feat(docker): a swarm service's metrics stay under one key across its tasks (#6718)
#6718 "A swarm container's metrics, normal and anomalies are keyed by its task name, so they start over whenever the task moves". The operator: "the metrics should be keys to the service name not the task name... as that's what's consistent between updates." CPU, memory, restart count and health now go under "swarm/<service>", so a normal, its anomalies and an alert rule carry across a redeploy or a move between nodes. Network rates stay "<host>/<service>", the task id gone, as they answer who on a host is sending. Tasks of a multi-task service share the key, so its level reads as an average across them (of 51 live services, only authentik-worker and portainer_agent run more than one task). History under task names moves in a background task, 5000 raw samples every 15 s, not a migration: the raw table holds about 2M such rows and the app would wait on it at boot. Hourly rows combine where two tasks share an hour, and rows still to review merge to one per metric. A service's anomalies no longer reach a host's page, as it has no one host; get_anomaly reads what happened around one from the service's own events. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
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# plugins/docker/rekey.py
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"""Moves history kept under a swarm task's own name, "<host>/<service>.<slot>.
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<task>", onto its service's key, "swarm/<service>": samples, hourly rollups,
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anomalies and the alert rules and maintenance windows that name it.
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The raw table holds millions of rows, too many to move in a migration that the
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app has to wait for. A small task moves a batch at a time in the background
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instead, one key after another, and does nothing once none are left. Network
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rates stay where they are: they are kept per host, and age out with retention.
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"""
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from __future__ import annotations
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import asyncio
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import logging
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from typing import TYPE_CHECKING
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from sqlalchemy import delete, select, text, update
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from steward.core.scheduler import ScheduledTask
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from steward.models.alerts import AlertRule, MaintenanceWindow
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from steward.models.metrics import PluginMetric, PluginMetricHourly, PluginMetricLatest
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from steward.models.norms import MetricAnomaly, MetricAnomalySpan
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from steward.models.tickets import TicketLink
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from steward.models.timeline import TimelineEntry
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from steward.timeline.record import anomaly_changed
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from .service import container_resource, task_service
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if TYPE_CHECKING:
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from quart import Quart
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logger = logging.getLogger(__name__)
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BATCH = 5000 # raw samples moved in one go
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EVERY_S = 15
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TRAFFIC = ("net_rx_bps", "net_tx_bps")
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_TASK_KEY = r"^[^/]+/.+\.([0-9]+|[a-z0-9]{25})\.[a-z0-9]{25}$"
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_NOT_TRAFFIC = "metric_name NOT IN ('net_rx_bps', 'net_tx_bps')"
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# Hours the service has no row for change name; hours it has are combined, as
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# two tasks of a service can share an hour.
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_RENAME_HOURS = text(f"""
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UPDATE plugin_metrics_hourly o SET resource_name = :new
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WHERE o.source_module = 'docker' AND o.resource_name = :old AND o.{_NOT_TRAFFIC}
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AND NOT EXISTS (SELECT 1 FROM plugin_metrics_hourly n
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WHERE n.source_module = 'docker' AND n.resource_name = :new
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AND n.metric_name = o.metric_name AND n.bucket = o.bucket)
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""")
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_COMBINE_HOURS = text("""
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UPDATE plugin_metrics_hourly n SET
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value_avg = COALESCE((n.value_avg * n.sample_count + o.value_avg * o.sample_count)
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/ NULLIF(n.sample_count + o.sample_count, 0), n.value_avg),
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value_max = GREATEST(n.value_max, o.value_max),
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value_p95 = GREATEST(n.value_p95, o.value_p95),
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sample_count = n.sample_count + o.sample_count
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FROM plugin_metrics_hourly o
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WHERE o.source_module = 'docker' AND o.resource_name = :old
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AND n.source_module = 'docker' AND n.resource_name = :new
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AND n.metric_name = o.metric_name AND n.bucket = o.bucket
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""")
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_DROP_HOURS = text(f"""
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DELETE FROM plugin_metrics_hourly
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WHERE source_module = 'docker' AND resource_name = :old AND {_NOT_TRAFFIC}
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""")
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def service_key(old: str) -> str:
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"""The key a task-named resource belongs under now."""
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return container_resource("", old.split("/", 1)[1])
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async def old_keys(session) -> list[str]:
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"""Every task-named docker resource still holding something to move. The
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latest-value table stands for the raw samples, as a key stays in it until
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its samples have aged out."""
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found: set[str] = set()
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for model in (PluginMetricLatest, PluginMetricHourly):
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found.update((await session.execute(
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select(model.resource_name).distinct().where(
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model.source_module == "docker", model.metric_name.notin_(TRAFFIC),
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model.resource_name.op("~")(_TASK_KEY)))).scalars())
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for model in (MetricAnomaly, AlertRule):
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found.update((await session.execute(
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select(model.resource_name).distinct().where(
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model.source_module == "docker", model.resource_name.op("~")(_TASK_KEY)))).scalars())
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found.update((await session.execute(
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select(MaintenanceWindow.scope_resource).distinct().where(
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MaintenanceWindow.scope_source == "docker",
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MaintenanceWindow.scope_resource.op("~")(_TASK_KEY)))).scalars())
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return sorted(k for k in found if task_service(k.split("/", 1)[1]))
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async def _merge_anomalies(session, new: str) -> None:
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"""One row per metric still to review, as for any key: the rows waiting on
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the service become the newest of them, with all their occurrences."""
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rows = (await session.execute(
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select(MetricAnomaly).where(
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MetricAnomaly.source_module == "docker", MetricAnomaly.resource_name == new,
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MetricAnomaly.review == "to_review")
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.order_by(MetricAnomaly.last_started_at.desc()))).scalars().all()
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keep: dict[str, MetricAnomaly] = {}
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for row in rows:
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into = keep.setdefault(row.metric_name, row)
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if into is row:
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continue
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await session.execute(update(MetricAnomalySpan).where(
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MetricAnomalySpan.anomaly_id == row.id).values(anomaly_id=into.id))
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into.occurrences += row.occurrences
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into.started_at = min(into.started_at, row.started_at)
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if row.ended_at is None:
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into.ended_at = None
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if row.peak_level > into.peak_level:
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into.peak_level, into.peak_at = row.peak_level, row.peak_at
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into.usual_hold, into.usual_peak = row.usual_hold, row.usual_peak
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linked = (await session.execute(select(TicketLink.ticket_id).where(
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TicketLink.ref_type == "metric_anomaly", TicketLink.ref_id == into.id))).scalars().all()
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await session.execute(update(TicketLink).where(
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TicketLink.ref_type == "metric_anomaly", TicketLink.ref_id == row.id,
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TicketLink.ticket_id.notin_(linked)).values(ref_id=into.id))
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await session.execute(delete(TicketLink).where(
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TicketLink.ref_type == "metric_anomaly", TicketLink.ref_id == row.id))
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await session.execute(delete(TimelineEntry).where(
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TimelineEntry.ref_type == "metric_anomaly", TimelineEntry.ref_id == row.id))
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await session.delete(row)
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async def move_key(session, old: str) -> bool:
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"""Move the next batch of `old`, and the rest of what it holds once its raw
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samples are done. Returns whether it is finished. Runs inside the caller's
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transaction."""
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new = service_key(old)
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batch = select(PluginMetric.id).where(
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PluginMetric.source_module == "docker", PluginMetric.resource_name == old,
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PluginMetric.metric_name.notin_(TRAFFIC)).limit(BATCH)
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moved = await session.execute(
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update(PluginMetric).where(PluginMetric.id.in_(batch)).values(resource_name=new)
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.execution_options(synchronize_session=False))
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if moved.rowcount >= BATCH:
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return False
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keys = {"old": old, "new": new}
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for statement in (_RENAME_HOURS, _COMBINE_HOURS, _DROP_HOURS):
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await session.execute(statement, keys)
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await session.execute(delete(PluginMetricLatest).where(
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PluginMetricLatest.source_module == "docker", PluginMetricLatest.resource_name == old,
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PluginMetricLatest.metric_name.notin_(TRAFFIC)))
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await session.execute(update(AlertRule).where(
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AlertRule.source_module == "docker", AlertRule.resource_name == old).values(resource_name=new))
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await session.execute(update(MaintenanceWindow).where(
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MaintenanceWindow.scope_source == "docker", MaintenanceWindow.scope_resource == old)
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.values(scope_resource=new))
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await session.execute(update(MetricAnomaly).where(
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MetricAnomaly.source_module == "docker", MetricAnomaly.resource_name == old)
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.values(resource_name=new).execution_options(synchronize_session=False))
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session.expire_all()
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await _merge_anomalies(session, new)
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await session.flush()
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for row in (await session.execute(select(MetricAnomaly).where(
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MetricAnomaly.source_module == "docker", MetricAnomaly.resource_name == new))).scalars().all():
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await anomaly_changed(session, row)
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return True
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def make_rekey_task(app: "Quart") -> ScheduledTask:
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remaining: list[str] | None = None
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busy = asyncio.Lock()
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async def rekey() -> None:
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nonlocal remaining
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if remaining == [] or busy.locked():
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return
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async with busy, app.db_sessionmaker() as session:
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async with session.begin():
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if remaining is None:
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remaining = await old_keys(session)
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logger.info("Swarm history under task names: %d keys to move", len(remaining))
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if remaining and await move_key(session, remaining[-1]):
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remaining.pop()
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return ScheduledTask(name="docker_rekey", coro_factory=rekey, interval_seconds=EVERY_S)
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