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* feat(runs): cross-process run ownership with lease + reconciliation (#3948) Implements work items 2 and 3 of the multi-worker P0 plan (docs/multi_worker.md). Work item 1 (Postgres startup gate, #3960) already landed; this PR makes run creation race-safe across worker processes and lets Postgres deployments recover orphaned inflight runs from crashed workers without mis-marking live runs as orphans. Work item 2 — cross-process atomic create_or_reject - Alembic revision 0004_run_ownership adds runs.owner_worker_id, runs.lease_expires_at, idx_runs_lease, and a partial unique index uq_runs_thread_active (one pending/running run per thread). The index is declared on RunRow.__table_args__ with sqlite_where + postgresql_where (mirroring uq_channel_connection_active_identity) so the empty-DB bootstrap path — which runs Base.metadata.create_all + alembic stamp head without executing any revision's upgrade() — also lands it on fresh deployments. Migration 0004 additionally creates it idempotently for legacy/versioned upgrades. - RunRepository.create_run_atomic is the new atomic primitive: - reject: INSERT directly; the partial unique index catches duplicate active runs; the manager surfaces the result as ConflictError. - interrupt/rollback: SELECT FOR UPDATE the conflicting rows, skip rows whose lease is still valid AND owned by another live worker (raise ConflictError — the INSERT would have failed on the index anyway, and a retry loop cannot make progress), cancel the rest in the same transaction, then INSERT the new row. Rows owned by this worker are interruptible regardless of lease state. - RunManager.create_or_reject dispatches to the store under the existing local lock; same-worker in-memory cancellation runs after the store commit succeeds. MemoryRunStore mirrors the same semantics for tests and database.backend=memory. Work item 3 — lease heartbeat + Postgres reconciliation - RunOwnershipConfig (lease_seconds=30, grace_seconds=10, heartbeat_enabled=false by default), registered as startup-only in reload_boundary.STARTUP_ONLY_FIELDS because the heartbeat background task is created once in langgraph_runtime() and is not rebuilt on config.yaml edits. - When heartbeat_enabled, each worker renewes leases on its own active runs with interval = lease_seconds / 3. The loop is bounded and stop-event-cancellable so shutdown is prompt. - reconcile_orphaned_inflight_runs now runs on every backend — the sqlite-only gate in app/gateway/deps.py is dropped in the same commit so there is no window where Postgres would mis-mark live Worker A runs as orphans. Reconciliation errors only runs whose lease is NULL (legacy pre-ownership rows) or older than grace_seconds. In single-worker mode (heartbeat off, NULL leases) all inflight rows reclaim immediately, preserving the pre-ownership recovery latency. - Heartbeat starts AFTER startup reconciliation and stops BEFORE the in-flight run drain on shutdown so the two cannot race. GATEWAY_WORKERS=1 with heartbeat_enabled=false keeps current behavior. Verified: 170 related tests + full backend suite (minus Docker-gated live tests) green; ruff check + ruff format clean. * fix(runs): tighten unique-violation handling and document clock-sync budget Three follow-up fixes to the cross-process run ownership work in #3948, surfacing during review. 1. _is_unique_violation: detect by driver-native signal, not message text The previous substring heuristic ("unique" + "violat", or "duplicate") missed SQLite's actual phrasing "UNIQUE constraint failed: <table>.<index>" — SQLite says "failed", not "violates", and never "duplicate". On SQLite the detector returned False, the reject path re-raised the raw IntegrityError, and clients saw HTTP 500 instead of ConflictError 409. The conversion is the load-bearing piece of the "store is source of truth" design but was untested — every atomic test used MemoryRunStore, which raises ConflictError directly and never reached this branch. Now prefers driver-native signals: psycopg pgcode/sqlcode "23505" and sqlite3 sqlite_errorcode SQLITE_CONSTRAINT_UNIQUE (reachable through SQLAlchemy IntegrityError.orig). Message matching stays as a fallback with SQLite's exact "unique constraint failed" phrase added. 2. interrupt/rollback: convert exhausted-retry IntegrityError to ConflictError The reject branch converts unique violations to ConflictError. The interrupt/rollback retry loop did not — on the 3rd attempt it re-raised the raw IntegrityError, leaking HTTP 500 for the same race condition that reject surfaces as 409. Symmetric conversion added after the loop; callers now see a consistent ConflictError regardless of strategy. 3. Document clock-sync requirement for multi-worker lease reconciliation reconcile_orphaned_inflight_runs compares another worker's UTC lease_expires_at against this worker's datetime.now(UTC). The only skew budget is grace_seconds (default 10s) — worst case, with the owning worker's heartbeat just about to fire, a peer whose clock is more than ~grace_seconds ahead can mis-reclaim a still-live run as an orphan. Documented in RunOwnershipConfig's docstring (with the math) and in config.example.yaml (with operational guidance), so operators in NTP-poor environments know to raise grace_seconds. Default unchanged: 10s is reasonable for NTP-synced K8s/cloud, and bumping it would slow recovery of genuinely dead workers (lease_seconds + grace_seconds from last heartbeat to reclaim). Tests: - test_create_run_atomic_reject_propagates_conflict_on_unique_violation: end-to-end against a real SQLite-backed RunRepository, pre-inserts an active run, asserts reject-strategy create surfaces as ConflictError rather than raw IntegrityError. - test_is_unique_violation_detects_real_sqlite_integrity_error: unit test for the detector against a real SQLite-raised IntegrityError; asserts driver-level sqlite_errorcode is SQLITE_CONSTRAINT_UNIQUE. - test_interrupt_exhausted_retries_surface_as_conflict_error: pins the symmetric 409 behavior after the retry loop exhausts. Verified: ruff check + ruff format clean; multi-worker + run_repository + owner_isolation + reload_boundary suites green. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * fix(runs): close multi-worker ownership gaps in lease heartbeat and unique-violation detection Five code-review fixes from docs/multi_worker.md: 1. Drop unused ``claim_inflight_runs`` primitive — no caller anywhere. ``create_run_atomic`` does its own inline claim (SELECT FOR UPDATE + cancel) inside the INSERT transaction; a separate claim primitive would split that into two transactions and open a claim→INSERT race. Removes ~40 lines across base.py / memory.py / sql.py plus the unused ``now_iso`` parameter, freeing future RunStore implementations from providing it. 2. Broaden ``_renew_leases`` filter to renew pending/running runs owned by this worker even when ``record.task is None``. The previous ``task is not None`` requirement skipped the brief window between ``create_run_atomic`` inserting the row and the worker spawning the agent task; under event-loop load that window can approach ``lease_seconds``, after which peer reconciliation marks the run ``error`` (visible) or a peer's ``create_or_reject("interrupt")`` silently kills the queued run. Filter now: ``task is None or not task.done()``. 3. Document the unsynchronised ``record.lease_expires_at = new_expiry`` write. ``lease_expires_at`` is the only field on an existing record this path mutates; ``set_status`` / ``_persist_status`` touch other fields, so there is no concurrent writer to race against. Re-acquiring ``self._lock`` would serialise unrelated run mutations for no gain. 4. Gate ``_is_unique_violation`` message fallbacks on ``isinstance(current, (SAIntegrityError, sqlite3.IntegrityError))``. The driver-code path (pgcode/sqlite_errorcode) remains load-bearing; substring fallbacks are now belt-and-suspenders only for cases where the driver attribute isn't reachable through the cause chain. Without the gate, any application exception whose ``str()`` happens to contain "duplicate key" / "unique" + "violat" (CHECK constraint, validation error) would silently surface as HTTP 409 instead of 500. 5. Route ``update_lease`` through ``_call_store_with_retry`` for consistency with every other store call, and wrap ``await self._renew_leases()`` in ``_heartbeat_loop`` with ``except Exception: logger.warning(...)``. Previously a transient error from the snapshot path or an unexpected exception would kill the heartbeat task silently — after which no lease is ever renewed again and every active run eventually looks orphaned. ``except Exception`` lets ``CancelledError`` (BaseException since 3.8) propagate so shutdown cancellation still works. Regression tests: - ``test_heartbeat_renews_pending_run_before_task_is_spawned`` - ``test_is_unique_violation_does_not_misclassify_application_exception`` Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * fix(runs): harden multi-worker migration, memory atomicity, and tz-naive lease comparison Three follow-up fixes to the multi-worker run ownership work: - migration 0004 dedupe pass: cancel superseded duplicate active rows per thread before creating the partial UNIQUE index ``uq_runs_thread_active`` so dirty DBs (Postgres deployments that had reconciliation skipped by the old sqlite-only gate, or any env that ran GATEWAY_WORKERS>1 before this PR) do not abort the alembic upgrade and block gateway startup. Keeps the newest active row per thread, marks the rest as error with an explanatory message. - MemoryRunStore.create_run_atomic interrupt/rollback path: split the single- pass loop into two passes (collect candidates, validate, then mutate) so a ConflictError raised on a later candidate does not leave earlier candidates half-interrupted. Mirrors the SQL store's transactional rollback semantics; the entire test_multi_worker_run_ownership.py suite runs against memory so this divergence was giving false confidence. - RunRepository.create_run_atomic interrupt path: coerce tz-naive ``row.lease_expires_at`` to UTC before comparing against the aware ``cutoff``. SQLite drops tzinfo on read despite ``DateTime(timezone=True)`` (this file's own comment acknowledges it), so the Python-side comparison raised ``TypeError: can't compare offset-naive and offset-aware datetimes`` whenever heartbeat was enabled on SQLite and a lease was non-NULL. Defaults (heartbeat off -> leases always NULL) masked it, but there was no guard against the combination. Follows the existing "naive is UTC" convention from ``coerce_iso``. Each fix ships with a regression test pinning the behavior. Co-Authored-By: heart-scalpel <heart-scalpel@users.noreply.github.com> Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * fix(runs): enforce heartbeat for multi-worker, fix memory-store datetime comparison, lazy-import ConflictError in store layer Three fixes from code review: 1. Extend the startup gate (GATEWAY_WORKERS>1) to also require run_ownership.heartbeat_enabled=true. Without heartbeat every run has a NULL lease, so reconciliation treats all inflight rows as orphans and Worker B would kill Worker A's live runs on every rolling update or scale-up. 2. Fix MemoryRunStore.list_inflight_with_expired_lease to parse created_at as datetime instead of ISO string lexical comparison, and handle tz-naive lease values uniformly with the SQL store. 3. Store layer (sql.py, memory.py) now lazy-imports ConflictError inside create_run_atomic instead of importing from the higher RunManager layer at module level. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * fix(runs): add owner check to update_lease, document create() assumption, restore deleted comment - update_lease (SQL + memory) now requires owner_worker_id match in WHERE clause so the primitive is safe by construction against misuse - create() docstring notes it bypasses atomic create_run_atomic and assumes no active run exists for the thread - restore explanatory comment in MemoryRunStore.aggregate_tokens_by_thread that was dropped in an earlier commit Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * fix(runs): add psycopg3 sqlstate detection and periodic orphan reconciliation - _is_unique_violation now checks sqlstate attribute (psycopg3 uses this instead of pgcode). On Postgres, the only supported multi-worker backend, detection was falling through to the message-substring fallback. - _heartbeat_loop now runs reconcile_orphaned_inflight_runs every 3rd cycle (every lease_seconds) to catch orphans whose lease expires between pod restarts. Single-worker deployments are unaffected (heartbeat off). Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> --------- Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com> Co-authored-by: heart-scalpel <heart-scalpel@users.noreply.github.com> Co-authored-by: Willem Jiang <willem.jiang@gmail.com>
974 lines
34 KiB
Python
974 lines
34 KiB
Python
"""Tests for RunManager."""
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import asyncio
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import logging
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import re
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import sqlite3
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from typing import Any
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import pytest
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from sqlalchemy.exc import DatabaseError as SQLAlchemyDatabaseError
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from deerflow.runtime import DisconnectMode, RunManager, RunStatus
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from deerflow.runtime.runs.manager import ConflictError, PersistenceRetryPolicy
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from deerflow.runtime.runs.store.memory import MemoryRunStore
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ISO_RE = re.compile(r"^\d{4}-\d{2}-\d{2}T\d{2}:\d{2}:\d{2}")
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@pytest.fixture
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def manager() -> RunManager:
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return RunManager()
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class FlakyStatusRunStore(MemoryRunStore):
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"""Memory run store that simulates transient SQLite status-write failures."""
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def __init__(self, *, status_failures: int) -> None:
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super().__init__()
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self.status_failures = status_failures
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self.status_update_attempts = 0
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async def update_status(self, run_id, status, *, error=None):
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self.status_update_attempts += 1
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if self.status_failures > 0:
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self.status_failures -= 1
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raise sqlite3.OperationalError("database is locked")
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return await super().update_status(run_id, status, error=error)
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class MissingRowStatusRunStore(MemoryRunStore):
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"""Memory run store that reports a missing row for status updates."""
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async def update_status(self, run_id, status, *, error=None):
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await super().update_status(run_id, status, error=error)
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return False
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class PermanentStatusRunStore(MemoryRunStore):
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"""Memory run store that simulates a permanent SQLAlchemy write failure."""
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def __init__(self) -> None:
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super().__init__()
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self.status_update_attempts = 0
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async def update_status(self, run_id, status, *, error=None):
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self.status_update_attempts += 1
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raise SQLAlchemyDatabaseError(
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"UPDATE runs SET status = :status WHERE run_id = :run_id",
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{"status": status, "run_id": run_id},
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sqlite3.DatabaseError("no such table: runs"),
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)
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class FailingStatusRunStore(MemoryRunStore):
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"""Memory run store that always fails status updates."""
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def __init__(self) -> None:
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super().__init__()
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self.status_update_attempts = 0
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async def update_status(self, run_id, status, *, error=None):
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self.status_update_attempts += 1
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raise sqlite3.OperationalError("database is locked")
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class MissingCompletionRunStore(MemoryRunStore):
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"""Memory run store that reports one missing row for completion updates."""
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def __init__(self) -> None:
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super().__init__()
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self.completion_update_attempts = 0
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async def update_run_completion(self, run_id, *, status, **kwargs):
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self.completion_update_attempts += 1
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if self.completion_update_attempts == 1:
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return False
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return await super().update_run_completion(run_id, status=status, **kwargs)
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class AlwaysMissingCompletionRunStore(MemoryRunStore):
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"""Memory run store that keeps reporting missing rows for completion updates."""
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def __init__(self) -> None:
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super().__init__()
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self.completion_update_attempts = 0
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async def update_run_completion(self, run_id, *, status, **kwargs):
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self.completion_update_attempts += 1
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return False
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async def _stored_statuses(store: MemoryRunStore, *run_ids: str) -> dict[str, Any]:
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rows = {}
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for run_id in run_ids:
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row = await store.get(run_id)
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rows[run_id] = row["status"] if row else None
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return rows
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@pytest.mark.anyio
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async def test_create_and_get(manager: RunManager):
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"""Created run should be retrievable with new fields."""
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record = await manager.create(
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"thread-1",
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"lead_agent",
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metadata={"key": "val"},
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kwargs={"input": {}},
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multitask_strategy="reject",
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)
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assert record.status == RunStatus.pending
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assert record.thread_id == "thread-1"
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assert record.assistant_id == "lead_agent"
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assert record.metadata == {"key": "val"}
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assert record.kwargs == {"input": {}}
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assert record.multitask_strategy == "reject"
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assert ISO_RE.match(record.created_at)
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assert ISO_RE.match(record.updated_at)
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fetched = await manager.get(record.run_id)
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assert fetched is record
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@pytest.mark.anyio
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async def test_status_transitions(manager: RunManager):
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"""Status should transition pending -> running -> success."""
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record = await manager.create("thread-1")
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assert record.status == RunStatus.pending
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await manager.set_status(record.run_id, RunStatus.running)
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assert record.status == RunStatus.running
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assert ISO_RE.match(record.updated_at)
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await manager.set_status(record.run_id, RunStatus.success)
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assert record.status == RunStatus.success
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@pytest.mark.anyio
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async def test_cancel(manager: RunManager):
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"""Cancel should set abort_event and transition to interrupted."""
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record = await manager.create("thread-1")
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await manager.set_status(record.run_id, RunStatus.running)
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cancelled = await manager.cancel(record.run_id)
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assert cancelled is True
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assert record.abort_event.is_set()
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assert record.status == RunStatus.interrupted
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@pytest.mark.anyio
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async def test_cancel_persists_interrupted_status_to_store():
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"""Cancel should persist interrupted status to the backing store."""
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store = MemoryRunStore()
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manager = RunManager(store=store)
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record = await manager.create("thread-1")
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await manager.set_status(record.run_id, RunStatus.running)
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cancelled = await manager.cancel(record.run_id)
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stored = await store.get(record.run_id)
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assert cancelled is True
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assert stored is not None
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assert stored["status"] == "interrupted"
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@pytest.mark.anyio
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async def test_status_persistence_retries_transient_sqlite_lock():
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"""Transient SQLite lock errors should not leave a final status stale."""
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store = FlakyStatusRunStore(status_failures=2)
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manager = RunManager(store=store)
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record = await manager.create("thread-1")
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await manager.set_status(record.run_id, RunStatus.running)
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await manager.set_status(record.run_id, RunStatus.success)
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stored = await store.get(record.run_id)
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assert stored is not None
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assert stored["status"] == "success"
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assert store.status_update_attempts >= 4
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@pytest.mark.anyio
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async def test_status_persistence_recreates_missing_store_row():
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"""A final status update should recreate a run row if initial persistence was lost."""
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store = MissingRowStatusRunStore()
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manager = RunManager(store=store)
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record = await manager.create("thread-1")
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await store.delete(record.run_id)
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await manager.set_status(record.run_id, RunStatus.error, error="boom")
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stored = await store.get(record.run_id)
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assert stored is not None
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assert stored["status"] == "error"
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assert stored["error"] == "boom"
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@pytest.mark.anyio
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async def test_status_persistence_does_not_retry_permanent_sqlalchemy_errors():
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"""Permanent SQLAlchemy failures should not be retried as SQLite pressure."""
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store = PermanentStatusRunStore()
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manager = RunManager(
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store=store,
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persistence_retry_policy=PersistenceRetryPolicy(max_attempts=5, initial_delay=0),
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)
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record = await manager.create("thread-1")
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await manager.set_status(record.run_id, RunStatus.error, error="boom")
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assert store.status_update_attempts == 1
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@pytest.mark.anyio
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async def test_completion_persistence_recreates_missing_store_row():
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"""Completion updates should recreate a missing row and persist final counters."""
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store = MissingCompletionRunStore()
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manager = RunManager(store=store)
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record = await manager.create("thread-1")
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await manager.set_status(record.run_id, RunStatus.running)
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await manager.set_status(record.run_id, RunStatus.success)
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await store.delete(record.run_id)
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await manager.update_run_completion(
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record.run_id,
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status="success",
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total_tokens=42,
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llm_call_count=2,
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last_ai_message="done",
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)
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stored = await store.get(record.run_id)
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assert stored is not None
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assert stored["status"] == "success"
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assert stored["total_tokens"] == 42
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assert stored["llm_call_count"] == 2
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assert stored["last_ai_message"] == "done"
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assert store.completion_update_attempts == 2
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@pytest.mark.anyio
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async def test_completion_persistence_warns_when_recreated_row_still_missing(caplog):
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"""A second zero-row completion update after recreation should not be silent."""
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store = AlwaysMissingCompletionRunStore()
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manager = RunManager(store=store)
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record = await manager.create("thread-1")
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await manager.set_status(record.run_id, RunStatus.success)
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caplog.set_level(logging.WARNING, logger="deerflow.runtime.runs.manager")
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await manager.update_run_completion(record.run_id, status="success", total_tokens=42)
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assert store.completion_update_attempts == 2
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assert "affected no rows after row recreation" in caplog.text
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@pytest.mark.anyio
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async def test_reconcile_orphaned_inflight_runs_marks_stale_rows_error():
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"""Startup recovery should turn persisted active rows into explicit errors."""
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store = MemoryRunStore()
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await store.put("pending-run", thread_id="thread-1", status="pending", created_at="2026-01-01T00:00:00+00:00")
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await store.put("running-run", thread_id="thread-1", status="running", created_at="2026-01-01T00:00:01+00:00")
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await store.put("success-run", thread_id="thread-1", status="success", created_at="2026-01-01T00:00:02+00:00")
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manager = RunManager(store=store)
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recovered = await manager.reconcile_orphaned_inflight_runs(
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error="Gateway restarted before this run reached a durable final state.",
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before="2026-01-01T00:00:02+00:00",
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)
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assert {record.run_id for record in recovered} == {"pending-run", "running-run"}
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assert await _stored_statuses(store, "pending-run", "running-run", "success-run") == {
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"pending-run": "error",
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"running-run": "error",
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"success-run": "success",
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}
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@pytest.mark.anyio
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async def test_reconcile_orphaned_inflight_runs_skips_live_local_run():
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"""Startup recovery should not mark an active row orphaned when this worker owns it."""
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store = MemoryRunStore()
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manager = RunManager(store=store)
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record = await manager.create("thread-1")
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await manager.set_status(record.run_id, RunStatus.running)
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recovered = await manager.reconcile_orphaned_inflight_runs(
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error="Gateway restarted before this run reached a durable final state.",
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)
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stored = await store.get(record.run_id)
|
|
assert recovered == []
|
|
assert stored["status"] == "running"
|
|
|
|
|
|
@pytest.mark.anyio
|
|
async def test_reconcile_orphaned_inflight_runs_skips_rows_when_error_status_is_not_persisted():
|
|
"""Startup recovery must not report a row as recovered if the error update failed."""
|
|
store = FailingStatusRunStore()
|
|
await store.put("running-run", thread_id="thread-1", status="running", created_at="2026-01-01T00:00:00+00:00")
|
|
manager = RunManager(
|
|
store=store,
|
|
persistence_retry_policy=PersistenceRetryPolicy(max_attempts=2, initial_delay=0),
|
|
)
|
|
|
|
recovered = await manager.reconcile_orphaned_inflight_runs(
|
|
error="Gateway restarted before this run reached a durable final state.",
|
|
before="2026-01-01T00:00:01+00:00",
|
|
)
|
|
|
|
stored = await store.get("running-run")
|
|
assert recovered == []
|
|
assert stored["status"] == "running"
|
|
assert store.status_update_attempts == 2
|
|
|
|
|
|
@pytest.mark.anyio
|
|
async def test_cancel_not_inflight(manager: RunManager):
|
|
"""Cancelling a completed run should return False."""
|
|
record = await manager.create("thread-1")
|
|
await manager.set_status(record.run_id, RunStatus.success)
|
|
|
|
cancelled = await manager.cancel(record.run_id)
|
|
assert cancelled is False
|
|
|
|
|
|
@pytest.mark.anyio
|
|
async def test_list_by_thread(manager: RunManager):
|
|
"""Same thread should return multiple runs."""
|
|
r1 = await manager.create("thread-1")
|
|
r2 = await manager.create("thread-1")
|
|
await manager.create("thread-2")
|
|
|
|
runs = await manager.list_by_thread("thread-1")
|
|
assert len(runs) == 2
|
|
# Newest first: r2 was created after r1.
|
|
assert runs[0].run_id == r2.run_id
|
|
assert runs[1].run_id == r1.run_id
|
|
|
|
|
|
@pytest.mark.anyio
|
|
async def test_list_by_thread_is_stable_when_timestamps_tie(manager: RunManager, monkeypatch: pytest.MonkeyPatch):
|
|
"""Ordering should be stable (insertion order) even when timestamps tie."""
|
|
monkeypatch.setattr("deerflow.runtime.runs.manager._now_iso", lambda: "2026-01-01T00:00:00+00:00")
|
|
|
|
r1 = await manager.create("thread-1")
|
|
r2 = await manager.create("thread-1")
|
|
|
|
runs = await manager.list_by_thread("thread-1")
|
|
assert [run.run_id for run in runs] == [r1.run_id, r2.run_id]
|
|
|
|
|
|
@pytest.mark.anyio
|
|
async def test_has_inflight(manager: RunManager):
|
|
"""has_inflight should be True when a run is pending or running."""
|
|
record = await manager.create("thread-1")
|
|
assert await manager.has_inflight("thread-1") is True
|
|
|
|
await manager.set_status(record.run_id, RunStatus.success)
|
|
assert await manager.has_inflight("thread-1") is False
|
|
|
|
|
|
@pytest.mark.anyio
|
|
async def test_cleanup(manager: RunManager):
|
|
"""After cleanup, the run should be gone."""
|
|
record = await manager.create("thread-1")
|
|
run_id = record.run_id
|
|
|
|
await manager.cleanup(run_id, delay=0)
|
|
assert await manager.get(run_id) is None
|
|
|
|
|
|
@pytest.mark.anyio
|
|
async def test_set_status_with_error(manager: RunManager):
|
|
"""Error message should be stored on the record."""
|
|
record = await manager.create("thread-1")
|
|
await manager.set_status(record.run_id, RunStatus.error, error="Something went wrong")
|
|
assert record.status == RunStatus.error
|
|
assert record.error == "Something went wrong"
|
|
|
|
|
|
@pytest.mark.anyio
|
|
async def test_get_nonexistent(manager: RunManager):
|
|
"""Getting a nonexistent run should return None."""
|
|
assert await manager.get("does-not-exist") is None
|
|
|
|
|
|
@pytest.mark.anyio
|
|
async def test_get_hydrates_store_only_run():
|
|
"""Store-only runs should be readable after process restart."""
|
|
store = MemoryRunStore()
|
|
await store.put(
|
|
"run-store-only",
|
|
thread_id="thread-1",
|
|
assistant_id="lead_agent",
|
|
status="success",
|
|
multitask_strategy="reject",
|
|
metadata={"source": "store"},
|
|
kwargs={"input": "value"},
|
|
created_at="2026-01-01T00:00:00+00:00",
|
|
model_name="model-a",
|
|
)
|
|
manager = RunManager(store=store)
|
|
|
|
record = await manager.get("run-store-only")
|
|
|
|
assert record is not None
|
|
assert record.run_id == "run-store-only"
|
|
assert record.thread_id == "thread-1"
|
|
assert record.assistant_id == "lead_agent"
|
|
assert record.status == RunStatus.success
|
|
assert record.on_disconnect == DisconnectMode.cancel
|
|
assert record.metadata == {"source": "store"}
|
|
assert record.kwargs == {"input": "value"}
|
|
assert record.model_name == "model-a"
|
|
assert record.task is None
|
|
assert record.store_only is True
|
|
|
|
|
|
@pytest.mark.anyio
|
|
async def test_get_hydrates_run_with_null_enum_fields():
|
|
"""Rows with NULL status/on_disconnect must hydrate with safe defaults, not raise."""
|
|
store = MemoryRunStore()
|
|
# Simulate a SQL row where the nullable status column is NULL
|
|
await store.put(
|
|
"run-null-status",
|
|
thread_id="thread-1",
|
|
status=None,
|
|
created_at="2026-01-01T00:00:00+00:00",
|
|
)
|
|
manager = RunManager(store=store)
|
|
|
|
record = await manager.get("run-null-status")
|
|
|
|
assert record is not None
|
|
assert record.status == RunStatus.pending
|
|
assert record.on_disconnect == DisconnectMode.cancel
|
|
assert record.store_only is True
|
|
|
|
|
|
@pytest.mark.anyio
|
|
async def test_list_by_thread_hydrates_run_with_null_enum_fields():
|
|
"""list_by_thread must not skip rows with NULL status; applies safe defaults."""
|
|
store = MemoryRunStore()
|
|
await store.put(
|
|
"run-null-status-list",
|
|
thread_id="thread-null",
|
|
status=None,
|
|
created_at="2026-01-01T00:00:00+00:00",
|
|
)
|
|
manager = RunManager(store=store)
|
|
|
|
runs = await manager.list_by_thread("thread-null")
|
|
|
|
assert len(runs) == 1
|
|
assert runs[0].run_id == "run-null-status-list"
|
|
assert runs[0].status == RunStatus.pending
|
|
assert runs[0].on_disconnect == DisconnectMode.cancel
|
|
|
|
|
|
@pytest.mark.anyio
|
|
async def test_create_record_is_not_store_only(manager: RunManager):
|
|
"""In-memory records created via create() must have store_only=False."""
|
|
record = await manager.create("thread-1")
|
|
assert record.store_only is False
|
|
|
|
|
|
@pytest.mark.anyio
|
|
async def test_create_rolls_back_in_memory_record_on_store_failure():
|
|
"""create() must fail and hide the run when the initial store write fails."""
|
|
from unittest.mock import AsyncMock
|
|
|
|
store = MemoryRunStore()
|
|
store.put = AsyncMock(side_effect=RuntimeError("db down"))
|
|
manager = RunManager(store=store)
|
|
|
|
with pytest.raises(RuntimeError, match="db down"):
|
|
await manager.create("thread-1")
|
|
|
|
assert manager._runs == {}
|
|
assert await manager.list_by_thread("thread-1") == []
|
|
|
|
|
|
@pytest.mark.anyio
|
|
async def test_create_rolls_back_in_memory_record_on_store_cancellation():
|
|
"""create() must also roll back when cancelled during the initial store write."""
|
|
store = MemoryRunStore()
|
|
|
|
async def cancelled_put(run_id, **kwargs):
|
|
raise asyncio.CancelledError
|
|
|
|
store.put = cancelled_put
|
|
manager = RunManager(store=store)
|
|
|
|
with pytest.raises(asyncio.CancelledError):
|
|
await manager.create("thread-1")
|
|
|
|
assert manager._runs == {}
|
|
assert await manager.list_by_thread("thread-1") == []
|
|
|
|
|
|
@pytest.mark.anyio
|
|
async def test_create_does_not_expose_run_until_store_persist_completes():
|
|
"""Concurrent readers must wait until the new run has been persisted."""
|
|
store = MemoryRunStore()
|
|
manager = RunManager(store=store)
|
|
original_put = store.put
|
|
put_started = asyncio.Event()
|
|
allow_put = asyncio.Event()
|
|
|
|
async def blocking_put(run_id, **kwargs):
|
|
put_started.set()
|
|
await allow_put.wait()
|
|
return await original_put(run_id, **kwargs)
|
|
|
|
store.put = blocking_put
|
|
create_task = asyncio.create_task(manager.create("thread-1"))
|
|
list_task = None
|
|
|
|
try:
|
|
await put_started.wait()
|
|
list_task = asyncio.create_task(manager.list_by_thread("thread-1"))
|
|
await asyncio.sleep(0)
|
|
assert not list_task.done()
|
|
|
|
allow_put.set()
|
|
record = await create_task
|
|
runs = await list_task
|
|
|
|
assert [run.run_id for run in runs] == [record.run_id]
|
|
finally:
|
|
allow_put.set()
|
|
cleanup_tasks = []
|
|
for task in (list_task, create_task):
|
|
if task is None:
|
|
continue
|
|
if not task.done():
|
|
task.cancel()
|
|
cleanup_tasks.append(task)
|
|
await asyncio.gather(*cleanup_tasks, return_exceptions=True)
|
|
|
|
|
|
@pytest.mark.anyio
|
|
async def test_get_prefers_in_memory_record_over_store():
|
|
"""In-memory records retain task/control state when store has same run."""
|
|
store = MemoryRunStore()
|
|
manager = RunManager(store=store)
|
|
record = await manager.create("thread-1")
|
|
await store.update_status(record.run_id, "success")
|
|
|
|
fetched = await manager.get(record.run_id)
|
|
|
|
assert fetched is record
|
|
assert fetched.status == RunStatus.pending
|
|
|
|
|
|
@pytest.mark.anyio
|
|
async def test_list_by_thread_merges_store_runs_newest_first():
|
|
"""list_by_thread should merge memory and store rows with memory precedence."""
|
|
store = MemoryRunStore()
|
|
await store.put("old-store", thread_id="thread-1", status="success", created_at="2026-01-01T00:00:00+00:00")
|
|
await store.put("other-thread", thread_id="thread-2", status="success", created_at="2026-01-03T00:00:00+00:00")
|
|
manager = RunManager(store=store)
|
|
memory_record = await manager.create("thread-1")
|
|
|
|
runs = await manager.list_by_thread("thread-1")
|
|
|
|
assert [run.run_id for run in runs] == [memory_record.run_id, "old-store"]
|
|
assert runs[0] is memory_record
|
|
|
|
|
|
@pytest.mark.anyio
|
|
async def test_create_defaults(manager: RunManager):
|
|
"""Create with no optional args should use defaults."""
|
|
record = await manager.create("thread-1")
|
|
assert record.metadata == {}
|
|
assert record.kwargs == {}
|
|
assert record.multitask_strategy == "reject"
|
|
assert record.assistant_id is None
|
|
|
|
|
|
@pytest.mark.anyio
|
|
async def test_model_name_create_or_reject():
|
|
"""create_or_reject should accept and persist model_name."""
|
|
from deerflow.runtime.runs.schemas import DisconnectMode
|
|
|
|
store = MemoryRunStore()
|
|
mgr = RunManager(store=store)
|
|
|
|
record = await mgr.create_or_reject(
|
|
"thread-1",
|
|
assistant_id="lead_agent",
|
|
on_disconnect=DisconnectMode.cancel,
|
|
metadata={"key": "val"},
|
|
kwargs={"input": {}},
|
|
multitask_strategy="reject",
|
|
model_name="anthropic.claude-sonnet-4-20250514-v1:0",
|
|
)
|
|
assert record.model_name == "anthropic.claude-sonnet-4-20250514-v1:0"
|
|
assert record.status == RunStatus.pending
|
|
|
|
# Verify model_name was persisted to store
|
|
stored = await store.get(record.run_id)
|
|
assert stored is not None
|
|
assert stored["model_name"] == "anthropic.claude-sonnet-4-20250514-v1:0"
|
|
|
|
# Verify retrieval returns the model_name via in-memory record
|
|
fetched = await mgr.get(record.run_id)
|
|
assert fetched is not None
|
|
assert fetched.model_name == "anthropic.claude-sonnet-4-20250514-v1:0"
|
|
|
|
|
|
@pytest.mark.anyio
|
|
async def test_create_or_reject_interrupt_persists_interrupted_status_to_store():
|
|
"""interrupt strategy should persist interrupted status for old runs."""
|
|
store = MemoryRunStore()
|
|
manager = RunManager(store=store)
|
|
old = await manager.create("thread-1")
|
|
await manager.set_status(old.run_id, RunStatus.running)
|
|
|
|
new = await manager.create_or_reject("thread-1", multitask_strategy="interrupt")
|
|
|
|
stored_old = await store.get(old.run_id)
|
|
assert new.run_id != old.run_id
|
|
assert old.status == RunStatus.interrupted
|
|
assert stored_old is not None
|
|
assert stored_old["status"] == "interrupted"
|
|
|
|
|
|
@pytest.mark.anyio
|
|
async def test_create_or_reject_does_not_interrupt_old_run_when_new_run_store_write_fails():
|
|
"""A failed new-run persist must not cancel the existing inflight run."""
|
|
from unittest.mock import AsyncMock
|
|
|
|
store = MemoryRunStore()
|
|
manager = RunManager(store=store)
|
|
old = await manager.create("thread-1")
|
|
await manager.set_status(old.run_id, RunStatus.running)
|
|
store.create_run_atomic = AsyncMock(side_effect=RuntimeError("db down"))
|
|
|
|
with pytest.raises(RuntimeError, match="db down"):
|
|
await manager.create_or_reject("thread-1", multitask_strategy="interrupt")
|
|
|
|
stored_old = await store.get(old.run_id)
|
|
assert list(manager._runs) == [old.run_id]
|
|
assert old.status == RunStatus.running
|
|
assert old.abort_event.is_set() is False
|
|
assert stored_old is not None
|
|
assert stored_old["status"] == "running"
|
|
|
|
|
|
@pytest.mark.anyio
|
|
async def test_create_or_reject_does_not_interrupt_old_run_when_new_run_store_write_is_cancelled():
|
|
"""Cancellation during new-run persist must not cancel the existing run."""
|
|
store = MemoryRunStore()
|
|
manager = RunManager(store=store)
|
|
old = await manager.create("thread-1")
|
|
await manager.set_status(old.run_id, RunStatus.running)
|
|
|
|
async def cancelled_create(run_id, **kwargs):
|
|
raise asyncio.CancelledError
|
|
|
|
store.create_run_atomic = cancelled_create
|
|
|
|
with pytest.raises(asyncio.CancelledError):
|
|
await manager.create_or_reject("thread-1", multitask_strategy="interrupt")
|
|
|
|
stored_old = await store.get(old.run_id)
|
|
assert list(manager._runs) == [old.run_id]
|
|
assert old.status == RunStatus.running
|
|
assert old.abort_event.is_set() is False
|
|
assert stored_old is not None
|
|
assert stored_old["status"] == "running"
|
|
|
|
|
|
@pytest.mark.anyio
|
|
async def test_create_or_reject_rollback_persists_interrupted_status_to_store():
|
|
"""rollback strategy should persist interrupted status for old runs."""
|
|
store = MemoryRunStore()
|
|
manager = RunManager(store=store)
|
|
old = await manager.create("thread-1")
|
|
await manager.set_status(old.run_id, RunStatus.running)
|
|
|
|
new = await manager.create_or_reject("thread-1", multitask_strategy="rollback")
|
|
|
|
stored_old = await store.get(old.run_id)
|
|
assert new.run_id != old.run_id
|
|
assert old.status == RunStatus.interrupted
|
|
assert stored_old is not None
|
|
assert stored_old["status"] == "interrupted"
|
|
|
|
|
|
@pytest.mark.anyio
|
|
async def test_model_name_default_is_none():
|
|
"""create_or_reject without model_name should default to None."""
|
|
from deerflow.runtime.runs.schemas import DisconnectMode
|
|
|
|
store = MemoryRunStore()
|
|
mgr = RunManager(store=store)
|
|
|
|
record = await mgr.create_or_reject(
|
|
"thread-1",
|
|
on_disconnect=DisconnectMode.cancel,
|
|
model_name=None,
|
|
)
|
|
assert record.model_name is None
|
|
|
|
stored = await store.get(record.run_id)
|
|
assert stored["model_name"] is None
|
|
|
|
|
|
# ---------------------------------------------------------------------------
|
|
# Store fallback tests (simulates gateway restart scenario)
|
|
# ---------------------------------------------------------------------------
|
|
|
|
|
|
@pytest.fixture
|
|
def manager_with_store() -> RunManager:
|
|
"""RunManager backed by a MemoryRunStore."""
|
|
return RunManager(store=MemoryRunStore())
|
|
|
|
|
|
@pytest.mark.anyio
|
|
async def test_list_by_thread_returns_store_records_after_restart(manager_with_store: RunManager):
|
|
"""After in-memory state is cleared (simulating restart), list_by_thread
|
|
should still return runs from the persistent store."""
|
|
mgr = manager_with_store
|
|
r1 = await mgr.create("thread-1", "agent-1")
|
|
await mgr.set_status(r1.run_id, RunStatus.success)
|
|
r2 = await mgr.create("thread-1", "agent-2")
|
|
await mgr.set_status(r2.run_id, RunStatus.error, error="boom")
|
|
|
|
# Clear in-memory dict to simulate a restart
|
|
mgr._runs.clear()
|
|
|
|
runs = await mgr.list_by_thread("thread-1")
|
|
assert len(runs) == 2
|
|
statuses = {r.run_id: r.status for r in runs}
|
|
assert statuses[r1.run_id] == RunStatus.success
|
|
assert statuses[r2.run_id] == RunStatus.error
|
|
# Verify other fields survive the round-trip
|
|
for r in runs:
|
|
assert r.thread_id == "thread-1"
|
|
assert ISO_RE.match(r.created_at)
|
|
|
|
|
|
@pytest.mark.anyio
|
|
async def test_list_by_thread_merges_in_memory_and_store(manager_with_store: RunManager):
|
|
"""In-memory runs should be included alongside store-only records."""
|
|
mgr = manager_with_store
|
|
|
|
# Create a run and let it complete (will be in both memory and store)
|
|
r1 = await mgr.create("thread-1")
|
|
await mgr.set_status(r1.run_id, RunStatus.success)
|
|
|
|
# Simulate restart: clear memory, then create a new in-memory run
|
|
mgr._runs.clear()
|
|
r2 = await mgr.create("thread-1")
|
|
|
|
runs = await mgr.list_by_thread("thread-1")
|
|
assert len(runs) == 2
|
|
run_ids = {r.run_id for r in runs}
|
|
assert r1.run_id in run_ids
|
|
assert r2.run_id in run_ids
|
|
|
|
# r2 should be the in-memory record (has live state)
|
|
r2_record = next(r for r in runs if r.run_id == r2.run_id)
|
|
assert r2_record is r2 # same object reference
|
|
|
|
|
|
@pytest.mark.anyio
|
|
async def test_list_by_thread_no_store():
|
|
"""Without a store, list_by_thread should only return in-memory runs."""
|
|
mgr = RunManager()
|
|
await mgr.create("thread-1")
|
|
|
|
mgr._runs.clear()
|
|
runs = await mgr.list_by_thread("thread-1")
|
|
assert runs == []
|
|
|
|
|
|
@pytest.mark.anyio
|
|
async def test_aget_returns_in_memory_record(manager_with_store: RunManager):
|
|
"""aget should return the in-memory record when available."""
|
|
mgr = manager_with_store
|
|
r1 = await mgr.create("thread-1", "agent-1")
|
|
|
|
result = await mgr.aget(r1.run_id)
|
|
assert result is r1 # same object
|
|
|
|
|
|
@pytest.mark.anyio
|
|
async def test_aget_falls_back_to_store(manager_with_store: RunManager):
|
|
"""aget should return a record from the store when not in memory."""
|
|
mgr = manager_with_store
|
|
r1 = await mgr.create("thread-1", "agent-1")
|
|
await mgr.set_status(r1.run_id, RunStatus.success)
|
|
|
|
mgr._runs.clear()
|
|
|
|
result = await mgr.aget(r1.run_id)
|
|
assert result is not None
|
|
assert result.run_id == r1.run_id
|
|
assert result.status == RunStatus.success
|
|
assert result.thread_id == "thread-1"
|
|
assert result.assistant_id == "agent-1"
|
|
|
|
|
|
@pytest.mark.anyio
|
|
async def test_aget_falls_back_to_store_with_user_filter():
|
|
"""aget should honor user_id when reading store-only records."""
|
|
store = MemoryRunStore()
|
|
await store.put("run-1", thread_id="thread-1", user_id="user-1", status="success")
|
|
mgr = RunManager(store=store)
|
|
|
|
allowed = await mgr.aget("run-1", user_id="user-1")
|
|
denied = await mgr.aget("run-1", user_id="user-2")
|
|
assert allowed is not None
|
|
assert denied is None
|
|
|
|
|
|
@pytest.mark.anyio
|
|
async def test_aget_returns_none_for_unknown(manager_with_store: RunManager):
|
|
"""aget should return None for a run ID that doesn't exist anywhere."""
|
|
result = await manager_with_store.aget("nonexistent-run-id")
|
|
assert result is None
|
|
|
|
|
|
@pytest.mark.anyio
|
|
async def test_aget_store_failure_is_graceful():
|
|
"""If the store raises, aget should return None instead of propagating."""
|
|
from unittest.mock import AsyncMock
|
|
|
|
store = MemoryRunStore()
|
|
store.get = AsyncMock(side_effect=RuntimeError("db down"))
|
|
mgr = RunManager(store=store)
|
|
|
|
result = await mgr.aget("some-id")
|
|
assert result is None
|
|
|
|
|
|
@pytest.mark.anyio
|
|
async def test_list_by_thread_store_failure_is_graceful():
|
|
"""If the store raises, list_by_thread should return only in-memory runs."""
|
|
from unittest.mock import AsyncMock
|
|
|
|
store = MemoryRunStore()
|
|
store.list_by_thread = AsyncMock(side_effect=RuntimeError("db down"))
|
|
mgr = RunManager(store=store)
|
|
|
|
r1 = await mgr.create("thread-1")
|
|
runs = await mgr.list_by_thread("thread-1")
|
|
assert len(runs) == 1
|
|
assert runs[0].run_id == r1.run_id
|
|
|
|
|
|
@pytest.mark.anyio
|
|
async def test_list_by_thread_falls_back_to_store_with_user_filter():
|
|
"""list_by_thread should return only the requesting user's store records."""
|
|
store = MemoryRunStore()
|
|
await store.put("run-1", thread_id="thread-1", user_id="user-1", status="success")
|
|
await store.put("run-2", thread_id="thread-1", user_id="user-2", status="success")
|
|
mgr = RunManager(store=store)
|
|
|
|
runs = await mgr.list_by_thread("thread-1", user_id="user-1")
|
|
assert [r.run_id for r in runs] == ["run-1"]
|
|
|
|
|
|
# ---------------------------------------------------------------------------
|
|
# Per-thread index (thread_id -> run_ids): keeps per-thread queries
|
|
# O(runs-in-thread) instead of scanning every in-memory run, and stays
|
|
# consistent with ``_runs`` across create / cleanup / rollback.
|
|
# ---------------------------------------------------------------------------
|
|
|
|
|
|
class _FailingPutRunStore(MemoryRunStore):
|
|
"""Memory run store whose every ``put`` and ``create_run_atomic`` fails (non-retryably)."""
|
|
|
|
async def put(self, run_id, **kwargs):
|
|
raise ValueError("simulated persist failure")
|
|
|
|
async def create_run_atomic(self, run_id, **kwargs):
|
|
raise ValueError("simulated persist failure")
|
|
|
|
|
|
@pytest.mark.anyio
|
|
async def test_thread_index_scopes_runs_per_thread(manager: RunManager):
|
|
a1 = await manager.create("thread-a")
|
|
a2 = await manager.create("thread-a")
|
|
b1 = await manager.create("thread-b")
|
|
|
|
# The index mirrors _runs membership, bucketed by thread.
|
|
assert set(manager._runs_by_thread["thread-a"]) == {a1.run_id, a2.run_id}
|
|
assert set(manager._runs_by_thread["thread-b"]) == {b1.run_id}
|
|
|
|
# Per-thread queries return only that thread's runs (no cross-thread leak).
|
|
assert {r.run_id for r in await manager.list_by_thread("thread-a")} == {a1.run_id, a2.run_id}
|
|
assert {r.run_id for r in await manager.list_by_thread("thread-b")} == {b1.run_id}
|
|
assert await manager.list_by_thread("thread-missing") == []
|
|
|
|
|
|
@pytest.mark.anyio
|
|
async def test_thread_index_preserves_insertion_order(manager: RunManager):
|
|
# The index is insertion-ordered (dict-as-ordered-set) so list_by_thread
|
|
# keeps the stable tie-breaking the full-scan implementation guaranteed.
|
|
first = await manager.create("thread-a")
|
|
second = await manager.create("thread-a")
|
|
assert list(manager._runs_by_thread["thread-a"]) == [first.run_id, second.run_id]
|
|
|
|
|
|
@pytest.mark.anyio
|
|
async def test_thread_index_cleanup_prunes_run_and_empty_bucket(manager: RunManager):
|
|
a1 = await manager.create("thread-a")
|
|
a2 = await manager.create("thread-a")
|
|
|
|
await manager.cleanup(a1.run_id, delay=0)
|
|
assert a1.run_id not in manager._runs
|
|
assert set(manager._runs_by_thread["thread-a"]) == {a2.run_id}
|
|
|
|
await manager.cleanup(a2.run_id, delay=0)
|
|
# Empty buckets are pruned so the index cannot grow without bound.
|
|
assert "thread-a" not in manager._runs_by_thread
|
|
assert await manager.list_by_thread("thread-a") == []
|
|
|
|
|
|
@pytest.mark.anyio
|
|
async def test_has_inflight_reflects_index(manager: RunManager):
|
|
record = await manager.create("thread-a")
|
|
assert await manager.has_inflight("thread-a") is True
|
|
assert await manager.has_inflight("thread-b") is False
|
|
|
|
await manager.set_status(record.run_id, RunStatus.success)
|
|
assert await manager.has_inflight("thread-a") is False
|
|
|
|
|
|
@pytest.mark.anyio
|
|
async def test_create_or_reject_inflight_is_thread_scoped(manager: RunManager):
|
|
await manager.create_or_reject("thread-a", multitask_strategy="reject")
|
|
# A different thread is unaffected by thread-a's active run.
|
|
await manager.create_or_reject("thread-b", multitask_strategy="reject")
|
|
# A second active run on the same thread is rejected.
|
|
with pytest.raises(ConflictError):
|
|
await manager.create_or_reject("thread-a", multitask_strategy="reject")
|
|
|
|
|
|
@pytest.mark.anyio
|
|
async def test_failed_create_unindexes_run():
|
|
manager = RunManager(store=_FailingPutRunStore())
|
|
with pytest.raises(ValueError):
|
|
await manager.create("thread-a")
|
|
# A rolled-back run must leave no trace in either _runs or the index.
|
|
assert manager._runs == {}
|
|
assert "thread-a" not in manager._runs_by_thread
|
|
|
|
|
|
@pytest.mark.anyio
|
|
async def test_failed_create_or_reject_unindexes_run():
|
|
# Symmetric to test_failed_create_unindexes_run: create_or_reject has its own
|
|
# insert + rollback-unindex site, so a persist failure there must also leave
|
|
# neither _runs nor the index holding the rolled-back run. This closes the last
|
|
# mutation path not exercised by an index-consistency test.
|
|
manager = RunManager(store=_FailingPutRunStore())
|
|
with pytest.raises(ValueError):
|
|
await manager.create_or_reject("thread-a", multitask_strategy="reject")
|
|
assert manager._runs == {}
|
|
assert "thread-a" not in manager._runs_by_thread
|