Files
LocalAI/core/services/nodes/interfaces.go
T
mudler's LocalAI [bot]andEttore Di Giacinto 80e3240f2d feat(distributed): key scheduling rules by a model alias (#11771)
Node placement and replica rules could only name a model, so an operator
who pinned "llama3" to the GPU tier had to rewrite the rule whenever a
different model took over that job. An alias already gives a stable name
for whichever model serves it, and a rule on that name makes it a
deployment slot: repoint the alias and the placement follows.

A rule keeps the name the operator chose. Reads resolve that name through
the config loader to the model the rule governs, so the reconciler counts,
schedules and trims replicas of the target, and the router finds an
alias-keyed rule from the target it is already routing. An alias that
resolves to nothing governs nothing loadable, so the reconciler skips it
and the write paths refuse it.

A replica is shared by every name that resolves to it, so only one rule
can decide where it runs. The REST and MCP write paths reject a rule whose
target another rule already governs. A pair that arrives some other way,
such as a seed file or an alias repointed onto a model that already has a
rule, resolves in favour of the rule named after the model itself and then
the oldest, and the rest are listed as shadowed.

The eviction guard is the exception: it matches rules to replicas in raw
SQL inside a locking transaction and cannot resolve an alias. It reads a
stored target that the reconciler refreshes each tick, and falls back to
the rule's own name when that target is empty.


Assisted-by: Claude:claude-opus-5 golangci-lint eslint

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Co-authored-by: Ettore Di Giacinto <mudler@localai.io>
2026-08-29 09:16:50 +02:00

157 lines
9.1 KiB
Go

package nodes
import (
"context"
"time"
"github.com/mudler/LocalAI/core/services/messaging"
grpc "github.com/mudler/LocalAI/pkg/grpc"
)
type ExactModelStopper interface {
StopModelReplica(ctx context.Context, nodeID string, replica NodeModel, force bool) (messaging.ModelStopReply, error)
}
type ModelCleanupRegistry interface {
ClaimModelCleanupRetries(ctx context.Context, now, leaseUntil time.Time, limit int) ([]NodeModel, error)
RecordModelCleanupFailure(ctx context.Context, nodeID, modelName string, replicaIndex int, cleanupErr string, nextRetry time.Time) error
RemoveClaimedModelCleanup(ctx context.Context, replica NodeModel) (bool, error)
}
// ModelRouter is used by SmartRouter for routing decisions and model lifecycle.
type ModelRouter interface {
FindAndLockNodeWithModel(ctx context.Context, modelName string, candidateNodeIDs []string, pref *RoutePreference) (*BackendNode, *NodeModel, error)
DecrementInFlight(ctx context.Context, nodeID, modelName string, replicaIndex int) error
IncrementInFlight(ctx context.Context, nodeID, modelName string, replicaIndex int) error
RemoveNodeModel(ctx context.Context, nodeID, modelName string, replicaIndex int) error
RemoveAllNodeModelReplicas(ctx context.Context, nodeID, modelName string) error
TouchNodeModel(ctx context.Context, nodeID, modelName string, replicaIndex int)
SetNodeModel(ctx context.Context, nodeID, modelName string, replicaIndex int, state, address string, initialInFlight int) error
SetNodeModelRevision(ctx context.Context, nodeID, modelName string, replicaIndex int, state, address string, initialInFlight int, revision, effectiveOptionsHash string) error
SetNodeModelLoadInfo(ctx context.Context, nodeID, modelName string, replicaIndex int, backendType string, optsBlob []byte) error
SetNodeModelLoadInfoRevision(ctx context.Context, nodeID, modelName string, replicaIndex int, backendType, revision string, optsBlob []byte) error
UpsertModelLoadInfo(ctx context.Context, modelName, backendType string, optsBlob []byte) error
UpsertModelLoadInfoRevision(ctx context.Context, modelName, backendType, revision string, optsBlob []byte) error
GetModelLoadInfo(ctx context.Context, modelName string) (backendType string, optsBlob []byte, err error)
GetModelLoadInfoRevision(ctx context.Context, modelName string) (backendType, revision string, optsBlob []byte, err error)
AdvanceModelConfigRevision(ctx context.Context, modelName, revision string) ([]NodeModel, error)
EstablishModelConfigRevision(ctx context.Context, modelName, revision string) error
GetModelConfigRevision(ctx context.Context, modelName string) (string, error)
GetNodeModel(ctx context.Context, nodeID, modelName string, replicaIndex int) (*NodeModel, error)
RecordModelCleanupFailure(ctx context.Context, nodeID, modelName string, replicaIndex int, cleanupErr string, nextRetry time.Time) error
ListModelCleanupRetries(ctx context.Context, now time.Time, limit int) ([]NodeModel, error)
NextFreeReplicaIndex(ctx context.Context, nodeID, modelName string, maxSlots int) (int, error)
CountReplicasOnNode(ctx context.Context, nodeID, modelName string) (int, error)
FindNodeWithVRAM(ctx context.Context, minBytes uint64) (*BackendNode, error)
FindIdleNode(ctx context.Context) (*BackendNode, error)
FindLeastLoadedNode(ctx context.Context) (*BackendNode, error)
FindGlobalLRUModelWithZeroInFlight(ctx context.Context) (*NodeModel, error)
FindLRUModel(ctx context.Context, nodeID string) (*NodeModel, error)
Get(ctx context.Context, nodeID string) (*BackendNode, error)
GetModelScheduling(ctx context.Context, modelName string) (*ModelSchedulingConfig, error)
GetGoverningScheduling(ctx context.Context, modelName string) (*ModelSchedulingConfig, error)
FindNodesBySelector(ctx context.Context, selector map[string]string) ([]BackendNode, error)
FindNodesWithFreeSlot(ctx context.Context, modelName string, candidateNodeIDs []string) ([]BackendNode, error)
NarrowByDiskHeadroom(ctx context.Context, candidateNodeIDs []string, required uint64) ([]string, error)
ReserveVRAM(ctx context.Context, nodeID string, bytes uint64) error
ReleaseVRAM(ctx context.Context, nodeID string, bytes uint64) error
FindNodeWithVRAMFromSet(ctx context.Context, minBytes uint64, nodeIDs []string) (*BackendNode, error)
FindIdleNodeFromSet(ctx context.Context, nodeIDs []string) (*BackendNode, error)
FindLeastLoadedNodeFromSet(ctx context.Context, nodeIDs []string) (*BackendNode, error)
GetNodeLabels(ctx context.Context, nodeID string) ([]NodeLabel, error)
FindNodesWithModel(ctx context.Context, modelName string) ([]BackendNode, error)
LoadedReplicaStats(ctx context.Context, modelName string, candidateNodeIDs []string) ([]ReplicaCandidate, error)
MarkUnhealthy(ctx context.Context, nodeID string) error
LoadJobStore
}
// LoadJobStore is the durable cold-load job record SmartRouter uses to
// de-duplicate concurrent loaders across replicas without holding the per-model
// advisory lock for the whole load. See ModelLoadJob.
type LoadJobStore interface {
ClaimLoadJob(ctx context.Context, trackingKey, owner string) (*ModelLoadJob, bool, error)
GetLoadJob(ctx context.Context, trackingKey string) (*ModelLoadJob, error)
UpdateLoadJob(ctx context.Context, trackingKey string, u LoadJobUpdate) error
FailLoadJob(ctx context.Context, trackingKey, msg string) error
DeleteLoadJob(ctx context.Context, trackingKey string) error
}
// ConcurrencyConflictResolver returns the names of configured models that
// share at least one concurrency group with the given model. It is satisfied
// by *config.ModelConfigLoader and lets the SmartRouter make group-aware
// placement decisions without importing the config package's full surface.
type ConcurrencyConflictResolver interface {
GetModelsConflictingWith(modelName string) []string
}
// NodeHealthStore is used by HealthMonitor for node status management.
type NodeHealthStore interface {
List(ctx context.Context) ([]BackendNode, error)
GetNodeModels(ctx context.Context, nodeID string) ([]NodeModel, error)
MarkOffline(ctx context.Context, nodeID string) error
MarkUnhealthy(ctx context.Context, nodeID string) error
MarkHealthy(ctx context.Context, nodeID string) error
Heartbeat(ctx context.Context, nodeID string, update *HeartbeatUpdate) error
FindStaleNodes(ctx context.Context, threshold time.Duration) ([]BackendNode, error)
RemoveNodeModel(ctx context.Context, nodeID, modelName string, replicaIndex int) error
}
// ModelLocator is used by RemoteUnloaderAdapter for model discovery.
type ModelLocator interface {
FindNodesWithModel(ctx context.Context, modelName string) ([]BackendNode, error)
RemoveNodeModel(ctx context.Context, nodeID, modelName string, replicaIndex int) error
RemoveAllNodeModelReplicas(ctx context.Context, nodeID, modelName string) error
}
// ModelLookup is used by DistributedModelStore for model existence queries.
type ModelLookup interface {
FindNodeForModel(ctx context.Context, modelName string) (*BackendNode, bool)
ListAllLoadedModels(ctx context.Context) ([]NodeModel, error)
Get(ctx context.Context, nodeID string) (*BackendNode, error)
}
// InFlightTracker is used by InFlightTrackingClient for request counting.
type InFlightTracker interface {
IncrementInFlight(ctx context.Context, nodeID, modelName string, replicaIndex int) error
DecrementInFlight(ctx context.Context, nodeID, modelName string, replicaIndex int) error
// RemoveNodeModel drops a stale replica row so the next request reloads the
// model instead of routing back to a node where it is no longer loaded.
RemoveNodeModel(ctx context.Context, nodeID, modelName string, replicaIndex int) error
}
// NodeManager is used by HTTP endpoints for node registration and lifecycle.
type NodeManager interface {
Register(ctx context.Context, node *BackendNode, autoApprove bool) error
Get(ctx context.Context, nodeID string) (*BackendNode, error)
GetByName(ctx context.Context, name string) (*BackendNode, error)
List(ctx context.Context) ([]BackendNode, error)
Deregister(ctx context.Context, nodeID string) error
ApproveNode(ctx context.Context, nodeID string) error
MarkOffline(ctx context.Context, nodeID string) error
MarkDraining(ctx context.Context, nodeID string) error
MarkHealthy(ctx context.Context, nodeID string) error
Heartbeat(ctx context.Context, nodeID string, update *HeartbeatUpdate) error
GetNodeModels(ctx context.Context, nodeID string) ([]NodeModel, error)
UpdateAuthRefs(ctx context.Context, nodeID, authUserID, apiKeyID string) error
RemoveNodeModel(ctx context.Context, nodeID, modelName string, replicaIndex int) error
RemoveAllNodeModelReplicas(ctx context.Context, nodeID, modelName string) error
}
// BackendClientFactory creates gRPC backend clients.
type BackendClientFactory interface {
NewClient(address string, parallel bool) grpc.Backend
}
// tokenClientFactory is the default BackendClientFactory that creates gRPC
// clients with an optional bearer token for distributed auth.
type tokenClientFactory struct {
token string
}
func (f *tokenClientFactory) NewClient(address string, parallel bool) grpc.Backend {
if f.token != "" {
return grpc.NewClientWithToken(address, parallel, nil, false, f.token)
}
return grpc.NewClient(address, parallel, nil, false)
}