package gallery import ( "fmt" "os" "path/filepath" "github.com/mudler/LocalAI/core/config" "github.com/mudler/LocalAI/core/system" "github.com/mudler/LocalAI/pkg/model" "github.com/mudler/LocalAI/pkg/oci" "github.com/rs/zerolog/log" ) const ( aliasFile = "alias" metaFile = "meta" runFile = "run.sh" ) func findBestBackendFromMeta(backend *GalleryBackend, systemState *system.SystemState, backends GalleryElements[*GalleryBackend]) *GalleryBackend { realBackend := backend.CapabilitiesMap[systemState.GPUVendor] if realBackend == "" { return nil } return backends.FindByName(realBackend) } // Installs a model from the gallery func InstallBackendFromGallery(galleries []config.Gallery, systemState *system.SystemState, name string, basePath string, downloadStatus func(string, string, string, float64)) error { log.Debug().Interface("galleries", galleries).Str("name", name).Msg("Installing backend from gallery") backends, err := AvailableBackends(galleries, basePath) if err != nil { return err } backend := FindGalleryElement(backends, name, basePath) if backend == nil { return fmt.Errorf("no backend found with name %q", name) } if backend.IsMeta() { log.Debug().Interface("systemState", systemState).Str("name", name).Msg("Backend is a meta backend") // Then, let's try to find the best backend based on the capabilities map bestBackend := findBestBackendFromMeta(backend, systemState, backends) if bestBackend == nil { return fmt.Errorf("no backend found with capabilities %q", backend.CapabilitiesMap) } log.Debug().Str("name", name).Str("bestBackend", bestBackend.Name).Msg("Installing backend from meta backend") // Then, let's install the best backend if err := InstallBackend(basePath, bestBackend, downloadStatus); err != nil { return err } // we need now to create a path for the meta backend, with the alias to the installed ones so it can be used to remove it metaBackendPath := filepath.Join(basePath, name) if err := os.MkdirAll(metaBackendPath, 0750); err != nil { return fmt.Errorf("failed to create meta backend path %q: %v", metaBackendPath, err) } // Then, let's create an meta file to point to the best backend metaFile := filepath.Join(metaBackendPath, metaFile) if err := os.WriteFile(metaFile, []byte(bestBackend.Name), 0644); err != nil { return fmt.Errorf("failed to write meta file %q: %v", metaFile, err) } return nil } return InstallBackend(basePath, backend, downloadStatus) } func InstallBackend(basePath string, config *GalleryBackend, downloadStatus func(string, string, string, float64)) error { // Create base path if it doesn't exist err := os.MkdirAll(basePath, 0750) if err != nil { return fmt.Errorf("failed to create base path: %v", err) } if config.IsMeta() { return fmt.Errorf("meta backends cannot be installed directly") } name := config.Name img, err := oci.GetImage(config.URI, "", nil, nil) if err != nil { return fmt.Errorf("failed to get image %q: %v", config.URI, err) } backendPath := filepath.Join(basePath, name) if err := os.MkdirAll(backendPath, 0750); err != nil { return fmt.Errorf("failed to create backend path %q: %v", backendPath, err) } if err := oci.ExtractOCIImage(img, backendPath, downloadStatus); err != nil { return fmt.Errorf("failed to extract image %q: %v", config.URI, err) } if config.Alias != "" { // Write an alias file inside aliasFile := filepath.Join(backendPath, aliasFile) if err := os.WriteFile(aliasFile, []byte(config.Alias), 0644); err != nil { return fmt.Errorf("failed to write alias file %q: %v", aliasFile, err) } } return nil } func DeleteBackendFromSystem(basePath string, name string) error { backendDirectory := filepath.Join(basePath, name) // check if the backend dir exists if _, err := os.Stat(backendDirectory); os.IsNotExist(err) { // if doesn't exist, it might be an alias, so we need to check if we have a matching alias in // all the backends in the basePath backends, err := os.ReadDir(basePath) if err != nil { return err } for _, backend := range backends { if backend.IsDir() { aliasFile := filepath.Join(basePath, backend.Name(), aliasFile) alias, err := os.ReadFile(aliasFile) if err != nil { return err } if string(alias) == name { backendDirectory = filepath.Join(basePath, backend.Name()) break } } } if backendDirectory == "" { return fmt.Errorf("no backend found with name %q", name) } } // If it's a meta, delete also associated backend metaFile := filepath.Join(backendDirectory, metaFile) if _, err := os.Stat(metaFile); err == nil { meta, err := os.ReadFile(metaFile) if err != nil { return err } metaBackendDirectory := filepath.Join(basePath, string(meta)) log.Debug().Str("backendDirectory", metaBackendDirectory).Msg("Deleting meta backend") if _, err := os.Stat(metaBackendDirectory); os.IsNotExist(err) { return fmt.Errorf("meta backend %q not found", string(meta)) } os.RemoveAll(metaBackendDirectory) } return os.RemoveAll(backendDirectory) } func ListSystemBackends(basePath string) (map[string]string, error) { backends, err := os.ReadDir(basePath) if err != nil { return nil, err } backendsNames := make(map[string]string) for _, backend := range backends { if backend.IsDir() { runFile := filepath.Join(basePath, backend.Name(), runFile) backendsNames[backend.Name()] = runFile aliasFile := filepath.Join(basePath, backend.Name(), aliasFile) if _, err := os.Stat(aliasFile); err == nil { // read the alias file, and use it as key alias, err := os.ReadFile(aliasFile) if err != nil { return nil, err } backendsNames[string(alias)] = runFile } } } return backendsNames, nil } func RegisterBackends(basePath string, modelLoader *model.ModelLoader) error { backends, err := ListSystemBackends(basePath) if err != nil { return err } for name, runFile := range backends { modelLoader.SetExternalBackend(name, runFile) } return nil }