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d1f2c3e
feat(BA-6581): wire IdleCheckerRepository into idle-check reconciler …
seedspirit Jun 24, 2026
a0daf9b
changelog: add news fragment for PR #12398
seedspirit Jun 24, 2026
9e3b5fc
refactor(BA-6581): provide IdleCheckerRepository via repositories con…
seedspirit Jun 24, 2026
cee60bd
refactor(BA-6581): store idle-checker spec via PydanticColumn
seedspirit Jun 30, 2026
3d1e71e
refactor(BA-6581): expose idle-check source as batch targets
seedspirit Jun 30, 2026
942a15d
refactor: suffix idle-check repository data types
seedspirit Jul 3, 2026
370071e
refactor: use ops provider for idle-check reads
seedspirit Jul 3, 2026
288f792
test: cover idle-check repository batch fetch
seedspirit Jul 3, 2026
db79915
refactor(BA-6581): drop joins and stage-own session_type in idle-chec…
seedspirit Jul 3, 2026
81cefd3
refactor(BA-6581): target session types per checker in idle-check read
seedspirit Jul 6, 2026
2db2582
fix: Remove system session from default idlechcker session type
seedspirit Jul 6, 2026
ad1ae43
refactor(BA-6581): dedupe idle-check candidate conditions
seedspirit Jul 6, 2026
0d87441
refactor: Split checker target data building func
seedspirit Jul 6, 2026
fe0b1cb
refactor(BA-6581): extract idle-check target assembly into a typed he…
seedspirit Jul 6, 2026
13d7f42
refactor: Fix types
seedspirit Jul 6, 2026
391d711
Address idle checker repository review feedback
seedspirit Jul 6, 2026
c8d75bf
Address idle checker scope review feedback
seedspirit Jul 7, 2026
30d81cb
Move idle checker target sessions out of spec
seedspirit Jul 7, 2026
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1 change: 1 addition & 0 deletions changes/12398.feature.md
Original file line number Diff line number Diff line change
@@ -0,0 +1 @@
Wire IdleCheckerRepository into the idle-check reconciler source to fetch a normalized session/scope/checker snapshot
72 changes: 72 additions & 0 deletions src/ai/backend/common/data/idle_checker/types.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,72 @@
from __future__ import annotations

import enum
from typing import Self

from pydantic import Field, model_validator

from ai.backend.common.types import BackendAISchema


class CheckerType(enum.StrEnum):
"""Discriminator for the kind of idle checker; selects the concrete spec."""

SESSION_LIFETIME = "session_lifetime"
NETWORK_TIMEOUT = "network_timeout"
UTILIZATION = "utilization"


class SessionLifetimeSpec(BackendAISchema):
"""Config for ``CheckerType.SESSION_LIFETIME``.

Concrete fields (e.g. max lifetime) land with the checker-logic stories.
"""


class NetworkTimeoutSpec(BackendAISchema):
"""Config for ``CheckerType.NETWORK_TIMEOUT``.

Concrete fields land with the checker-logic stories.
"""


class UtilizationSpec(BackendAISchema):
"""Config for ``CheckerType.UTILIZATION``.

Concrete fields land with the checker-logic stories.
"""


class IdleCheckerSpec(BackendAISchema):
"""Config payload stored in ``idle_checkers.spec`` as a single JSONB document.

``type`` selects which sub-config is valid; exactly one sub-config field must
be present for the chosen type (validated below). Stored via ``PydanticColumn``.
"""

type: CheckerType = Field(description="Idle checker kind; selects the sub-config.")
session_lifetime: SessionLifetimeSpec | None = Field(
default=None, description="session_lifetime config."
)
network: NetworkTimeoutSpec | None = Field(default=None, description="network_timeout config.")
utilization: UtilizationSpec | None = Field(default=None, description="utilization config.")

@model_validator(mode="after")
def validate_spec_matches_type(self) -> Self:
match self.type:
case CheckerType.SESSION_LIFETIME:
if self.session_lifetime is None:
raise ValueError("session_lifetime is required for type=session_lifetime.")
if self.network or self.utilization:
raise ValueError("Only session_lifetime is allowed for type=session_lifetime.")
case CheckerType.NETWORK_TIMEOUT:
if self.network is None:
raise ValueError("network is required for type=network_timeout.")
if self.session_lifetime or self.utilization:
raise ValueError("Only network is allowed for type=network_timeout.")
case CheckerType.UTILIZATION:
if self.utilization is None:
raise ValueError("utilization is required for type=utilization.")
if self.session_lifetime or self.network:
raise ValueError("Only utilization is allowed for type=utilization.")
return self
16 changes: 10 additions & 6 deletions src/ai/backend/manager/data/idle_checker/types.py
Original file line number Diff line number Diff line change
@@ -1,11 +1,15 @@
from __future__ import annotations

import enum
from dataclasses import dataclass
from datetime import datetime

from ai.backend.common.types import SessionId

class CheckerType(enum.StrEnum):
"""Discriminator for the kind of idle checker; selects the concrete spec."""

SESSION_LIFETIME = "session_lifetime"
NETWORK_TIMEOUT = "network_timeout"
UTILIZATION = "utilization"
@dataclass(frozen=True)
class IdleCheckSession:
"""Session fields needed to evaluate idle checkers."""

session_id: SessionId
created_at: datetime
starts_at: datetime | None
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1 change: 1 addition & 0 deletions src/ai/backend/manager/dependencies/composer.py
Original file line number Diff line number Diff line change
Expand Up @@ -270,6 +270,7 @@ async def compose(
scheduler_repository=domain.repositories.scheduler.repository,
deployment_repository=domain.repositories.deployment.repository,
replica_group_repository=domain.repositories.replica_group.repository,
idle_checker_repository=domain.repositories.idle_checker.repository,
fair_share_repository=domain.repositories.fair_share.repository,
resource_usage_repository=domain.repositories.resource_usage_history.repository,
agent_client_pool=agents.agent_client_pool,
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -21,6 +21,7 @@
from ai.backend.manager.plugin.network import NetworkPluginContext
from ai.backend.manager.repositories.deployment.repository import DeploymentRepository
from ai.backend.manager.repositories.fair_share import FairShareRepository
from ai.backend.manager.repositories.idle_checker.repository import IdleCheckerRepository
from ai.backend.manager.repositories.prometheus_query_preset.repository import (
PrometheusQueryPresetRepository,
)
Expand Down Expand Up @@ -62,6 +63,7 @@ class OrchestrationInput:
scheduler_repository: SchedulerRepository
deployment_repository: DeploymentRepository
replica_group_repository: ReplicaGroupRepository
idle_checker_repository: IdleCheckerRepository
fair_share_repository: FairShareRepository
resource_usage_repository: ResourceUsageHistoryRepository
agent_client_pool: AgentClientPool
Expand Down Expand Up @@ -140,6 +142,7 @@ async def compose(
scheduler_repository=setup_input.scheduler_repository,
deployment_repository=setup_input.deployment_repository,
replica_group_repository=setup_input.replica_group_repository,
idle_checker_repository=setup_input.idle_checker_repository,
fair_share_repository=setup_input.fair_share_repository,
resource_usage_repository=setup_input.resource_usage_repository,
config_provider=setup_input.config_provider,
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -23,6 +23,7 @@
from ai.backend.manager.plugin.network import NetworkPluginContext
from ai.backend.manager.repositories.deployment.repository import DeploymentRepository
from ai.backend.manager.repositories.fair_share import FairShareRepository
from ai.backend.manager.repositories.idle_checker.repository import IdleCheckerRepository
from ai.backend.manager.repositories.prometheus_query_preset.repository import (
PrometheusQueryPresetRepository,
)
Expand Down Expand Up @@ -62,6 +63,7 @@ class SokovanOrchestratorInput:
scheduler_repository: SchedulerRepository
deployment_repository: DeploymentRepository
replica_group_repository: ReplicaGroupRepository
idle_checker_repository: IdleCheckerRepository
fair_share_repository: FairShareRepository
resource_usage_repository: ResourceUsageHistoryRepository
config_provider: ManagerConfigProvider
Expand Down Expand Up @@ -192,6 +194,7 @@ async def provide(
# Reconciler coordinator: sokovan owns its stage assembly (DI just passes deps).
reconciler_coordinator, reconciler_task_specs = build_reconciler_coordinator(
replica_group_repository=setup_input.replica_group_repository,
idle_checker_repository=setup_input.idle_checker_repository,
valkey_schedule=setup_input.valkey_schedule,
lock_factory=setup_input.distributed_lock_factory,
config_provider=setup_input.config_provider,
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -2,10 +2,10 @@

Introduce the persistence foundation for the first-class idle checker
(BEP-1054). ``idle_checkers`` holds a reusable, scope-free checker spec
(``checker_type`` + JSONB ``spec``); ``idle_checker_bindings`` is the
scope <-> checker association carrying its own ``enabled`` flag. Scope is a
polymorphic ``(scope_type, scope_id)`` string pair validated on the write
path rather than by a DB foreign key.
(``checker_type`` + target session types + JSONB ``spec``);
``idle_checker_bindings`` is the scope <-> checker association carrying its
own ``enabled`` flag. Scope is a polymorphic ``(scope_type, scope_id)`` string
pair validated on the write path rather than by a DB foreign key.

Revision ID: d3f8a1c45e9b
Revises: a8e06485829f
Expand Down Expand Up @@ -34,6 +34,11 @@ def upgrade() -> None:
sa.Column("name", sa.String(length=128), nullable=False),
sa.Column("description", sa.Text(), nullable=True),
sa.Column("checker_type", sa.String(length=64), nullable=False),
sa.Column(
"target_session_types",
postgresql.ARRAY(sa.String(length=64)),
nullable=False,
),
sa.Column("spec", postgresql.JSONB(), nullable=False),
sa.Column(
"created_at",
Expand Down
16 changes: 16 additions & 0 deletions src/ai/backend/manager/models/idle_checker/conditions.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,16 @@
from __future__ import annotations

import sqlalchemy as sa

from ai.backend.manager.models.clauses import QueryCondition

from .row import IdleCheckerBindingRow


class IdleCheckerBindingConditions:
@staticmethod
def enabled() -> QueryCondition:
def inner() -> sa.sql.expression.ColumnElement[bool]:
return IdleCheckerBindingRow.enabled == sa.true()

return inner
15 changes: 10 additions & 5 deletions src/ai/backend/manager/models/idle_checker/row.py
Original file line number Diff line number Diff line change
Expand Up @@ -6,10 +6,10 @@
import sqlalchemy as sa
from sqlalchemy.orm import Mapped, mapped_column

from ai.backend.common.data.idle_checker.types import CheckerType, IdleCheckerSpec
from ai.backend.common.identifier.idle_checker import IdleCheckerID
from ai.backend.manager.data.idle_checker.types import CheckerType
from ai.backend.manager.models.base import GUID, ABCColumn, Base, StrEnumType
from ai.backend.manager.models.idle_checker.spec import IdleCheckerSpecABC
from ai.backend.common.types import SessionTypes
from ai.backend.manager.models.base import GUID, Base, PydanticColumn, StrEnumType


class IdleCheckerRow(Base): # type: ignore[misc]
Expand All @@ -23,8 +23,13 @@ class IdleCheckerRow(Base): # type: ignore[misc]
checker_type: Mapped[CheckerType] = mapped_column(
"checker_type", StrEnumType(CheckerType), nullable=False
)
spec: Mapped[IdleCheckerSpecABC] = mapped_column(
"spec", ABCColumn(IdleCheckerSpecABC), nullable=False
target_session_types: Mapped[list[SessionTypes]] = mapped_column(
"target_session_types",
sa.ARRAY(StrEnumType(SessionTypes, use_name=True)),
nullable=False,
)
spec: Mapped[IdleCheckerSpec] = mapped_column(
"spec", PydanticColumn(IdleCheckerSpec), nullable=False
)
created_at: Mapped[datetime] = mapped_column(
"created_at", sa.DateTime(timezone=True), nullable=False, server_default=sa.func.now()
Expand Down
23 changes: 0 additions & 23 deletions src/ai/backend/manager/models/idle_checker/spec.py

This file was deleted.

28 changes: 27 additions & 1 deletion src/ai/backend/manager/models/session/conditions.py
Original file line number Diff line number Diff line change
Expand Up @@ -15,8 +15,10 @@
UUIDInMatchSpec,
)

from ai.backend.common.types import SessionId
from ai.backend.common.data.permission.types import ScopeType
from ai.backend.common.types import SessionId, SessionTypes
from ai.backend.manager.data.kernel.types import KernelStatus
from ai.backend.manager.data.permission.id import ScopeId
from ai.backend.manager.data.session.types import KernelMatchType, SessionStatus
from ai.backend.manager.models.clauses import QueryCondition
from ai.backend.manager.models.condition_utils import make_string_in_factory
Expand All @@ -42,6 +44,30 @@ def inner() -> sa.sql.expression.ColumnElement[bool]:

return inner

@staticmethod
def by_idle_check_candidates(
candidates: Collection[tuple[ScopeId, Collection[SessionTypes]]],
) -> QueryCondition:
scope_columns = {
ScopeType.RESOURCE_GROUP: SessionRow.resource_group_id,
ScopeType.PROJECT: SessionRow.group_id,
ScopeType.DOMAIN: SessionRow.domain_id,
}
candidate_conditions = []
for scope, target_session_types in candidates:
scope_column = scope_columns[scope.scope_type]
candidate_conditions.append(
sa.and_(
scope_column == scope.scope_id,
SessionRow.session_type.in_(target_session_types),
)
)

def inner() -> sa.sql.expression.ColumnElement[bool]:
return sa.or_(*candidate_conditions) if candidate_conditions else sa.false()

return inner

@staticmethod
def by_scaling_group(scaling_group: str) -> QueryCondition:
def inner() -> sa.sql.expression.ColumnElement[bool]:
Expand Down
Empty file.
Empty file.
Original file line number Diff line number Diff line change
@@ -0,0 +1,102 @@
"""DB reads backing the idle-check Source: the per-session checker batch."""

from __future__ import annotations

from collections.abc import Sequence
from typing import cast

import sqlalchemy as sa

from ai.backend.common.data.idle_checker.types import CheckerType, IdleCheckerSpec
from ai.backend.common.data.permission.types import ScopeType
from ai.backend.common.identifier.idle_checker import IdleCheckerID
from ai.backend.common.types import SessionId, SessionTypes
from ai.backend.manager.data.idle_checker.types import IdleCheckSession
from ai.backend.manager.data.permission.id import ScopeId
from ai.backend.manager.models.idle_checker.row import IdleCheckerBindingRow, IdleCheckerRow
from ai.backend.manager.models.session.row import SessionRow
from ai.backend.manager.repositories.base import BatchQuerier
from ai.backend.manager.repositories.idle_checker.types import (
BoundCheckerData,
IdleCheckerDefinitionData,
IdleCheckSessionData,
)
from ai.backend.manager.repositories.ops import DBOpsProvider


class IdleCheckerDBSource:
_ops: DBOpsProvider

def __init__(self, ops_provider: DBOpsProvider) -> None:
self._ops = ops_provider

async def fetch_bound_checkers(
self,
querier: BatchQuerier,
) -> Sequence[BoundCheckerData]:
binding_query = sa.select(
IdleCheckerBindingRow.scope_type,
IdleCheckerBindingRow.scope_id,
IdleCheckerBindingRow.created_at,
IdleCheckerBindingRow.idle_checker_id,
IdleCheckerRow.checker_type,
IdleCheckerRow.target_session_types,
IdleCheckerRow.spec,
).join(IdleCheckerRow, IdleCheckerBindingRow.idle_checker_id == IdleCheckerRow.id)

async with self._ops.read_ops() as r:
binding_rows = (await r.batch_query_in_global(binding_query, querier)).rows
bound_checkers: list[BoundCheckerData] = []
for row in binding_rows:
scope = ScopeId(
scope_type=ScopeType(row.scope_type),
scope_id=str(row.scope_id),
)
checker = IdleCheckerDefinitionData(
checker_id=cast(IdleCheckerID, row.idle_checker_id),
checker_type=cast(CheckerType, row.checker_type),
target_session_types=frozenset(
cast(Sequence[SessionTypes], row.target_session_types)
),
spec=cast(IdleCheckerSpec, row.spec),
)
bound_checkers.append(
BoundCheckerData(
scope=scope,
binding_created_at=row.created_at,
checker=checker,
)
)
return bound_checkers

async def fetch_candidate_sessions(
self,
querier: BatchQuerier,
) -> Sequence[IdleCheckSessionData]:
session_query = sa.select(
SessionRow.id,
SessionRow.created_at,
SessionRow.starts_at,
SessionRow.session_type,
SessionRow.resource_group_id,
SessionRow.group_id,
SessionRow.domain_id,
)
async with self._ops.read_ops() as r:
session_rows = (await r.batch_query_in_global(session_query, querier)).rows
return tuple(
IdleCheckSessionData(
session=IdleCheckSession(
session_id=SessionId(row.id),
created_at=row.created_at,
starts_at=row.starts_at,
),
session_type=row.session_type,
scopes=(
ScopeId(ScopeType.RESOURCE_GROUP, str(row.resource_group_id)),
ScopeId(ScopeType.PROJECT, str(row.group_id)),
ScopeId(ScopeType.DOMAIN, str(row.domain_id)),
),
)
for row in session_rows
)
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