Files
LocalAI/pkg/grpc/embed.go
LocalAI [bot] 294170d3ed feat(backend): add depth-anything (Depth Anything 3) C++/ggml backend + gallery (#10352)
* feat(backend): add depth-anything (Depth Anything 3) C++/ggml backend + gallery

Mirrors the locate-anything-cpp backend to register a new depth-anything
backend that wraps the Depth Anything 3 ggml port (depth-anything.cpp) via
purego (cgo-less, no Python at inference).

- backend/go/depth-anything-cpp/: gRPC backend (Load + Predict + GenerateImage),
  purego binding to the da_capi_* C ABI, CMake/Makefile/run/package/test scripts
  building depth-anything.cpp's DA_SHARED static .so per CPU variant.
- backend/index.yaml: depth-anything backend meta + all hardware-variant
  capability entries (cpu/cuda12/cuda13/intel-sycl-f32+f16/vulkan/nvidia-l4t).
- gallery/index.yaml: 8 Depth Anything 3 GGUF models (base q4_k/q8_0/f16/f32,
  small, large, giant, mono-large).
- .github/backend-matrix.yml: one build entry per hardware variant.

Assisted-by: Claude:claude-opus-4-8
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* feat(depth): typed Depth RPC + REST endpoint exposing full DA3 data

Assisted-by: Claude:claude-opus-4-8
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix(depth): pin depth-anything.cpp to e0b6814 (ABI 3 dense C-API)

The Depth RPC handler calls da_capi_depth_dense / da_capi_points (C-API ABI 3);
pin the native build to the commit that exports them.

Assisted-by: Claude:claude-opus-4-8
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix(depth): pin depth-anything.cpp to v0.1.0 release (b515c31)

Repoint the native version from the now-orphaned e0b6814 to the
b515c31 release commit, kept alive by the upstream v0.1.0 tag.
C-API is unchanged (da_capi_abi_version == 3).

Assisted-by: Claude:claude-opus-4-8
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix(depth): wire depth-anything-cpp into build, CI bump, and importer

The backend dir, gallery index, and CI build-matrix were present but the
backend was never wired into the integration points that adding-backends.md
requires:

- root Makefile: add to .NOTPARALLEL, the test-extra chain, a BACKEND_*
  definition, the docker-build target eval, and docker-build-backends
  (mirrors parakeet-cpp; the backend's own Makefile already documented that
  its `test` target is driven by test-extra).
- bump_deps.yaml: register the DEPTHANYTHING_VERSION pin so the daily
  auto-bump bot tracks mudler/depth-anything.cpp master (it cannot see an
  unregistered Makefile pin).
- import form: add a preference-only KnownBackend entry so depth-anything is
  selectable at /import-model (mirrors sam3-cpp; no reliable GGUF auto-detect
  signal, so pref-only per the doc's default).

changed-backends.js needs no entry: the generic golang suffix branch already
resolves backend/go/depth-anything-cpp/.

Assisted-by: Claude:claude-opus-4-8
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* feat(depth): auto-detect importer for depth-anything GGUFs

Replace the preference-only entry with a real auto-detect importer
(mirrors parakeet-cpp / locate-anything):

- DepthAnythingImporter matches a .gguf whose name carries a
  depth-anything token (depth-anything-<size>-<quant>.gguf), so
  /import-model recognises mudler/depth-anything.cpp-gguf repos and direct
  GGUF URLs without an explicit backend preference. preferences.backend=
  "depth-anything" still forces it.
- Registered before LlamaCPPImporter so its GGUF bundles aren't claimed by
  the generic .gguf importer; the narrow name match means it cannot claim
  arbitrary llama GGUFs or the upstream safetensors PyTorch repos.
- Multi-quant repos pick the smallest quant by default (q4_k -> ... -> f32,
  depth stays >0.998 corr even at q4_k); quantizations preference overrides.
- Drops the now-redundant knownPrefOnlyBackends entry (importer-backed
  backends are not listed there, matching parakeet-cpp).
- Table-driven Ginkgo test covers detection, negative cases (llama GGUF,
  upstream safetensors), default/override/fallback quant pick, and direct
  URL import. 10/10 specs pass.

Assisted-by: Claude:claude-opus-4-8
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix(depth): check conn.Close error in grpc Depth client (errcheck)

The new Depth() client method used a bare `defer conn.Close()`. golangci-lint
runs with new-from-merge-base, so although the 39 sibling methods use the same
bare form (grandfathered), the newly added line trips errcheck. Drop the result
explicitly to satisfy the linter.

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Assisted-by: Claude:claude-opus-4-8

* fix(depth): bump depth-anything.cpp to v0.1.1 (embeddable CMake)

v0.1.0 (b515c31) used ${CMAKE_SOURCE_DIR} for its include dirs, which
points at the parent project when built via add_subdirectory() as this
backend does, so the container build failed with missing stb_image.h /
da_gguf_keys.h. v0.1.1 (2d42897) switches to project-relative paths.

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Assisted-by: Claude:claude-opus-4-8

* fix(depth): resolve gosec findings in the backend wrapper

The code-scanning gate flagged three new failure-level alerts in
godepthanythingcpp.go (gosec runs with -no-fail; GitHub gates on new alerts):

- G301: export dirs were created with 0o755. Tighten to 0o750 (no world
  access needed for backend-written export output).
- G304: writeDepthPNG creates req.GetDst(). That path is chosen by the
  LocalAI core as the intended output destination (same pattern every
  image backend uses), not attacker input, so annotate with #nosec G304
  and document why.

The remaining G103 "audit unsafe" notes on the unsafe.Slice C-buffer copies
are warning-level (the same purego interop whisper/parakeet use) and do not
gate the check, per the supertonic exclusion precedent in secscan.yaml.

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Assisted-by: Claude:claude-opus-4-8

* fix(depth): bump depth-anything.cpp to v0.1.2 (CUDA cross-build arch)

v0.1.1 forced CMAKE_CUDA_ARCHITECTURES=native, which breaks the GPU-less
l4t/cublas CI builds (nvcc "Unsupported gpu architecture 'compute_'" on
CMake 3.22). v0.1.2 (442eea4) drops the override and lets ggml pick its
default cross-build arch list.

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Assisted-by: Claude:claude-opus-4-8

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Co-authored-by: Ettore Di Giacinto <mudler@localai.io>
2026-06-16 16:28:28 +02:00

729 lines
21 KiB
Go

package grpc
import (
"context"
"io"
"sync"
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) GenerateVideo(ctx context.Context, in *pb.GenerateVideoRequest, opts ...grpc.CallOption) (*pb.Result, error) {
return e.s.GenerateVideo(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) TTSStream(ctx context.Context, in *pb.TTSRequest, f func(reply *pb.Reply), opts ...grpc.CallOption) error {
bs := &embedBackendServerStream{
ctx: ctx,
fn: f,
}
return e.s.TTSStream(in, bs)
}
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) Detect(ctx context.Context, in *pb.DetectOptions, opts ...grpc.CallOption) (*pb.DetectResponse, error) {
return e.s.Detect(ctx, in)
}
func (e *embedBackend) Depth(ctx context.Context, in *pb.DepthRequest, opts ...grpc.CallOption) (*pb.DepthResponse, error) {
return e.s.Depth(ctx, in)
}
func (e *embedBackend) FaceVerify(ctx context.Context, in *pb.FaceVerifyRequest, opts ...grpc.CallOption) (*pb.FaceVerifyResponse, error) {
return e.s.FaceVerify(ctx, in)
}
func (e *embedBackend) FaceAnalyze(ctx context.Context, in *pb.FaceAnalyzeRequest, opts ...grpc.CallOption) (*pb.FaceAnalyzeResponse, error) {
return e.s.FaceAnalyze(ctx, in)
}
func (e *embedBackend) VoiceVerify(ctx context.Context, in *pb.VoiceVerifyRequest, opts ...grpc.CallOption) (*pb.VoiceVerifyResponse, error) {
return e.s.VoiceVerify(ctx, in)
}
func (e *embedBackend) VoiceAnalyze(ctx context.Context, in *pb.VoiceAnalyzeRequest, opts ...grpc.CallOption) (*pb.VoiceAnalyzeResponse, error) {
return e.s.VoiceAnalyze(ctx, in)
}
func (e *embedBackend) VoiceEmbed(ctx context.Context, in *pb.VoiceEmbedRequest, opts ...grpc.CallOption) (*pb.VoiceEmbedResponse, error) {
return e.s.VoiceEmbed(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) AudioTranscriptionStream(ctx context.Context, in *pb.TranscriptRequest, f func(chunk *pb.TranscriptStreamResponse), opts ...grpc.CallOption) error {
bs := &embedBackendAudioTranscriptionStream{
ctx: ctx,
fn: f,
}
return e.s.AudioTranscriptionStream(in, bs)
}
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) TokenClassify(ctx context.Context, in *pb.TokenClassifyRequest, opts ...grpc.CallOption) (*pb.TokenClassifyResponse, error) {
return e.s.TokenClassify(ctx, in)
}
func (e *embedBackend) Score(ctx context.Context, in *pb.ScoreRequest, opts ...grpc.CallOption) (*pb.ScoreResponse, error) {
return e.s.Score(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) Diarize(ctx context.Context, in *pb.DiarizeRequest, opts ...grpc.CallOption) (*pb.DiarizeResponse, error) {
return e.s.Diarize(ctx, in)
}
func (e *embedBackend) AudioEncode(ctx context.Context, in *pb.AudioEncodeRequest, opts ...grpc.CallOption) (*pb.AudioEncodeResult, error) {
return e.s.AudioEncode(ctx, in)
}
func (e *embedBackend) AudioDecode(ctx context.Context, in *pb.AudioDecodeRequest, opts ...grpc.CallOption) (*pb.AudioDecodeResult, error) {
return e.s.AudioDecode(ctx, in)
}
func (e *embedBackend) AudioTransform(ctx context.Context, in *pb.AudioTransformRequest, opts ...grpc.CallOption) (*pb.AudioTransformResult, error) {
return e.s.AudioTransform(ctx, in)
}
func (e *embedBackend) AudioTransformStream(ctx context.Context, opts ...grpc.CallOption) (AudioTransformStreamClient, error) {
// In-process bidi stream is two channels paired with two facades:
// the server side reads requests / writes responses; the client side
// is its mirror.
reqs := make(chan *pb.AudioTransformFrameRequest, 4)
resps := make(chan *pb.AudioTransformFrameResponse, 4)
srvDone := make(chan error, 1)
server := &embedBackendAudioTransformStream{
ctx: ctx,
reqs: reqs,
resps: resps,
}
go func() {
err := e.s.AudioTransformStream(server)
// Backend has finished — no more responses will arrive.
close(resps)
srvDone <- err
}()
return &embedBackendAudioTransformStreamClient{
ctx: ctx,
reqs: reqs,
resps: resps,
srvDone: srvDone,
}, nil
}
func (e *embedBackend) Forward(ctx context.Context, opts ...grpc.CallOption) (ForwardClient, error) {
reqs := make(chan *pb.ForwardRequest, 8)
resps := make(chan *pb.ForwardReply, 8)
srvDone := make(chan error, 1)
server := &embedBackendForwardStream{ctx: ctx, reqs: reqs, resps: resps}
go func() {
err := e.s.Forward(server)
close(resps)
srvDone <- err
}()
return &embedBackendForwardStreamClient{
ctx: ctx,
reqs: reqs,
resps: resps,
srvDone: srvDone,
}, nil
}
func (e *embedBackend) AudioToAudioStream(ctx context.Context, opts ...grpc.CallOption) (AudioToAudioStreamClient, error) {
reqs := make(chan *pb.AudioToAudioRequest, 8)
resps := make(chan *pb.AudioToAudioResponse, 8)
srvDone := make(chan error, 1)
server := &embedBackendAudioToAudioStream{
ctx: ctx,
reqs: reqs,
resps: resps,
}
go func() {
err := e.s.AudioToAudioStream(server)
close(resps)
srvDone <- err
}()
return &embedBackendAudioToAudioStreamClient{
ctx: ctx,
reqs: reqs,
resps: resps,
srvDone: srvDone,
}, nil
}
func (e *embedBackend) ModelMetadata(ctx context.Context, in *pb.ModelOptions, opts ...grpc.CallOption) (*pb.ModelMetadataResponse, error) {
return e.s.ModelMetadata(ctx, in)
}
func (e *embedBackend) GetTokenMetrics(ctx context.Context, in *pb.MetricsRequest, opts ...grpc.CallOption) (*pb.MetricsResponse, error) {
return e.s.GetMetrics(ctx, in)
}
func (e *embedBackend) StartFineTune(ctx context.Context, in *pb.FineTuneRequest, opts ...grpc.CallOption) (*pb.FineTuneJobResult, error) {
return e.s.StartFineTune(ctx, in)
}
func (e *embedBackend) FineTuneProgress(ctx context.Context, in *pb.FineTuneProgressRequest, f func(update *pb.FineTuneProgressUpdate), opts ...grpc.CallOption) error {
bs := &embedBackendFineTuneProgressStream{
ctx: ctx,
fn: f,
}
return e.s.FineTuneProgress(in, bs)
}
func (e *embedBackend) StopFineTune(ctx context.Context, in *pb.FineTuneStopRequest, opts ...grpc.CallOption) (*pb.Result, error) {
return e.s.StopFineTune(ctx, in)
}
func (e *embedBackend) ListCheckpoints(ctx context.Context, in *pb.ListCheckpointsRequest, opts ...grpc.CallOption) (*pb.ListCheckpointsResponse, error) {
return e.s.ListCheckpoints(ctx, in)
}
func (e *embedBackend) ExportModel(ctx context.Context, in *pb.ExportModelRequest, opts ...grpc.CallOption) (*pb.Result, error) {
return e.s.ExportModel(ctx, in)
}
func (e *embedBackend) StartQuantization(ctx context.Context, in *pb.QuantizationRequest, opts ...grpc.CallOption) (*pb.QuantizationJobResult, error) {
return e.s.StartQuantization(ctx, in)
}
func (e *embedBackend) QuantizationProgress(ctx context.Context, in *pb.QuantizationProgressRequest, f func(update *pb.QuantizationProgressUpdate), opts ...grpc.CallOption) error {
bs := &embedBackendQuantizationProgressStream{
ctx: ctx,
fn: f,
}
return e.s.QuantizationProgress(in, bs)
}
func (e *embedBackend) StopQuantization(ctx context.Context, in *pb.QuantizationStopRequest, opts ...grpc.CallOption) (*pb.Result, error) {
return e.s.StopQuantization(ctx, in)
}
func (e *embedBackend) Free(ctx context.Context) error {
_, err := e.s.Free(ctx, &pb.HealthMessage{})
return err
}
var _ pb.Backend_AudioTransformStreamServer = new(embedBackendAudioTransformStream)
var _ AudioTransformStreamClient = new(embedBackendAudioTransformStreamClient)
var _ pb.Backend_AudioToAudioStreamServer = new(embedBackendAudioToAudioStream)
var _ AudioToAudioStreamClient = new(embedBackendAudioToAudioStreamClient)
// embedBackendAudioTransformStream is the server side of an in-process bidi
// stream. The hosted server reads requests from `reqs` (closed by client when
// done sending) and writes responses to `resps`.
type embedBackendAudioTransformStream struct {
ctx context.Context
reqs <-chan *pb.AudioTransformFrameRequest
resps chan<- *pb.AudioTransformFrameResponse
}
func (e *embedBackendAudioTransformStream) Send(resp *pb.AudioTransformFrameResponse) error {
select {
case e.resps <- resp:
return nil
case <-e.ctx.Done():
return e.ctx.Err()
}
}
func (e *embedBackendAudioTransformStream) Recv() (*pb.AudioTransformFrameRequest, error) {
select {
case req, ok := <-e.reqs:
if !ok {
return nil, io.EOF
}
return req, nil
case <-e.ctx.Done():
return nil, e.ctx.Err()
}
}
func (e *embedBackendAudioTransformStream) SetHeader(md metadata.MD) error { return nil }
func (e *embedBackendAudioTransformStream) SendHeader(md metadata.MD) error { return nil }
func (e *embedBackendAudioTransformStream) SetTrailer(md metadata.MD) {}
func (e *embedBackendAudioTransformStream) Context() context.Context { return e.ctx }
func (e *embedBackendAudioTransformStream) SendMsg(m any) error {
if x, ok := m.(*pb.AudioTransformFrameResponse); ok {
return e.Send(x)
}
return nil
}
func (e *embedBackendAudioTransformStream) RecvMsg(m any) error {
// gRPC bidi streaming uses Recv() directly; RecvMsg is unused on this path.
return nil
}
// embedBackendAudioTransformStreamClient is the caller-facing side. It
// mirrors the server-side stream over the same channels.
type embedBackendAudioTransformStreamClient struct {
ctx context.Context
reqs chan<- *pb.AudioTransformFrameRequest
resps <-chan *pb.AudioTransformFrameResponse
srvDone <-chan error
closeOnce bool
}
func (e *embedBackendAudioTransformStreamClient) Send(req *pb.AudioTransformFrameRequest) error {
select {
case e.reqs <- req:
return nil
case <-e.ctx.Done():
return e.ctx.Err()
}
}
func (e *embedBackendAudioTransformStreamClient) Recv() (*pb.AudioTransformFrameResponse, error) {
select {
case resp, ok := <-e.resps:
if !ok {
// Server-side finished. Surface its terminal error if any.
select {
case err := <-e.srvDone:
if err != nil {
return nil, err
}
default:
}
return nil, io.EOF
}
return resp, nil
case <-e.ctx.Done():
return nil, e.ctx.Err()
}
}
func (e *embedBackendAudioTransformStreamClient) CloseSend() error {
if e.closeOnce {
return nil
}
e.closeOnce = true
close(e.reqs)
return nil
}
func (e *embedBackendAudioTransformStreamClient) Context() context.Context { return e.ctx }
// embedBackendAudioToAudioStream is the in-process server-side handle for
// the bidirectional any-to-any audio RPC. Mirrors embedBackendAudioTransform
// Stream — the hosted server reads requests from `reqs` (closed by client
// when done sending) and writes responses to `resps`.
type embedBackendAudioToAudioStream struct {
ctx context.Context
reqs <-chan *pb.AudioToAudioRequest
resps chan<- *pb.AudioToAudioResponse
}
func (e *embedBackendAudioToAudioStream) Send(resp *pb.AudioToAudioResponse) error {
select {
case e.resps <- resp:
return nil
case <-e.ctx.Done():
return e.ctx.Err()
}
}
func (e *embedBackendAudioToAudioStream) Recv() (*pb.AudioToAudioRequest, error) {
select {
case req, ok := <-e.reqs:
if !ok {
return nil, io.EOF
}
return req, nil
case <-e.ctx.Done():
return nil, e.ctx.Err()
}
}
func (e *embedBackendAudioToAudioStream) SetHeader(md metadata.MD) error { return nil }
func (e *embedBackendAudioToAudioStream) SendHeader(md metadata.MD) error { return nil }
func (e *embedBackendAudioToAudioStream) SetTrailer(md metadata.MD) {}
func (e *embedBackendAudioToAudioStream) Context() context.Context { return e.ctx }
func (e *embedBackendAudioToAudioStream) SendMsg(m any) error {
if x, ok := m.(*pb.AudioToAudioResponse); ok {
return e.Send(x)
}
return nil
}
func (e *embedBackendAudioToAudioStream) RecvMsg(m any) error { return nil }
type embedBackendAudioToAudioStreamClient struct {
ctx context.Context
reqs chan<- *pb.AudioToAudioRequest
resps <-chan *pb.AudioToAudioResponse
srvDone <-chan error
closeOnce bool
}
func (e *embedBackendAudioToAudioStreamClient) Send(req *pb.AudioToAudioRequest) error {
select {
case e.reqs <- req:
return nil
case <-e.ctx.Done():
return e.ctx.Err()
}
}
func (e *embedBackendAudioToAudioStreamClient) Recv() (*pb.AudioToAudioResponse, error) {
select {
case resp, ok := <-e.resps:
if !ok {
// Server goroutine writes to srvDone immediately after closing
// resps; block (cap with ctx) so we don't race past a real error.
select {
case err := <-e.srvDone:
if err != nil {
return nil, err
}
case <-e.ctx.Done():
return nil, e.ctx.Err()
}
return nil, io.EOF
}
return resp, nil
case <-e.ctx.Done():
return nil, e.ctx.Err()
}
}
func (e *embedBackendAudioToAudioStreamClient) CloseSend() error {
if e.closeOnce {
return nil
}
e.closeOnce = true
close(e.reqs)
return nil
}
func (e *embedBackendAudioToAudioStreamClient) Context() context.Context { return e.ctx }
var _ pb.Backend_AudioTranscriptionStreamServer = new(embedBackendAudioTranscriptionStream)
type embedBackendAudioTranscriptionStream struct {
ctx context.Context
fn func(chunk *pb.TranscriptStreamResponse)
}
func (e *embedBackendAudioTranscriptionStream) Send(chunk *pb.TranscriptStreamResponse) error {
e.fn(chunk)
return nil
}
func (e *embedBackendAudioTranscriptionStream) SetHeader(md metadata.MD) error {
return nil
}
func (e *embedBackendAudioTranscriptionStream) SendHeader(md metadata.MD) error {
return nil
}
func (e *embedBackendAudioTranscriptionStream) SetTrailer(md metadata.MD) {
}
func (e *embedBackendAudioTranscriptionStream) Context() context.Context {
return e.ctx
}
func (e *embedBackendAudioTranscriptionStream) SendMsg(m any) error {
if x, ok := m.(*pb.TranscriptStreamResponse); ok {
return e.Send(x)
}
return nil
}
func (e *embedBackendAudioTranscriptionStream) RecvMsg(m any) error {
return nil
}
var _ pb.Backend_FineTuneProgressServer = new(embedBackendFineTuneProgressStream)
type embedBackendFineTuneProgressStream struct {
ctx context.Context
fn func(update *pb.FineTuneProgressUpdate)
}
func (e *embedBackendFineTuneProgressStream) Send(update *pb.FineTuneProgressUpdate) error {
e.fn(update)
return nil
}
func (e *embedBackendFineTuneProgressStream) SetHeader(md metadata.MD) error {
return nil
}
func (e *embedBackendFineTuneProgressStream) SendHeader(md metadata.MD) error {
return nil
}
func (e *embedBackendFineTuneProgressStream) SetTrailer(md metadata.MD) {
}
func (e *embedBackendFineTuneProgressStream) Context() context.Context {
return e.ctx
}
func (e *embedBackendFineTuneProgressStream) SendMsg(m any) error {
if x, ok := m.(*pb.FineTuneProgressUpdate); ok {
return e.Send(x)
}
return nil
}
func (e *embedBackendFineTuneProgressStream) RecvMsg(m any) error {
return nil
}
var _ pb.Backend_QuantizationProgressServer = new(embedBackendQuantizationProgressStream)
type embedBackendQuantizationProgressStream struct {
ctx context.Context
fn func(update *pb.QuantizationProgressUpdate)
}
func (e *embedBackendQuantizationProgressStream) Send(update *pb.QuantizationProgressUpdate) error {
e.fn(update)
return nil
}
func (e *embedBackendQuantizationProgressStream) SetHeader(md metadata.MD) error {
return nil
}
func (e *embedBackendQuantizationProgressStream) SendHeader(md metadata.MD) error {
return nil
}
func (e *embedBackendQuantizationProgressStream) SetTrailer(md metadata.MD) {
}
func (e *embedBackendQuantizationProgressStream) Context() context.Context {
return e.ctx
}
func (e *embedBackendQuantizationProgressStream) SendMsg(m any) error {
if x, ok := m.(*pb.QuantizationProgressUpdate); ok {
return e.Send(x)
}
return nil
}
func (e *embedBackendQuantizationProgressStream) RecvMsg(m any) error {
return nil
}
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
}
var _ pb.Backend_ForwardServer = new(embedBackendForwardStream)
var _ ForwardClient = new(embedBackendForwardStreamClient)
// embedBackendForwardStream is the server-side handle for an in-process
// Forward bidi stream. The hosted backend reads requests from `reqs`
// (closed by the client when done sending) and writes replies to
// `resps`.
type embedBackendForwardStream struct {
ctx context.Context
reqs <-chan *pb.ForwardRequest
resps chan<- *pb.ForwardReply
}
func (e *embedBackendForwardStream) Send(resp *pb.ForwardReply) error {
select {
case e.resps <- resp:
return nil
case <-e.ctx.Done():
return e.ctx.Err()
}
}
func (e *embedBackendForwardStream) Recv() (*pb.ForwardRequest, error) {
select {
case req, ok := <-e.reqs:
if !ok {
return nil, io.EOF
}
return req, nil
case <-e.ctx.Done():
return nil, e.ctx.Err()
}
}
func (e *embedBackendForwardStream) SetHeader(md metadata.MD) error { return nil }
func (e *embedBackendForwardStream) SendHeader(md metadata.MD) error { return nil }
func (e *embedBackendForwardStream) SetTrailer(md metadata.MD) {}
func (e *embedBackendForwardStream) Context() context.Context { return e.ctx }
func (e *embedBackendForwardStream) SendMsg(m any) error {
if x, ok := m.(*pb.ForwardReply); ok {
return e.Send(x)
}
return nil
}
func (e *embedBackendForwardStream) RecvMsg(m any) error { return nil }
// embedBackendForwardStreamClient is the caller-facing side. Mirrors
// the server-side stream over the same channels.
type embedBackendForwardStreamClient struct {
ctx context.Context
reqs chan<- *pb.ForwardRequest
resps <-chan *pb.ForwardReply
srvDone <-chan error
once sync.Once
}
func (e *embedBackendForwardStreamClient) Send(req *pb.ForwardRequest) error {
select {
case e.reqs <- req:
return nil
case <-e.ctx.Done():
return e.ctx.Err()
}
}
func (e *embedBackendForwardStreamClient) Recv() (*pb.ForwardReply, error) {
select {
case resp, ok := <-e.resps:
if !ok {
select {
case err := <-e.srvDone:
if err != nil {
return nil, err
}
default:
}
return nil, io.EOF
}
return resp, nil
case <-e.ctx.Done():
return nil, e.ctx.Err()
}
}
func (e *embedBackendForwardStreamClient) CloseSend() error {
e.once.Do(func() { close(e.reqs) })
return nil
}
func (e *embedBackendForwardStreamClient) Context() context.Context { return e.ctx }