
from typing import Optional
from decnet.bus import topics as _topics
from decnet.bus.base import BaseBus
from decnet.bus.factory import get_bus
from decnet.bus.publish import (
publish_safely,
run_control_listener_signal as _run_control_listener_signal,
run_health_heartbeat as _run_health_heartbeat,
)
from decnet.clustering.base import Clusterer, ClusterResult
from decnet.clustering.factory import get_clusterer
from decnet.logging import get_logger
from decnet.web.db.repository import BaseRepository
log = get_logger("clustering.worker")
_DEFAULT_POLL_SECS = 60.0
async def run_clusterer_loop(
repo: BaseRepository,
*,
poll_interval_secs: float = _DEFAULT_POLL_SECS,
clusterer: Optional[Clusterer] = None,
shutdown: Optional[asyncio.Event] = None,
) -> None:
"""Run the identity clusterer until cancelled.
*clusterer* defaults to :func:`get_clusterer` — tests pass a fake.
*shutdown* is an optional external stop signal; the loop also exits
cleanly on :class:`asyncio.CancelledError` and
:class:`KeyboardInterrupt`.
"""
if clusterer is None:
clusterer = get_clusterer()
log.info(
"clusterer started impl=%s poll_interval_secs=%s",
clusterer.name, poll_interval_secs,
)
bus: Optional[BaseBus] = None
wake = asyncio.Event()
wake_tasks: list[asyncio.Task] = []
heartbeat_task: Optional[asyncio.Task] = None
try:
candidate = get_bus(client_name="clusterer")
await candidate.connect()
bus = candidate
wake_tasks.append(asyncio.create_task(
_wake_on(bus, wake, _topics.attacker(_topics.ATTACKER_OBSERVED)),
))
wake_tasks.append(asyncio.create_task(
_wake_on(bus, wake, _topics.attacker(_topics.ATTACKER_SCORED)),
))
heartbeat_task = asyncio.create_task(
_run_health_heartbeat(bus, "clusterer"),
)
wake_tasks.append(asyncio.create_task(
_run_control_listener_signal(bus, "clusterer"),
))
except Exception as exc: # noqa: BLE001
log.warning(
"clusterer: bus unavailable, running in poll-only mode: %s", exc,
)
if shutdown is None:
shutdown = asyncio.Event()
try:
while not shutdown.is_set():
try:
result = await clusterer.tick(repo)
except Exception: # noqa: BLE001
log.exception("clusterer: tick failed")
result = ClusterResult()
await _publish_result(bus, result)
try:
await asyncio.wait_for(
wake.wait(), timeout=float(poll_interval_secs),
)
except asyncio.TimeoutError:
pass
wake.clear()
except (asyncio.CancelledError, KeyboardInterrupt):
log.info("clusterer stopped")
finally:
for t in wake_tasks:
t.cancel()
if heartbeat_task is not None:
heartbeat_task.cancel()
for task in (*wake_tasks, heartbeat_task):
if task is None:
continue
with contextlib.suppress(asyncio.CancelledError, Exception):
await task
if bus is not None:
with contextlib.suppress(Exception):
await bus.close()
async def _publish_result(bus: Optional[BaseBus], result: ClusterResult) -> None:
"""Fan ``ClusterResult`` out to the four ``identity.*`` topics."""
for formed in result.identities_formed:
await publish_safely(
bus,
_topics.identity(_topics.IDENTITY_FORMED),
formed,
event_type=_topics.IDENTITY_FORMED,
)
for linked in result.observations_linked:
await publish_safely(
bus,
_topics.identity(_topics.IDENTITY_OBSERVATION_LINKED),
linked,
event_type=_topics.IDENTITY_OBSERVATION_LINKED,
)
for merged in result.identities_merged:
await publish_safely(
bus,
_topics.identity(_topics.IDENTITY_MERGED),
merged,
event_type=_topics.IDENTITY_MERGED,
)
for unmerged in result.identities_unmerged:
await publish_safely(
bus,
_topics.identity(_topics.IDENTITY_UNMERGED),
unmerged,
event_type=_topics.IDENTITY_UNMERGED,
)
async def _wake_on(bus: BaseBus, wake: asyncio.Event, pattern: str) -> None:
"""Flip *wake* every time *pattern* fires on the bus.
Survives transient subscriber errors by logging and exiting; the
poll-interval fallback keeps the loop alive in poll-only mode.
"""
try:
sub = bus.subscribe(pattern)
async with sub:
async for _event in sub:
wake.set()
except asyncio.CancelledError:
raise
except Exception as exc: # noqa: BLE001
log.warning(
"clusterer: subscriber for %s died (%s); falling back to poll",
pattern, exc,
)
__all__ = ["run_clusterer_loop"]