Files
LocalAI/backend/go/parakeet-cpp/batcher.go
LocalAI [bot] 03c84cff28 feat(parakeet-cpp): nemotron-3.5-asr multilingual streaming model + request language support (#10199)
* feat(parakeet-cpp): honor request language (multilingual nemotron) on batched + streaming paths

Reads opts.GetLanguage() and threads it through to the new
parakeet_capi_transcribe_pcm_batch_json_lang and parakeet_capi_stream_begin_lang
C-API entry points, both probed with Dlsym so the backend still loads against an
older libparakeet.so (falling back to the non-lang paths, i.e. model default).

parakeet.cpp's batched C-API takes a single target_lang for the whole batch, so
the dispatcher only coalesces same-language requests: a request whose language
differs from the batch leader is held as a single carry-over and becomes the
leader of the next batch, never dropped and never left waiting (including on
shutdown). A new batcher test asserts no dispatched batch is ever mixed-language
and that every submitted request still receives a reply.

Assisted-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* feat(gallery): add parakeet-cpp-nemotron-3.5-asr-streaming-0.6b; bump parakeet.cpp pin

Adds the multilingual prompt-conditioned streaming model to the gallery (q8_0
default, OpenMDW-1.1) and bumps the parakeet-cpp backend pin to the parakeet.cpp
commit that ships nemotron support plus batched causal subsampling and the
batched target_lang C-API.

Assisted-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

---------

Co-authored-by: Ettore Di Giacinto <mudler@localai.io>
2026-06-06 13:53:10 +02:00

106 lines
3.0 KiB
Go

package main
import "time"
// batchRequest is one in-flight unary transcription waiting to be batched.
// In production pcm/decoder are set; tag is an opaque marker used by tests.
type batchRequest struct {
pcm []float32
decoder int32
// language is the per-request target locale ("" means the model default).
// parakeet.cpp's batched C-API takes ONE target_lang for the whole batch,
// so the dispatcher only coalesces requests that share a language.
language string
tag string
reply chan batchReply
}
// batchReply carries one per-item JSON object string (an element of the C-API's
// JSON array) or an error back to the waiting handler goroutine.
type batchReply struct {
json string
err error
}
// batcher coalesces concurrent batchRequests into batched runBatch calls. A
// single run() goroutine is the sole caller of runBatch, so runBatch (which in
// production calls the thread-unsafe C engine) is never entered concurrently.
type batcher struct {
submit chan *batchRequest
maxSize int
maxWait time.Duration
runBatch func(reqs []*batchRequest) // must deliver a reply to every req
}
func newBatcher(maxSize int, maxWait time.Duration, runBatch func([]*batchRequest)) *batcher {
if maxSize < 1 {
maxSize = 1
}
return &batcher{
submit: make(chan *batchRequest),
maxSize: maxSize,
maxWait: maxWait,
runBatch: runBatch,
}
}
// run is the dispatcher loop: accumulate submitted requests until either maxSize
// is reached or maxWait elapses since the first queued request, then dispatch.
// Exits when stop is closed (draining any partially-filled batch first).
//
// A batch carries ONE language (parakeet.cpp's batched C-API takes a single
// target_lang), so a request whose language differs from the batch leader is
// not coalesced: it is held in carry and becomes the leader of the next batch.
// carry is therefore never dropped and its caller never deadlocks: every batch
// (including a lone carry on stop) is dispatched, and runBatch replies to all.
func (b *batcher) run(stop <-chan struct{}) {
var carry *batchRequest
for {
var first *batchRequest
if carry != nil {
// A mismatched request from the previous fill leads this batch.
first, carry = carry, nil
} else {
select {
case first = <-b.submit:
case <-stop:
return
}
}
batch := []*batchRequest{first}
// maxSize==1 disables batching: dispatch immediately (passthrough).
if b.maxSize == 1 {
b.runBatch(batch)
continue
}
timer := time.NewTimer(b.maxWait)
fill:
for len(batch) < b.maxSize {
select {
case r := <-b.submit:
if r.language != first.language {
// Different language: carry it to the next batch so this
// batch stays single-language, then dispatch what we have.
carry = r
break fill
}
batch = append(batch, r)
case <-timer.C:
break fill
case <-stop:
timer.Stop()
b.runBatch(batch)
// Don't strand a carried request's caller on shutdown.
if carry != nil {
b.runBatch([]*batchRequest{carry})
}
return
}
}
timer.Stop()
b.runBatch(batch)
}
}