| package model |
|
|
| import ( |
| "errors" |
| "fmt" |
| "os" |
| "path/filepath" |
| "strconv" |
| "strings" |
| "time" |
|
|
| "github.com/hpcloud/tail" |
| "github.com/mudler/LocalAI/pkg/signals" |
| process "github.com/mudler/go-processmanager" |
| "github.com/mudler/xlog" |
| ) |
|
|
| var forceBackendShutdown bool = os.Getenv("LOCALAI_FORCE_BACKEND_SHUTDOWN") == "true" |
|
|
| func (ml *ModelLoader) deleteProcess(s string) error { |
| model, ok := ml.models[s] |
| if !ok { |
| xlog.Debug("Model not found", "model", s) |
| return fmt.Errorf("model %s not found", s) |
| } |
|
|
| retries := 1 |
| for model.GRPC(false, ml.wd).IsBusy() { |
| xlog.Debug("Model busy. Waiting.", "model", s) |
| dur := time.Duration(retries*2) * time.Second |
| if dur > retryTimeout { |
| dur = retryTimeout |
| } |
| time.Sleep(dur) |
| retries++ |
|
|
| if retries > 10 && forceBackendShutdown { |
| xlog.Warn("Model is still busy after retries. Forcing shutdown.", "model", s, "retries", retries) |
| break |
| } |
| } |
|
|
| xlog.Debug("Deleting process", "model", s) |
|
|
| process := model.Process() |
| if process == nil { |
| xlog.Error("No process", "model", s) |
| |
| delete(ml.models, s) |
| return nil |
| } |
|
|
| err := process.Stop() |
| if err != nil { |
| xlog.Error("(deleteProcess) error while deleting process", "error", err, "model", s) |
| } |
|
|
| if err == nil { |
| delete(ml.models, s) |
| } |
|
|
| return err |
| } |
|
|
| func (ml *ModelLoader) StopGRPC(filter GRPCProcessFilter) error { |
| var err error = nil |
| ml.mu.Lock() |
| defer ml.mu.Unlock() |
|
|
| for k, m := range ml.models { |
| if filter(k, m.Process()) { |
| e := ml.deleteProcess(k) |
| err = errors.Join(err, e) |
| } |
| } |
| return err |
| } |
|
|
| func (ml *ModelLoader) StopAllGRPC() error { |
| return ml.StopGRPC(all) |
| } |
|
|
| func (ml *ModelLoader) GetGRPCPID(id string) (int, error) { |
| ml.mu.Lock() |
| defer ml.mu.Unlock() |
| p, exists := ml.models[id] |
| if !exists { |
| return -1, fmt.Errorf("no grpc backend found for %s", id) |
| } |
| if p.Process() == nil { |
| return -1, fmt.Errorf("no grpc backend found for %s", id) |
| } |
| return strconv.Atoi(p.Process().PID) |
| } |
|
|
| func (ml *ModelLoader) startProcess(grpcProcess, id string, serverAddress string, args ...string) (*process.Process, error) { |
| |
| |
| if fi, err := os.Stat(grpcProcess); err == nil { |
| if fi.Mode()&0111 == 0 { |
| xlog.Debug("Process is not executable. Making it executable.", "process", grpcProcess) |
| if err := os.Chmod(grpcProcess, 0700); err != nil { |
| return nil, err |
| } |
| } |
| } |
|
|
| xlog.Debug("Loading GRPC Process", "process", grpcProcess) |
|
|
| xlog.Debug("GRPC Service will be running", "id", id, "address", serverAddress) |
|
|
| workDir, err := filepath.Abs(filepath.Dir(grpcProcess)) |
| if err != nil { |
| return nil, err |
| } |
|
|
| grpcControlProcess := process.New( |
| process.WithTemporaryStateDir(), |
| process.WithName(filepath.Base(grpcProcess)), |
| process.WithArgs(append(args, []string{"--addr", serverAddress}...)...), |
| process.WithEnvironment(os.Environ()...), |
| process.WithWorkDir(workDir), |
| ) |
|
|
| if ml.wd != nil { |
| ml.wd.Add(serverAddress, grpcControlProcess) |
| ml.wd.AddAddressModelMap(serverAddress, id) |
| } |
|
|
| if err := grpcControlProcess.Run(); err != nil { |
| return grpcControlProcess, err |
| } |
|
|
| xlog.Debug("GRPC Service state dir", "dir", grpcControlProcess.StateDir()) |
|
|
| signals.RegisterGracefulTerminationHandler(func() { |
| err := grpcControlProcess.Stop() |
| if err != nil { |
| xlog.Error("error while shutting down grpc process", "error", err) |
| } |
| }) |
|
|
| go func() { |
| t, err := tail.TailFile(grpcControlProcess.StderrPath(), tail.Config{Follow: true}) |
| if err != nil { |
| xlog.Debug("Could not tail stderr") |
| } |
| for line := range t.Lines { |
| xlog.Debug("GRPC stderr", "id", strings.Join([]string{id, serverAddress}, "-"), "line", line.Text) |
| } |
| }() |
| go func() { |
| t, err := tail.TailFile(grpcControlProcess.StdoutPath(), tail.Config{Follow: true}) |
| if err != nil { |
| xlog.Debug("Could not tail stdout") |
| } |
| for line := range t.Lines { |
| xlog.Debug("GRPC stdout", "id", strings.Join([]string{id, serverAddress}, "-"), "line", line.Text) |
| } |
| }() |
|
|
| return grpcControlProcess, nil |
| } |
|
|