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wehub-resource-sync 1b8708893a
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chore: import upstream snapshot with attribution
2026-07-13 13:12:26 +08:00

418 lines
13 KiB
Go

package main
import (
"sync"
"time"
"unsafe"
"github.com/mudler/LocalAI/pkg/grpc/grpcerrors"
pb "github.com/mudler/LocalAI/pkg/grpc/proto"
. "github.com/onsi/ginkgo/v2"
. "github.com/onsi/gomega"
"google.golang.org/grpc/codes"
"google.golang.org/grpc/status"
)
// The live-RPC specs drive AudioTranscriptionLive entirely against stubbed
// Cpp* package vars (the same seam batcher_test.go uses), so they run
// without libparakeet.so.
// liveCstrPool hands out NUL-terminated C-style strings backed by Go memory
// and keeps them alive for the duration of a spec (goStringFromCPtr reads
// through the raw pointer; Go's GC must not collect the backing array while
// a stub's return value is in flight).
type liveCstrPool struct {
mu sync.Mutex
bufs [][]byte
}
func (p *liveCstrPool) cstr(s string) uintptr {
p.mu.Lock()
defer p.mu.Unlock()
b := append([]byte(s), 0)
p.bufs = append(p.bufs, b)
return uintptr(unsafe.Pointer(&b[0]))
}
// liveStubs swaps every C entry point the live path touches and returns a
// restore func for AfterEach.
func liveStubs() (restore func()) {
savedBegin, savedBeginLang := CppStreamBegin, CppStreamBeginLang
savedFeed, savedFeedJSON := CppStreamFeed, CppStreamFeedJSON
savedFinalize, savedFinalizeJSON := CppStreamFinalize, CppStreamFinalizeJSON
savedFree, savedLastError := CppStreamFree, CppLastError
savedFreeString := CppFreeString
return func() {
CppStreamBegin, CppStreamBeginLang = savedBegin, savedBeginLang
CppStreamFeed, CppStreamFeedJSON = savedFeed, savedFeedJSON
CppStreamFinalize, CppStreamFinalizeJSON = savedFinalize, savedFinalizeJSON
CppStreamFree, CppLastError = savedFree, savedLastError
CppFreeString = savedFreeString
}
}
// runLive starts the RPC on its own goroutine and returns the request
// channel plus a collector for everything the backend emitted.
func runLive(p *ParakeetCpp) (chan *pb.TranscriptLiveRequest, chan *pb.TranscriptLiveResponse, chan error) {
in := make(chan *pb.TranscriptLiveRequest)
out := make(chan *pb.TranscriptLiveResponse, 32)
errCh := make(chan error, 1)
go func() { errCh <- p.AudioTranscriptionLive(in, out) }()
return in, out, errCh
}
func liveConfig(lang string) *pb.TranscriptLiveRequest {
return &pb.TranscriptLiveRequest{
Payload: &pb.TranscriptLiveRequest_Config{Config: &pb.TranscriptLiveConfig{Language: lang}},
}
}
func liveAudio(pcm []float32) *pb.TranscriptLiveRequest {
return &pb.TranscriptLiveRequest{
Payload: &pb.TranscriptLiveRequest_Audio{Audio: &pb.TranscriptLiveAudio{Pcm: pcm}},
}
}
func collectLive(out chan *pb.TranscriptLiveResponse) []*pb.TranscriptLiveResponse {
var got []*pb.TranscriptLiveResponse
for r := range out {
got = append(got, r)
}
return got
}
var _ = Describe("AudioTranscriptionLive (stubbed C API)", func() {
var (
pool *liveCstrPool
restore func()
p *ParakeetCpp
)
BeforeEach(func() {
pool = &liveCstrPool{}
restore = liveStubs()
p = &ParakeetCpp{ctxPtr: 1}
CppStreamBeginLang = nil
CppStreamBegin = func(ctx uintptr) uintptr { return 7 }
CppStreamFree = func(s uintptr) {}
CppFreeString = func(s uintptr) {}
CppLastError = func(ctx uintptr) string { return "stub error" }
CppStreamFeed = nil
CppStreamFeedJSON = nil
CppStreamFinalize = nil
CppStreamFinalizeJSON = nil
})
AfterEach(func() { restore() })
It("rejects a stream whose first message is not a config", func() {
in, out, errCh := runLive(p)
in <- liveAudio([]float32{0.1})
close(in)
err := <-errCh
Expect(status.Code(err)).To(Equal(codes.InvalidArgument))
Expect(collectLive(out)).To(BeEmpty())
})
It("rejects a non-16k sample rate", func() {
in, _, errCh := runLive(p)
in <- &pb.TranscriptLiveRequest{
Payload: &pb.TranscriptLiveRequest_Config{Config: &pb.TranscriptLiveConfig{SampleRate: 8000}},
}
close(in)
Expect(status.Code(<-errCh)).To(Equal(codes.InvalidArgument))
})
It("returns the typed Unimplemented signal for non-streaming models, before any ack", func() {
CppStreamBegin = func(ctx uintptr) uintptr { return 0 }
in, out, errCh := runLive(p)
in <- liveConfig("")
close(in)
err := <-errCh
Expect(grpcerrors.IsLiveTranscriptionUnsupported(err)).To(BeTrue())
Expect(collectLive(out)).To(BeEmpty())
})
It("streams deltas, eou flags and words on the JSON path and finalizes on close", func() {
var freed []uintptr
CppStreamFree = func(s uintptr) { freed = append(freed, s) }
feeds := 0
CppStreamFeedJSON = func(s uintptr, pcm []float32, n int32) uintptr {
feeds++
switch feeds {
case 1:
return pool.cstr(`{"text":"hello ","eou":0,"frame_sec":0.08,` +
`"words":[{"w":"hello","start":0.1,"end":0.4,"conf":0.9}]}`)
default:
return pool.cstr(`{"text":"world","eou":1,"frame_sec":0.08,` +
`"words":[{"w":"world","start":0.5,"end":0.8,"conf":0.9}]}`)
}
}
CppStreamFinalizeJSON = func(s uintptr) uintptr {
return pool.cstr(`{"text":"","eou":0,"frame_sec":0.08,"words":[]}`)
}
in, out, errCh := runLive(p)
in <- liveConfig("en")
in <- liveAudio(make([]float32, 100))
in <- liveAudio(make([]float32, 200))
close(in)
Expect(<-errCh).NotTo(HaveOccurred())
got := collectLive(out)
Expect(got).To(HaveLen(4)) // ready, two deltas, final
Expect(got[0].Ready).To(BeTrue())
Expect(got[1].Delta).To(Equal("hello "))
Expect(got[1].Eou).To(BeFalse())
Expect(got[1].Words).To(HaveLen(1))
Expect(got[1].Words[0].Text).To(Equal("hello"))
Expect(got[2].Delta).To(Equal("world"))
Expect(got[2].Eou).To(BeTrue())
final := got[3].FinalResult
Expect(final).NotTo(BeNil())
Expect(final.Text).To(Equal("hello world"))
// The live FinalResult carries only Text. Per-utterance segments,
// duration and the terminal eou flag are an offline-path concern (see
// boundary.go / AudioTranscriptionStream); the realtime core reads the
// streamed per-feed tokens above plus this Text.
Expect(final.Eou).To(BeFalse())
Expect(final.Segments).To(BeEmpty())
Expect(final.Duration).To(BeZero())
Expect(freed).To(Equal([]uintptr{7}))
})
It("falls back to the text feed (eou out-param) when the JSON entry points are absent", func() {
feeds := 0
CppStreamFeed = func(s uintptr, pcm []float32, n int32, eouOut unsafe.Pointer) uintptr {
feeds++
if feeds == 2 {
*(*int32)(eouOut) = 1
return pool.cstr("done")
}
return pool.cstr("first ")
}
CppStreamFinalize = func(s uintptr) uintptr { return pool.cstr("") }
in, out, errCh := runLive(p)
in <- liveConfig("")
in <- liveAudio(make([]float32, 10))
in <- liveAudio(make([]float32, 10))
close(in)
Expect(<-errCh).NotTo(HaveOccurred())
got := collectLive(out)
Expect(got).To(HaveLen(4))
Expect(got[1].Delta).To(Equal("first "))
Expect(got[1].Eou).To(BeFalse())
Expect(got[2].Delta).To(Equal("done"))
Expect(got[2].Eou).To(BeTrue())
Expect(got[3].FinalResult.Text).To(Equal("first done"))
})
It("forwards <EOB> as eob — a backchannel, never an eou (ABI v5 JSON)", func() {
feeds := 0
CppStreamFeedJSON = func(s uintptr, pcm []float32, n int32) uintptr {
feeds++
if feeds == 1 {
return pool.cstr(`{"text":"uh-huh","eou":0,"eob":1,"frame_sec":0.08,` +
`"words":[{"w":"uh-huh","start":0.1,"end":0.3,"conf":0.9}]}`)
}
return pool.cstr(`{"text":"the turn","eou":1,"eob":0,"frame_sec":0.08,` +
`"words":[{"w":"the","start":0.5,"end":0.6,"conf":0.9},{"w":"turn","start":0.6,"end":0.8,"conf":0.9}]}`)
}
CppStreamFinalizeJSON = func(s uintptr) uintptr {
return pool.cstr(`{"text":"","eou":0,"eob":0,"frame_sec":0.08,"words":[]}`)
}
in, out, errCh := runLive(p)
in <- liveConfig("")
in <- liveAudio(make([]float32, 10))
in <- liveAudio(make([]float32, 10))
close(in)
Expect(<-errCh).NotTo(HaveOccurred())
got := collectLive(out)
Expect(got).To(HaveLen(4))
Expect(got[1].Eob).To(BeTrue())
Expect(got[1].Eou).To(BeFalse(), "a backchannel must not masquerade as a turn boundary")
Expect(got[2].Eou).To(BeTrue())
})
It("maps the v5 eou_out bitmask on the text path (bit0 <EOU>, bit1 <EOB>)", func() {
feeds := 0
CppStreamFeed = func(s uintptr, pcm []float32, n int32, eouOut unsafe.Pointer) uintptr {
feeds++
if feeds == 1 {
*(*int32)(eouOut) = 2 // <EOB> only
return pool.cstr("uh-huh")
}
*(*int32)(eouOut) = 1 // <EOU>
return pool.cstr(" done")
}
CppStreamFinalize = func(s uintptr) uintptr { return pool.cstr("") }
in, out, errCh := runLive(p)
in <- liveConfig("")
in <- liveAudio(make([]float32, 10))
in <- liveAudio(make([]float32, 10))
close(in)
Expect(<-errCh).NotTo(HaveOccurred())
got := collectLive(out)
Expect(got).To(HaveLen(4))
Expect(got[1].Eob).To(BeTrue())
Expect(got[1].Eou).To(BeFalse())
Expect(got[2].Eou).To(BeTrue())
Expect(got[2].Eob).To(BeFalse())
})
It("accumulates trailing text after an EOU into the final transcript", func() {
feeds := 0
CppStreamFeedJSON = func(s uintptr, pcm []float32, n int32) uintptr {
feeds++
if feeds == 1 {
return pool.cstr(`{"text":"turn one","eou":1,"frame_sec":0.08,"words":[]}`)
}
return pool.cstr(`{"text":" and more","eou":0,"frame_sec":0.08,"words":[]}`)
}
CppStreamFinalizeJSON = func(s uintptr) uintptr {
return pool.cstr(`{"text":"","eou":0,"frame_sec":0.08,"words":[]}`)
}
in, out, errCh := runLive(p)
in <- liveConfig("")
in <- liveAudio(make([]float32, 10))
in <- liveAudio(make([]float32, 10))
close(in)
Expect(<-errCh).NotTo(HaveOccurred())
got := collectLive(out)
final := got[len(got)-1].FinalResult
Expect(final.Text).To(Equal("turn one and more"))
})
It("resets the decode session on a mid-stream config", func() {
var begun, freed int
CppStreamBegin = func(ctx uintptr) uintptr { begun++; return uintptr(10 + begun) }
CppStreamFree = func(s uintptr) { freed++ }
CppStreamFeedJSON = func(s uintptr, pcm []float32, n int32) uintptr {
return pool.cstr(`{"text":"x","eou":0,"frame_sec":0.08,"words":[]}`)
}
CppStreamFinalizeJSON = func(s uintptr) uintptr {
return pool.cstr(`{"text":"","eou":0,"frame_sec":0.08,"words":[]}`)
}
in, out, errCh := runLive(p)
in <- liveConfig("")
in <- liveAudio(make([]float32, 10))
in <- liveConfig("") // reset
in <- liveAudio(make([]float32, 10))
close(in)
Expect(<-errCh).NotTo(HaveOccurred())
got := collectLive(out)
final := got[len(got)-1].FinalResult
Expect(final.Text).To(Equal("x"), "pre-reset transcript dropped")
Expect(begun).To(Equal(2))
Expect(freed).To(Equal(2), "old session freed on reset, new one on unwind")
})
It("does not hold engineMu between feeds (unary work interleaves with a live session)", func() {
CppStreamFeedJSON = func(s uintptr, pcm []float32, n int32) uintptr {
return pool.cstr(`{"text":"","eou":0,"frame_sec":0.08,"words":[]}`)
}
CppStreamFinalizeJSON = func(s uintptr) uintptr {
return pool.cstr(`{"text":"","eou":0,"frame_sec":0.08,"words":[]}`)
}
in, out, errCh := runLive(p)
in <- liveConfig("")
in <- liveAudio(make([]float32, 10))
// The session is open and idle between feeds: the engine lock must be
// acquirable, which is what lets batched unary transcription proceed
// mid-session. Under stream-lifetime locking this probe would block
// until the stream ended and the Eventually would time out.
locked := make(chan struct{})
go func() {
p.engineMu.Lock()
p.engineMu.Unlock() //nolint:staticcheck // probe: acquire-release proves availability
close(locked)
}()
Eventually(locked, time.Second).Should(BeClosed())
close(in)
Expect(<-errCh).NotTo(HaveOccurred())
collectLive(out)
})
It("errors out and reads last_error under the lock when a feed fails", func() {
CppStreamFeedJSON = func(s uintptr, pcm []float32, n int32) uintptr { return 0 }
in, out, errCh := runLive(p)
in <- liveConfig("")
in <- liveAudio(make([]float32, 10))
err := <-errCh
Expect(err).To(MatchError(ContainSubstring("stub error")))
got := collectLive(out)
Expect(got).To(HaveLen(1)) // just the ready ack
close(in)
})
})
var _ = Describe("stripEouMarker", func() {
It("strips a trailing <EOU> and reports it", func() {
text, eou := stripEouMarker("it is certainly very like the old portrait<EOU>")
Expect(text).To(Equal("it is certainly very like the old portrait"))
Expect(eou).To(BeTrue())
})
It("strips a trailing <EOB> WITHOUT reporting an utterance end", func() {
// A decode ending on a backchannel must not confirm the
// retranscribe gate — the user was acknowledging, not yielding.
text, eou := stripEouMarker("uh-huh<EOB>")
Expect(text).To(Equal("uh-huh"))
Expect(eou).To(BeFalse())
})
It("leaves marker-free text alone", func() {
text, eou := stripEouMarker("plain transcript")
Expect(text).To(Equal("plain transcript"))
Expect(eou).To(BeFalse())
})
It("does not strip a marker in the middle of the text", func() {
text, eou := stripEouMarker("a<EOU>b")
Expect(text).To(Equal("a<EOU>b"))
Expect(eou).To(BeFalse())
})
})
var _ = Describe("transcriptResultFromDoc EOU handling", func() {
It("strips the offline marker from text and sets the result flag", func() {
doc := transcriptJSON{Text: "the old portrait<EOU>"}
res := transcriptResultFromDoc(doc, &pb.TranscriptRequest{}, 0)
Expect(res.Text).To(Equal("the old portrait"))
Expect(res.Eou).To(BeTrue())
Expect(res.Segments).To(HaveLen(1))
Expect(res.Segments[0].Text).To(Equal("the old portrait"))
})
It("reports eou=false for marker-free decodes", func() {
doc := transcriptJSON{Text: "no marker here"}
res := transcriptResultFromDoc(doc, &pb.TranscriptRequest{}, 0)
Expect(res.Text).To(Equal("no marker here"))
Expect(res.Eou).To(BeFalse())
})
})