Files
LocalAI/core/services/modeladmin/config.go
T
mudler's LocalAI [bot]andEttore Di Giacinto 82c191afad fix(distributed): keep model replicas config-consistent (#11664)
* docs: design configurable copy buffering

Document the context-aware copy buffer option and its validation plan.

Assisted-by: Codex:gpt-5

* docs: design durable distributed staging operations

Assisted-by: Codex:gpt-5

* docs: design distributed model config revisions

Assisted-by: Codex:GPT-5 [apply_patch] [exec_command]

* feat(config): add stable model revisions

Hash typed model configuration and effective protobuf options deterministically for distributed revision comparisons.

Assisted-by: Codex:GPT-5 [apply_patch] [exec_command]

* feat(worker): acknowledge exact model stops

Assisted-by: Codex:GPT-5 [apply_patch] [exec_command]

* feat(nodes): track model config revisions

Assisted-by: Codex:GPT-5 [apply_patch]

* fix(distributed): retry quarantined model cleanup

Stop quarantined replicas by exact process identity, retain failed cleanup as durable capped retries, and compare-and-delete only the claimed registry row. Process one sufficiently leased row at a time so multiple frontends cannot duplicate slow cleanup work.

Assisted-by: Codex:gpt-5

* fix(distributed): bind loads to config revisions

Assisted-by: Codex: GPT-5 [OpenAI Codex]

* fix(modeladmin): apply config revisions consistently

Route model edits, patches, state changes, deletion, and peer refreshes through the same revision lifecycle. Quarantine stale replicas before exact cleanup and report durable pending cleanup without failing successful config writes.

Assisted-by: Codex: GPT-5 [OpenAI Codex]

* feat(distributed): expose model config revision state

Document replica revision observability and durable cleanup behavior. Keep pending cleanup explicit in model mutation responses and verify endpoint contracts expose revision state without serialized load options.

Assisted-by: Codex:GPT-5 [OpenAI Codex]

* test(distributed): cover model revision convergence

Exercise cross-frontend quarantine, stale replay rejection, exact cleanup retry, worker re-registration, and current-generation replica convergence against the distributed PostgreSQL harness.

Assisted-by: Codex:gpt-5

* fix(distributed): pass config revision CI checks

Keep configured gallery sources out of authoritative runtime snapshots only after validating their real schema, and harden rollback snapshots against symlink races and non-regular files.

Assisted-by: Codex: GPT-5 [OpenAI Codex]

---------

Co-authored-by: Ettore Di Giacinto <mudler@localai.io>
2026-08-22 22:44:03 +02:00

395 lines
14 KiB
Go

package modeladmin
import (
"context"
"errors"
"fmt"
"os"
"path/filepath"
"reflect"
"strings"
"gopkg.in/yaml.v3"
"github.com/mudler/LocalAI/core/config"
"github.com/mudler/LocalAI/core/config/meta"
"github.com/mudler/LocalAI/core/gallery"
"github.com/mudler/LocalAI/pkg/utils"
"github.com/mudler/xlog"
)
// ModelRevisionLifecycle applies a persisted model configuration generation to
// the distributed registry. Implementations quarantine stale replicas before
// attempting cleanup.
type ModelRevisionLifecycle interface {
ApplyConfigRevisions(ctx context.Context, transitions []ModelRevisionTransition) (pendingCleanup int, err error)
}
// ModelRevisionTransition describes one authoritative model identity. Related
// identities, such as both sides of a rename, are published atomically.
type ModelRevisionTransition = config.ModelConfigRevisionTransition
// ConfigService groups operations that read or mutate an installed model's
// configuration on disk. It keeps the side-effect surface (loader reload,
// model shutdown) explicit so callers know what gets touched.
type ConfigService struct {
Loader *config.ModelConfigLoader
AppConfig *config.ApplicationConfig
Lifecycle ModelRevisionLifecycle
}
// NewConfigService returns a ConfigService bound to the supplied loader and
// app config. The loader and the system state in AppConfig are mandatory.
func NewConfigService(loader *config.ModelConfigLoader, appConfig *config.ApplicationConfig, lifecycle ...ModelRevisionLifecycle) *ConfigService {
svc := &ConfigService{Loader: loader, AppConfig: appConfig}
if len(lifecycle) > 0 {
svc.Lifecycle = lifecycle[0]
}
return svc
}
// ConfigView is the on-disk YAML plus the parsed JSON view, returned by GetConfig.
// The YAML is read from disk (not serialised from the in-memory loader) so
// callers see exactly what the user wrote — no SetDefaults() noise.
type ConfigView struct {
Name string
YAML string
JSON map[string]any
}
// EditResult is what EditYAML returns to its caller.
type EditResult struct {
Filename string
Renamed bool
OldName string
NewName string
Config config.ModelConfig
ConfigRevision string
PendingCleanup int
}
type PatchResult struct {
config.ModelConfig
ConfigRevision string
PendingCleanup int
}
// modelsPath is shorthand for the configured models directory.
func (s *ConfigService) modelsPath() string {
return s.AppConfig.SystemState.Model.ModelsPath
}
// GetConfig reads the YAML for an installed model from disk and returns it
// alongside the parsed JSON view.
func (s *ConfigService) GetConfig(_ context.Context, name string) (*ConfigView, error) {
if name == "" {
return nil, ErrNameRequired
}
cfg, exists := s.Loader.GetModelConfig(name)
if !exists {
return nil, ErrNotFound
}
configPath := cfg.GetModelConfigFile()
if configPath == "" {
return nil, ErrConfigFileMissing
}
if err := utils.VerifyPath(configPath, s.modelsPath()); err != nil {
return nil, fmt.Errorf("%w: %v", ErrPathNotTrusted, err)
}
data, err := os.ReadFile(configPath)
if err != nil {
return nil, fmt.Errorf("read config file: %w", err)
}
var jsonView map[string]any
_ = yaml.Unmarshal(data, &jsonView)
return &ConfigView{Name: name, YAML: string(data), JSON: jsonView}, nil
}
// PatchConfig applies a JSON deep-merge to an installed model's YAML and
// reloads. Returns the merged config that's now in the loader.
//
// Mirrors PatchConfigEndpoint: read raw YAML from disk (not the in-memory
// config — which has SetDefaults applied and would persist runtime defaults
// like top_p/temperature/mirostat), deep-merge the patch, validate, write,
// reload, preload (preload errors are non-fatal — log only).
func (s *ConfigService) PatchConfig(ctx context.Context, name string, patch map[string]any) (*PatchResult, error) {
var result *PatchResult
err := s.Loader.WithModelConfigMutation(func() error {
var err error
result, err = s.patchConfig(ctx, name, patch)
return err
})
return result, err
}
func (s *ConfigService) patchConfig(ctx context.Context, name string, patch map[string]any) (*PatchResult, error) {
if name == "" {
return nil, ErrNameRequired
}
if len(patch) == 0 {
return nil, ErrEmptyBody
}
cfg, exists := s.Loader.GetModelConfig(name)
if !exists {
return nil, ErrNotFound
}
if patchedName, ok := patch["name"].(string); ok && patchedName != name {
return nil, fmt.Errorf("%w: PATCH cannot rename model %q to %q; use the model edit endpoint", ErrInvalidConfig, name, patchedName)
}
configPath := cfg.GetModelConfigFile()
if err := utils.VerifyPath(configPath, s.modelsPath()); err != nil {
return nil, fmt.Errorf("%w: %v", ErrPathNotTrusted, err)
}
diskYAML, err := os.ReadFile(configPath)
if err != nil {
return nil, fmt.Errorf("read config file: %w", err)
}
var existingMap map[string]any
if err := yaml.Unmarshal(diskYAML, &existingMap); err != nil {
return nil, fmt.Errorf("parse existing config: %w", err)
}
if existingMap == nil {
existingMap = map[string]any{}
}
patchMerge(existingMap, patch, mapLeafFieldPaths(), "")
yamlData, err := yaml.Marshal(existingMap)
if err != nil {
return nil, fmt.Errorf("marshal merged YAML: %w", err)
}
var updated config.ModelConfig
if err := yaml.Unmarshal(yamlData, &updated); err != nil {
return nil, fmt.Errorf("%w: %v", ErrInvalidConfig, err)
}
if valid, vErr := updated.Validate(); !valid {
if vErr != nil {
return nil, fmt.Errorf("%w: %v", ErrInvalidConfig, vErr)
}
return nil, ErrInvalidConfig
}
if err := s.Loader.ValidateAliasTarget(&updated); err != nil {
return nil, fmt.Errorf("%w: %v", ErrInvalidConfig, err)
}
var result *PatchResult
err = s.withMutationRollback([]string{configPath}, func() error {
if err := writeFileAtomic(configPath, yamlData, 0644); err != nil {
return fmt.Errorf("write config file: %w", err)
}
if err := s.Loader.LoadModelConfigsFromPath(s.modelsPath(), s.AppConfig.ToConfigLoaderOptions()...); err != nil {
return fmt.Errorf("reload configs: %w", err)
}
loaded, ok := s.Loader.GetModelConfig(updated.Name)
if !ok {
return fmt.Errorf("reload configs: model %q missing", updated.Name)
}
revision, err := config.ModelConfigRevision(&loaded)
if err != nil {
return fmt.Errorf("compute config revision: %w", err)
}
_ = s.Loader.Preload(s.modelsPath())
pending, err := s.applyRevision(ctx, name, updated.Name, revision, updated.IsDisabled())
if err != nil {
return err
}
result = &PatchResult{ModelConfig: updated, ConfigRevision: revision, PendingCleanup: pending}
return nil
})
return result, err
}
// mapLeafFieldPaths returns the set of dotted config paths whose schema type is
// a map that the editor edits as one complete value (e.g.
// pii_detection.entity_actions, roles, engine_args). A PATCH must REPLACE these
// wholesale rather than union them: the deep-merge only adds and overrides
// keys, so a map entry the admin deleted in the editor would otherwise silently
// survive. Derived from the config schema so it stays correct as map fields are
// added. (UIType comes from reflection, independent of any registry override.)
func mapLeafFieldPaths() map[string]struct{} {
md := meta.BuildConfigMetadata(reflect.TypeFor[config.ModelConfig]())
out := make(map[string]struct{})
for _, f := range md.Fields {
if f.UIType == "map" {
out[f.Path] = struct{}{}
}
}
return out
}
// patchMerge deep-merges src into dst with the same shape as the previous
// mergo.WithOverride behaviour — scalars and slices replace; nested
// struct-maps (e.g. pii_detection, parameters) recurse so unknown sibling keys
// the editor doesn't model survive — EXCEPT that any path in mapLeaves is
// replaced wholesale, and removed when the patch sets it empty, so deletions
// inside a map field persist to disk.
func patchMerge(dst, src map[string]any, mapLeaves map[string]struct{}, prefix string) {
for k, sv := range src {
path := k
if prefix != "" {
path = prefix + "." + k
}
if _, isLeaf := mapLeaves[path]; isLeaf {
if m, ok := sv.(map[string]any); ok && len(m) == 0 {
delete(dst, k) // emptied map field -> drop it from the YAML
} else {
dst[k] = sv
}
continue
}
// Recurse into struct-like nesting so dst-only sibling keys survive.
if sm, ok := sv.(map[string]any); ok {
if dm, ok2 := dst[k].(map[string]any); ok2 {
patchMerge(dm, sm, mapLeaves, path)
continue
}
}
dst[k] = sv
}
}
// EditYAML replaces the YAML for an installed model, with optional rename
// support, and applies the resulting semantic revision after reload.
func (s *ConfigService) EditYAML(ctx context.Context, name string, body []byte) (*EditResult, error) {
var result *EditResult
err := s.Loader.WithModelConfigMutation(func() error {
var err error
result, err = s.editYAML(ctx, name, body)
return err
})
return result, err
}
func (s *ConfigService) editYAML(ctx context.Context, name string, body []byte) (*EditResult, error) {
if name == "" {
return nil, ErrNameRequired
}
if len(body) == 0 {
return nil, ErrEmptyBody
}
existing, exists := s.Loader.GetModelConfig(name)
if !exists {
return nil, ErrNotFound
}
var req config.ModelConfig
if err := yaml.Unmarshal(body, &req); err != nil {
return nil, fmt.Errorf("%w: %v", ErrInvalidConfig, err)
}
if req.Name == "" {
return nil, fmt.Errorf("%w: name field is required", ErrInvalidConfig)
}
if valid, _ := req.Validate(); !valid {
return nil, ErrInvalidConfig
}
if err := s.Loader.ValidateAliasTarget(&req); err != nil {
return nil, fmt.Errorf("%w: %v", ErrInvalidConfig, err)
}
configPath := existing.GetModelConfigFile()
modelsPath := s.modelsPath()
if err := utils.VerifyPath(configPath, modelsPath); err != nil {
return nil, fmt.Errorf("%w: %v", ErrPathNotTrusted, err)
}
renamed := req.Name != name
paths := []string{configPath}
if renamed {
if strings.ContainsRune(req.Name, os.PathSeparator) || strings.Contains(req.Name, "/") || strings.Contains(req.Name, "\\") {
return nil, ErrPathSeparator
}
if _, exists := s.Loader.GetModelConfig(req.Name); exists {
return nil, fmt.Errorf("%w: %q", ErrConflict, req.Name)
}
newConfigPath := filepath.Join(modelsPath, req.Name+".yaml")
paths = append(paths, newConfigPath, filepath.Join(modelsPath, gallery.GalleryFileName(name)), filepath.Join(modelsPath, gallery.GalleryFileName(req.Name)))
if err := utils.VerifyPath(newConfigPath, modelsPath); err != nil {
return nil, fmt.Errorf("%w: %v", ErrPathNotTrusted, err)
}
if _, err := os.Stat(newConfigPath); err == nil {
return nil, fmt.Errorf("%w: a config file for %q already exists on disk", ErrConflict, req.Name)
} else if !errors.Is(err, os.ErrNotExist) {
return nil, fmt.Errorf("stat new config: %w", err)
}
}
var result *EditResult
err := s.withMutationRollback(paths, func() error {
if renamed {
newConfigPath := filepath.Join(modelsPath, req.Name+".yaml")
if err := writeFileAtomic(newConfigPath, body, 0644); err != nil {
return fmt.Errorf("write new config: %w", err)
}
if configPath != newConfigPath {
if err := os.Remove(configPath); err != nil && !errors.Is(err, os.ErrNotExist) {
return fmt.Errorf("remove old config: %w", err)
}
}
// Move the gallery metadata file so the delete flow can still find it.
oldGalleryPath := filepath.Join(modelsPath, gallery.GalleryFileName(name))
newGalleryPath := filepath.Join(modelsPath, gallery.GalleryFileName(req.Name))
if _, err := os.Stat(oldGalleryPath); err == nil {
if err := os.Rename(oldGalleryPath, newGalleryPath); err != nil {
return fmt.Errorf("rename gallery metadata: %w", err)
}
}
// Drop the stale in-memory entry before reload so we don't surface
// both names between scan steps.
s.Loader.RemoveModelConfig(name)
configPath = newConfigPath
} else {
if err := writeFileAtomic(configPath, body, 0644); err != nil {
return fmt.Errorf("write config: %w", err)
}
}
if err := s.Loader.LoadModelConfigsFromPath(modelsPath, s.AppConfig.ToConfigLoaderOptions()...); err != nil {
return fmt.Errorf("reload configs: %w", err)
}
loaded, ok := s.Loader.GetModelConfig(req.Name)
if !ok {
return fmt.Errorf("reload configs: model %q missing", req.Name)
}
revision, err := config.ModelConfigRevision(&loaded)
if err != nil {
return fmt.Errorf("compute config revision: %w", err)
}
if err := s.Loader.Preload(modelsPath); err != nil {
return fmt.Errorf("preload after edit: %w", err)
}
pending, err := s.applyRevision(ctx, name, req.Name, revision, req.IsDisabled())
if err != nil {
return err
}
result = &EditResult{
Filename: configPath,
Renamed: renamed,
OldName: name,
NewName: req.Name,
Config: req,
ConfigRevision: revision,
PendingCleanup: pending,
}
return nil
})
return result, err
}
func (s *ConfigService) applyRevision(ctx context.Context, oldName, newName, revision string, disabled bool) (int, error) {
if s.Lifecycle == nil {
return 0, nil
}
transitions := []ModelRevisionTransition{{ModelName: newName, ConfigRevision: revision, Disabled: disabled}}
if oldName != newName {
transitions = []ModelRevisionTransition{
{ModelName: oldName, ConfigRevision: DeletedModelConfigRevision(oldName), Disabled: true},
{ModelName: newName, ConfigRevision: revision, Disabled: disabled},
}
}
pending, err := s.Lifecycle.ApplyConfigRevisions(ctx, transitions)
if err != nil {
return pending, fmt.Errorf("apply config revision: %w", err)
}
if pending > 0 {
xlog.Warn("Model configuration saved with cleanup pending", "model", newName, "configRevision", revision, "pendingCleanup", pending)
}
return pending, nil
}