The engine was I/O-bound on its own state backend. `RedisState.lock()` is one key — `pipeline:_lock` — for the whole process, taken five times a message at two round trips each, and every cascade and every node read queued behind it. Inside it, reading a node's inputs was three round trips per input (an EXISTS for `in`, then EXISTS and GET for the value), writing was two updates that a single transaction already gives, and the version counters went one INCR at a time. Replaced with the atomic command that was always available: `get_present` is one MGET and tells a missing key from one holding null, so the lock it used to be read under bought nothing; value and timestamp land in one `update`, which is a MULTI/EXEC; `increment_multi` pipelines the counters. `values()` — what every websocket snapshot calls — is two reads whatever the message count instead of two per message. Beside that: every webhook did its blocking XADD on the asyncio event loop (MQTT already used `to_thread`); the per-execution `NodeOutcome` was built and validated even with no run watching; `_minute` built a tz-aware datetime per event on the loop thread to key a dict, and now keys on an int; `move_due` promoted delayed items one round trip each, every second; `FLOW_MAX_CASCADES` makes the in-flight ceiling a setting rather than a constant. `orjson` replaces stdlib json where a message pays for it — state, the journal, the engine side of the worker pipe. `fluksio-worker` stays dependency-free, and the run-cache digest stays on stdlib so no stored key is invalidated. A non-finite number now stores as `null` rather than the bare `NaN` that was never JSON. Measured with `scripts/bench_engine.py` against a real Redis, 200 messages: a five-node chain went from 43.9 to 103.1 msg/s with p50 latency 2110ms → 782ms and p95 3913ms → 1439ms; one source into twenty consumers went from 5.4 to 33.7 msg/s. In memory, twenty consumers went from 187 to 448 msg/s. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01BpfSinyCBfjuieikyfMPbf
606 lines
22 KiB
Python
606 lines
22 KiB
Python
"""The engine's work queue: what survives a crash.
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Every external event — an MQTT message, a webhook, a cron tick, a connector
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poll — becomes a work item before anything runs. The item is journaled first
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and acknowledged only once the wave it started has quiesced, so an engine that
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dies mid-cascade picks the work up again on the way back rather than losing it.
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Two implementations: Redis Streams, which is what makes the above true, and an
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in-memory one for tests and for running without Redis, where "durable" degrades
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honestly to "not".
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"""
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from __future__ import annotations
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import heapq
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import logging
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import threading
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import time
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from abc import ABC, abstractmethod
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from collections import deque
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from dataclasses import dataclass, field
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from typing import Any, cast
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import orjson
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import redis
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logger = logging.getLogger(__name__)
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# The stream is a buffer, not an archive: anything this far behind is long
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# superseded by a newer value of the same message.
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STREAM_MAXLEN = 10_000
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# An item redelivered this often is not going to succeed. Park it where someone
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# can look rather than letting it loop forever.
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MAX_DELIVERIES = 3
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GROUP = "engine"
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@dataclass
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class WorkItem:
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"""One unit of journaled work.
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:param kind: ``cascade`` replays a node's outputs and runs what is
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downstream; ``flush`` lets out what a node's rate limits held back;
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``run`` is a whole batch run, and carries only its id.
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:param node: The node the item is about — the source for a cascade, the
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one whose rate limits are released for a flush.
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:param flow: The flow that node belongs to, so gating needs no lookup.
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:param outputs: What the source node emitted (cascade only).
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:param cause: Where the work came from, for logs and debugging.
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:param not_before: Epoch seconds before which the item must not run.
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:param guard: ``(key, value)`` the target node must still remember for
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this item to be worth running — how a rescheduled wait cancels the
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one it replaced.
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:param entry_id: Set by the queue on claim; stable across redeliveries,
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which is what makes it usable as an idempotency key.
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:param deliveries: How many times this item has been handed out.
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:param enqueued_at: When the item was made. Carried rather than read off
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the entry id, because only the Redis queue has timestamps in its ids.
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"""
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kind: str
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node: str
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flow: str
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outputs: dict[str, Any] = field(default_factory=dict)
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cause: str = "system"
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not_before: float = 0.0
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guard_key: str = ""
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guard_value: str = ""
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entry_id: str = ""
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deliveries: int = 1
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enqueued_at: float = field(default_factory=time.time)
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#: The run this item is, on a ``run`` item. Everything else about a run is
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#: in its database row, so the journal only has to name it.
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run_id: str = ""
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def to_fields(self) -> dict[str, str]:
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return {
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"kind": self.kind,
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"node": self.node,
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"flow": self.flow,
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"outputs": orjson.dumps(self.outputs).decode(),
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"cause": self.cause,
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"not_before": str(self.not_before),
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"guard_key": self.guard_key,
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"guard_value": self.guard_value,
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"enqueued_at": str(self.enqueued_at),
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"run_id": self.run_id,
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}
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@classmethod
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def from_fields(
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cls, fields: dict[str, str], entry_id: str, deliveries: int = 1
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) -> WorkItem:
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return cls(
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kind=fields.get("kind", "cascade"),
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node=fields.get("node", ""),
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flow=fields.get("flow", ""),
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outputs=orjson.loads(fields.get("outputs") or "{}"),
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cause=fields.get("cause", "system"),
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not_before=float(fields.get("not_before") or 0.0),
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guard_key=fields.get("guard_key", ""),
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guard_value=fields.get("guard_value", ""),
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entry_id=entry_id,
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deliveries=deliveries,
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enqueued_at=float(fields.get("enqueued_at") or time.time()),
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run_id=fields.get("run_id", ""),
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)
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class WorkQueue(ABC):
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"""What the execution service pulls from."""
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@abstractmethod
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def add(self, item: WorkItem) -> None:
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"""Journal an item for immediate execution."""
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@abstractmethod
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def add_delayed(self, item: WorkItem, not_before: float) -> None:
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"""Journal an item that must not run before ``not_before``."""
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@abstractmethod
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def claim(self, count: int, block_ms: int) -> list[WorkItem]:
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"""Take up to ``count`` items, waiting up to ``block_ms`` for one."""
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@abstractmethod
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def ack(self, item: WorkItem) -> None:
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"""Mark an item done, so it is never redelivered."""
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def touch(self, entry_ids: list[str]) -> None: # noqa: B027
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"""Say these items are still being worked on, not abandoned.
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A node with no timeout may run far longer than the reclaim window, and
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nothing else distinguishes that from an engine that died holding the
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item. Concrete rather than abstract: a queue with no redelivery has
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nothing to answer here.
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"""
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@abstractmethod
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def reclaim_stale(self, min_idle_ms: int) -> list[WorkItem]:
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"""Take back items claimed by a consumer that never acknowledged them."""
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@abstractmethod
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def move_due(self, now: float) -> int:
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"""Promote delayed items whose time has come. Returns how many."""
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@abstractmethod
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def dead_letter(self, item: WorkItem, reason: str) -> None:
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"""Set an item aside after it has failed too often."""
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@abstractmethod
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def park(self, flow: str, item: WorkItem) -> None:
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"""Hold an item while its flow is paused."""
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@abstractmethod
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def unpark(self, flow: str) -> list[WorkItem]:
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"""Return a paused flow's held items to the queue, oldest first."""
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@abstractmethod
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def unpark_one(self, flow: str) -> WorkItem | None:
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"""Take the oldest held item, leaving the rest parked. That is a step."""
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@abstractmethod
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def clear_flow(self, flow: str) -> None:
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"""Forget anything held for a flow that no longer exists."""
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@abstractmethod
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def stats(self) -> dict[str, Any]:
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"""Backlog, in-flight, delayed and parked counts plus the oldest
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pending age, for the health endpoint."""
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def backlog(self) -> int:
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"""How much work is waiting to be claimed.
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Distinct from ``pending``, which is what has been handed to a consumer
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and not yet acknowledged — work in progress. An engine hours behind has
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a small ``pending`` and a large backlog, which is why one is not the
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other. Concrete rather than abstract so the degradation watcher can ask
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any queue.
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"""
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return 0
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def backlog_flows(self, sample: int = 100) -> dict[str, int]:
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"""Which flows the waiting work belongs to, as far as can be sampled."""
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return {}
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@abstractmethod
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def dead_letters(self, count: int = 50) -> list[dict[str, Any]]:
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"""What was given up on, newest first."""
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@abstractmethod
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def mark_done(self, entry_id: str, node: str) -> None:
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"""Record that a side effect already happened for this delivery."""
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@abstractmethod
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def was_done(self, entry_id: str, node: str) -> bool:
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"""Did this exact item already run that side-effecting node?"""
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@abstractmethod
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def close(self) -> None:
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"""Release whatever the queue holds."""
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class MemoryWorkQueue(WorkQueue):
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"""In-process queue. No durability: a crash loses whatever is in flight."""
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def __init__(self) -> None:
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self._items: deque[WorkItem] = deque()
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self._delayed: list[tuple[float, int, WorkItem]] = []
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self._parked: dict[str, list[WorkItem]] = {}
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self._done: set[tuple[str, str]] = set()
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# Claimed and not yet acknowledged, which is what Redis's `pending` is.
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self._in_flight = 0
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self._counter = 0
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self._seq = 0
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self._lock = threading.Lock()
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self._wake = threading.Condition(self._lock)
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def _next_id(self) -> str:
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self._seq += 1
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return f"mem-{self._seq}"
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def add(self, item: WorkItem) -> None:
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with self._wake:
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if not item.entry_id:
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item.entry_id = self._next_id()
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self._items.append(item)
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self._wake.notify()
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def add_delayed(self, item: WorkItem, not_before: float) -> None:
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with self._wake:
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if not item.entry_id:
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item.entry_id = self._next_id()
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item.not_before = not_before
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self._counter += 1
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heapq.heappush(self._delayed, (not_before, self._counter, item))
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self._wake.notify()
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def claim(self, count: int, block_ms: int) -> list[WorkItem]:
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deadline = time.monotonic() + block_ms / 1000.0
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with self._wake:
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while not self._items:
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remaining = deadline - time.monotonic()
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if remaining <= 0:
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return []
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self._wake.wait(remaining)
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claimed = [
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self._items.popleft() for _ in range(min(count, len(self._items)))
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]
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self._in_flight += len(claimed)
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return claimed
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def ack(self, item: WorkItem) -> None:
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"""Nothing to take off the queue — claiming did that. Only counted."""
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with self._lock:
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self._in_flight = max(0, self._in_flight - 1)
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def reclaim_stale(self, min_idle_ms: int) -> list[WorkItem]:
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"""Nothing to reclaim: an item lost here died with the process."""
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return []
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def move_due(self, now: float) -> int:
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moved = 0
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with self._wake:
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while self._delayed and self._delayed[0][0] <= now:
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self._items.append(heapq.heappop(self._delayed)[2])
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moved += 1
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if moved:
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self._wake.notify()
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return moved
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def dead_letter(self, item: WorkItem, reason: str) -> None:
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logger.error("Dropping work item for '%s': %s", item.node, reason)
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def park(self, flow: str, item: WorkItem) -> None:
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with self._lock:
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self._parked.setdefault(flow, []).append(item)
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def unpark(self, flow: str) -> list[WorkItem]:
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with self._lock:
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return self._parked.pop(flow, [])
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def unpark_one(self, flow: str) -> WorkItem | None:
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with self._lock:
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held = self._parked.get(flow)
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return held.pop(0) if held else None
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def clear_flow(self, flow: str) -> None:
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with self._lock:
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self._parked.pop(flow, None)
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def backlog(self) -> int:
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with self._lock:
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return len(self._items)
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def stats(self) -> dict[str, Any]:
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with self._lock:
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return {
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"backlog": len(self._items),
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"pending": self._in_flight,
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"delayed": len(self._delayed),
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"parked": sum(len(v) for v in self._parked.values()),
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"oldest_pending_s": 0.0,
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"durable": False,
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}
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def dead_letters(self, count: int = 50) -> list[dict[str, Any]]:
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"""Nothing is kept: a dropped item here died with the process."""
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return []
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def mark_done(self, entry_id: str, node: str) -> None:
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with self._lock:
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self._done.add((entry_id, node))
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def was_done(self, entry_id: str, node: str) -> bool:
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with self._lock:
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return (entry_id, node) in self._done
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def close(self) -> None:
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"""Nothing is held outside the process."""
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class RedisWorkQueue(WorkQueue):
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"""Redis Streams queue: the one that survives the process.
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Items live in a stream read through a consumer group, so an item handed to
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a consumer that dies before acknowledging it stays pending and is reclaimed
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by whoever comes next.
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"""
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def __init__(
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self,
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host: str,
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port: int = 6379,
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# A root of its own: the state backend owns `pipeline:`, and sharing the
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# prefix meant `RedisState.clear()` could DEL the queue stream.
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namespace: str = "queue",
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consumer: str | None = None,
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) -> None:
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self._redis = redis.Redis(host=host, port=port, decode_responses=True)
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self._ns = namespace
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self._consumer = consumer or f"engine-{int(time.time() * 1000) % 1_000_000}"
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self._stream = f"{namespace}:__queue__"
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self._delayed_key = f"{namespace}:__delayed__"
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self._dead_key = f"{namespace}:__dead__"
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# Which flows have something parked. Maintained rather than discovered:
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# finding them with a keyspace scan walked every state and idempotency
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# key in the database, twice per health poll.
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self._parked_flows_key = f"{namespace}:__parked_flows__"
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self._ensure_group()
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def _ensure_group(self) -> None:
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try:
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self._redis.xgroup_create(self._stream, GROUP, id="0", mkstream=True)
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except redis.ResponseError as exc:
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if "BUSYGROUP" not in str(exc):
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raise
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def _parked_key(self, flow: str) -> str:
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return f"{self._ns}:__parked__:{flow}"
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def _done_key(self, entry_id: str, node: str) -> str:
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return f"{self._ns}:__done__:{entry_id}:{node}"
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def add(self, item: WorkItem) -> None:
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self._redis.xadd(
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self._stream,
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cast(Any, item.to_fields()),
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maxlen=STREAM_MAXLEN,
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approximate=True,
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)
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def add_delayed(self, item: WorkItem, not_before: float) -> None:
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item.not_before = not_before
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self._redis.zadd(
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self._delayed_key, {orjson.dumps(item.to_fields()): not_before}
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)
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def claim(self, count: int, block_ms: int) -> list[WorkItem]:
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response = cast(
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list[Any],
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self._redis.xreadgroup(
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GROUP,
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self._consumer,
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{self._stream: ">"},
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count=count,
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block=block_ms,
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),
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)
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items: list[WorkItem] = []
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for _stream, entries in response or []:
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for entry_id, fields in entries:
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items.append(WorkItem.from_fields(fields, entry_id))
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return items
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def ack(self, item: WorkItem) -> None:
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if item.entry_id:
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self._redis.xack(self._stream, GROUP, item.entry_id)
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def touch(self, entry_ids: list[str]) -> None:
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if not entry_ids:
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return
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# Claiming an entry we already hold resets how long it has been idle,
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# which is the only thing `reclaim_stale` reads. `justid` keeps the
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# delivery count where it is, so a long node neither redelivers nor
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# spends its way towards the dead-letter cap. An entry already
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# acknowledged is simply not there, and this is a no-op for it.
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self._redis.xclaim(
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self._stream,
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GROUP,
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self._consumer,
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min_idle_time=0,
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message_ids=entry_ids,
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justid=True,
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)
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def reclaim_stale(self, min_idle_ms: int) -> list[WorkItem]:
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"""Take over entries a dead consumer never acknowledged."""
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_cursor, entries, _deleted = cast(
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tuple[Any, list[Any], Any],
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self._redis.xautoclaim(
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self._stream,
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GROUP,
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self._consumer,
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min_idle_time=min_idle_ms,
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count=32,
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),
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)
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if not entries:
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return []
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# xautoclaim does not report delivery counts, so ask xpending for them.
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counts: dict[str, int] = {}
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for record in cast(
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list[dict[str, Any]],
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self._redis.xpending_range(self._stream, GROUP, min="-", max="+", count=64),
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):
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counts[record["message_id"]] = record["times_delivered"]
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return [
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WorkItem.from_fields(fields, entry_id, counts.get(entry_id, 1))
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for entry_id, fields in entries
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if fields
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]
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def move_due(self, now: float) -> int:
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due = cast(
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list[str],
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self._redis.zrangebyscore(self._delayed_key, "-inf", now, start=0, num=100),
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)
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if not due:
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return 0
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# Whoever removes it owns it: a second engine gets 0 for that member and
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# leaves it alone. One round trip for the batch rather than one each,
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# which matters because this runs every second.
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pipe = self._redis.pipeline()
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for raw in due:
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pipe.zrem(self._delayed_key, raw)
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claimed = cast(list[int], pipe.execute())
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pipe = self._redis.pipeline()
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moved = 0
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for raw, owned in zip(due, claimed, strict=True):
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if owned:
|
|
pipe.xadd(
|
|
self._stream,
|
|
cast(Any, orjson.loads(raw)),
|
|
maxlen=STREAM_MAXLEN,
|
|
approximate=True,
|
|
)
|
|
moved += 1
|
|
if moved:
|
|
pipe.execute()
|
|
return moved
|
|
|
|
def dead_letter(self, item: WorkItem, reason: str) -> None:
|
|
fields = item.to_fields()
|
|
fields["reason"] = reason
|
|
self._redis.xadd(
|
|
self._dead_key, cast(Any, fields), maxlen=1000, approximate=True
|
|
)
|
|
logger.error("Dead-lettered work item for '%s': %s", item.node, reason)
|
|
|
|
def park(self, flow: str, item: WorkItem) -> None:
|
|
pipe = self._redis.pipeline()
|
|
pipe.rpush(self._parked_key(flow), orjson.dumps(item.to_fields()))
|
|
pipe.sadd(self._parked_flows_key, flow)
|
|
pipe.execute()
|
|
|
|
def unpark(self, flow: str) -> list[WorkItem]:
|
|
key = self._parked_key(flow)
|
|
raw = cast(list[str], self._redis.lrange(key, 0, -1))
|
|
pipe = self._redis.pipeline()
|
|
pipe.delete(key)
|
|
pipe.srem(self._parked_flows_key, flow)
|
|
pipe.execute()
|
|
return [WorkItem.from_fields(orjson.loads(r), "") for r in raw]
|
|
|
|
def unpark_one(self, flow: str) -> WorkItem | None:
|
|
key = self._parked_key(flow)
|
|
pipe = self._redis.pipeline()
|
|
pipe.lpop(key)
|
|
pipe.llen(key)
|
|
raw, remaining = cast(tuple["str | None", int], pipe.execute())
|
|
if not remaining:
|
|
self._redis.srem(self._parked_flows_key, flow)
|
|
return WorkItem.from_fields(orjson.loads(raw), "") if raw else None
|
|
|
|
def clear_flow(self, flow: str) -> None:
|
|
pipe = self._redis.pipeline()
|
|
pipe.delete(self._parked_key(flow))
|
|
pipe.srem(self._parked_flows_key, flow)
|
|
pipe.execute()
|
|
|
|
def _group_info(self) -> dict[str, Any]:
|
|
"""This consumer group's row of ``XINFO GROUPS``, or an empty one."""
|
|
try:
|
|
groups = cast(list[dict[str, Any]], self._redis.xinfo_groups(self._stream))
|
|
except redis.ResponseError:
|
|
# No stream yet: nothing has ever been enqueued.
|
|
return {}
|
|
return next((g for g in groups if g.get("name") == GROUP), {})
|
|
|
|
def backlog(self) -> int:
|
|
"""Entries in the stream this group has never been handed.
|
|
|
|
Redis calls it the group's ``lag``. It is nil rather than zero when the
|
|
stream has been trimmed under the group — entries that were dropped
|
|
before anyone read them — and unknown is reported as none waiting,
|
|
since the alternative is a health screen crying wolf after a trim.
|
|
"""
|
|
return int(self._group_info().get("lag") or 0)
|
|
|
|
def backlog_flows(self, sample: int = 100) -> dict[str, int]:
|
|
"""Which flows the waiting work belongs to, from a sample of the tail.
|
|
|
|
The group's lag is one number for the whole stream, and the actionable
|
|
half of "the engine is behind" is always *what* is producing the work.
|
|
Reads forward from the last entry the group was handed, which is where
|
|
the undelivered entries start.
|
|
"""
|
|
after = self._group_info().get("last-delivered-id")
|
|
if not after:
|
|
return {}
|
|
entries = cast(
|
|
list[tuple[str, dict[str, str]]],
|
|
self._redis.xrange(self._stream, min=f"({after}", max="+", count=sample),
|
|
)
|
|
counts: dict[str, int] = {}
|
|
for _entry_id, fields in entries:
|
|
flow = fields.get("flow", "")
|
|
if flow:
|
|
counts[flow] = counts.get(flow, 0) + 1
|
|
return counts
|
|
|
|
def stats(self) -> dict[str, Any]:
|
|
pending = cast(dict[str, Any], self._redis.xpending(self._stream, GROUP))
|
|
oldest = 0.0
|
|
count = pending.get("pending", 0) if isinstance(pending, dict) else 0
|
|
if count:
|
|
records = cast(
|
|
list[dict[str, Any]],
|
|
self._redis.xpending_range(
|
|
self._stream, GROUP, min="-", max="+", count=1
|
|
),
|
|
)
|
|
if records:
|
|
oldest = records[0]["time_since_delivered"] / 1000.0
|
|
flows = cast(set[str], self._redis.smembers(self._parked_flows_key))
|
|
parked = sum(cast(int, self._redis.llen(self._parked_key(f))) for f in flows)
|
|
return {
|
|
"backlog": self.backlog(),
|
|
"pending": count,
|
|
"delayed": cast(int, self._redis.zcard(self._delayed_key)),
|
|
"parked": parked,
|
|
"oldest_pending_s": round(oldest, 1),
|
|
"durable": True,
|
|
}
|
|
|
|
def dead_letters(self, count: int = 50) -> list[dict[str, Any]]:
|
|
"""What was set aside, newest first. The entry id carries the time."""
|
|
entries = cast(
|
|
list[tuple[str, dict[str, str]]],
|
|
self._redis.xrevrange(self._dead_key, count=count),
|
|
)
|
|
return [
|
|
{
|
|
"id": entry_id,
|
|
"ts": int(entry_id.split("-")[0]) / 1000.0,
|
|
"flow": fields.get("flow", ""),
|
|
"node": fields.get("node", ""),
|
|
"cause": fields.get("cause", ""),
|
|
"reason": fields.get("reason", ""),
|
|
}
|
|
for entry_id, fields in entries
|
|
]
|
|
|
|
def mark_done(self, entry_id: str, node: str) -> None:
|
|
# An hour outlives any redelivery; after that the marker is noise.
|
|
self._redis.set(self._done_key(entry_id, node), "1", ex=3600)
|
|
|
|
def was_done(self, entry_id: str, node: str) -> bool:
|
|
return bool(self._redis.exists(self._done_key(entry_id, node)))
|
|
|
|
def close(self) -> None:
|
|
self._redis.close()
|