LocalAI/pkg/grpc/embed.go
mintyleaf 2bc4b56a79
feat: stream tokens usage (#4415)
* Use pb.Reply instead of []byte with Reply.GetMessage() in llama grpc to get the proper usage data in reply streaming mode at the last [DONE] frame

* Fix 'hang' on empty message from the start

Seems like that empty message marker trick was unnecessary

---------

Co-authored-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
2024-12-18 09:48:50 +01:00

133 lines
3.9 KiB
Go

package grpc
import (
"context"
pb "github.com/mudler/LocalAI/pkg/grpc/proto"
"google.golang.org/grpc"
"google.golang.org/grpc/metadata"
)
var _ Backend = new(embedBackend)
var _ pb.Backend_PredictStreamServer = new(embedBackendServerStream)
type embedBackend struct {
s *server
}
func (e *embedBackend) IsBusy() bool {
return e.s.llm.Busy()
}
func (e *embedBackend) HealthCheck(ctx context.Context) (bool, error) {
return true, nil
}
func (e *embedBackend) Embeddings(ctx context.Context, in *pb.PredictOptions, opts ...grpc.CallOption) (*pb.EmbeddingResult, error) {
return e.s.Embedding(ctx, in)
}
func (e *embedBackend) Predict(ctx context.Context, in *pb.PredictOptions, opts ...grpc.CallOption) (*pb.Reply, error) {
return e.s.Predict(ctx, in)
}
func (e *embedBackend) LoadModel(ctx context.Context, in *pb.ModelOptions, opts ...grpc.CallOption) (*pb.Result, error) {
return e.s.LoadModel(ctx, in)
}
func (e *embedBackend) PredictStream(ctx context.Context, in *pb.PredictOptions, f func(reply *pb.Reply), opts ...grpc.CallOption) error {
bs := &embedBackendServerStream{
ctx: ctx,
fn: f,
}
return e.s.PredictStream(in, bs)
}
func (e *embedBackend) GenerateImage(ctx context.Context, in *pb.GenerateImageRequest, opts ...grpc.CallOption) (*pb.Result, error) {
return e.s.GenerateImage(ctx, in)
}
func (e *embedBackend) TTS(ctx context.Context, in *pb.TTSRequest, opts ...grpc.CallOption) (*pb.Result, error) {
return e.s.TTS(ctx, in)
}
func (e *embedBackend) SoundGeneration(ctx context.Context, in *pb.SoundGenerationRequest, opts ...grpc.CallOption) (*pb.Result, error) {
return e.s.SoundGeneration(ctx, in)
}
func (e *embedBackend) AudioTranscription(ctx context.Context, in *pb.TranscriptRequest, opts ...grpc.CallOption) (*pb.TranscriptResult, error) {
return e.s.AudioTranscription(ctx, in)
}
func (e *embedBackend) TokenizeString(ctx context.Context, in *pb.PredictOptions, opts ...grpc.CallOption) (*pb.TokenizationResponse, error) {
return e.s.TokenizeString(ctx, in)
}
func (e *embedBackend) Status(ctx context.Context) (*pb.StatusResponse, error) {
return e.s.Status(ctx, &pb.HealthMessage{})
}
func (e *embedBackend) StoresSet(ctx context.Context, in *pb.StoresSetOptions, opts ...grpc.CallOption) (*pb.Result, error) {
return e.s.StoresSet(ctx, in)
}
func (e *embedBackend) StoresDelete(ctx context.Context, in *pb.StoresDeleteOptions, opts ...grpc.CallOption) (*pb.Result, error) {
return e.s.StoresDelete(ctx, in)
}
func (e *embedBackend) StoresGet(ctx context.Context, in *pb.StoresGetOptions, opts ...grpc.CallOption) (*pb.StoresGetResult, error) {
return e.s.StoresGet(ctx, in)
}
func (e *embedBackend) StoresFind(ctx context.Context, in *pb.StoresFindOptions, opts ...grpc.CallOption) (*pb.StoresFindResult, error) {
return e.s.StoresFind(ctx, in)
}
func (e *embedBackend) Rerank(ctx context.Context, in *pb.RerankRequest, opts ...grpc.CallOption) (*pb.RerankResult, error) {
return e.s.Rerank(ctx, in)
}
func (e *embedBackend) VAD(ctx context.Context, in *pb.VADRequest, opts ...grpc.CallOption) (*pb.VADResponse, error) {
return e.s.VAD(ctx, in)
}
func (e *embedBackend) GetTokenMetrics(ctx context.Context, in *pb.MetricsRequest, opts ...grpc.CallOption) (*pb.MetricsResponse, error) {
return e.s.GetMetrics(ctx, in)
}
type embedBackendServerStream struct {
ctx context.Context
fn func(reply *pb.Reply)
}
func (e *embedBackendServerStream) Send(reply *pb.Reply) error {
e.fn(reply)
return nil
}
func (e *embedBackendServerStream) SetHeader(md metadata.MD) error {
return nil
}
func (e *embedBackendServerStream) SendHeader(md metadata.MD) error {
return nil
}
func (e *embedBackendServerStream) SetTrailer(md metadata.MD) {
}
func (e *embedBackendServerStream) Context() context.Context {
return e.ctx
}
func (e *embedBackendServerStream) SendMsg(m any) error {
if x, ok := m.(*pb.Reply); ok {
return e.Send(x)
}
return nil
}
func (e *embedBackendServerStream) RecvMsg(m any) error {
return nil
}