whisper.cpp/bindings/go/pkg/whisper/context_test.go

297 lines
6.7 KiB
Go

package whisper_test
import (
"os"
"sync"
"testing"
"github.com/ggerganov/whisper.cpp/bindings/go/pkg/whisper"
"github.com/go-audio/wav"
assert "github.com/stretchr/testify/assert"
"github.com/stretchr/testify/require"
)
func TestSetLanguage(t *testing.T) {
assert := assert.New(t)
model, err := whisper.New(ModelPath)
assert.NoError(err)
assert.NotNil(model)
defer model.Close()
context, err := model.NewContext()
assert.NoError(err)
// This returns an error since
// the model 'models/ggml-small.en.bin'
// that is loaded is not multilingual
err = context.SetLanguage("en")
assert.Error(err)
}
func TestContextModelIsMultilingual(t *testing.T) {
assert := assert.New(t)
model, err := whisper.New(ModelPath)
assert.NoError(err)
assert.NotNil(model)
defer model.Close()
context, err := model.NewContext()
assert.NoError(err)
isMultilingual := context.IsMultilingual()
// This returns false since
// the model 'models/ggml-small.en.bin'
// that is loaded is not multilingual
assert.False(isMultilingual)
}
func TestLanguage(t *testing.T) {
assert := assert.New(t)
model, err := whisper.New(ModelPath)
assert.NoError(err)
assert.NotNil(model)
defer model.Close()
context, err := model.NewContext()
assert.NoError(err)
// This always returns en since
// the model 'models/ggml-small.en.bin'
// that is loaded is not multilingual
expectedLanguage := "en"
actualLanguage := context.Language()
assert.Equal(expectedLanguage, actualLanguage)
}
func TestProcess(t *testing.T) {
assert := assert.New(t)
fh, err := os.Open(SamplePath)
assert.NoError(err)
defer fh.Close()
// Decode the WAV file - load the full buffer
dec := wav.NewDecoder(fh)
buf, err := dec.FullPCMBuffer()
assert.NoError(err)
assert.Equal(uint16(1), dec.NumChans)
data := buf.AsFloat32Buffer().Data
model, err := whisper.New(ModelPath)
assert.NoError(err)
assert.NotNil(model)
defer model.Close()
context, err := model.NewContext()
assert.NoError(err)
err = context.Process(data, nil, nil, nil)
assert.NoError(err)
}
func TestDetectedLanguage(t *testing.T) {
assert := assert.New(t)
fh, err := os.Open(SamplePath)
assert.NoError(err)
defer fh.Close()
// Decode the WAV file - load the full buffer
dec := wav.NewDecoder(fh)
buf, err := dec.FullPCMBuffer()
assert.NoError(err)
assert.Equal(uint16(1), dec.NumChans)
data := buf.AsFloat32Buffer().Data
model, err := whisper.New(ModelPath)
assert.NoError(err)
assert.NotNil(model)
defer model.Close()
context, err := model.NewContext()
assert.NoError(err)
err = context.Process(data, nil, nil, nil)
assert.NoError(err)
expectedLanguage := "en"
actualLanguage := context.DetectedLanguage()
assert.Equal(expectedLanguage, actualLanguage)
}
// TestContext_ConcurrentProcessing tests that multiple contexts can process concurrently
// without interfering with each other (validates the whisper_state isolation fix)
func TestContext_ConcurrentProcessing(t *testing.T) {
assert := assert.New(t)
if _, err := os.Stat(ModelPath); os.IsNotExist(err) {
t.Skip("Skipping test, model not found:", ModelPath)
}
if _, err := os.Stat(SamplePath); os.IsNotExist(err) {
t.Skip("Skipping test, sample not found:", SamplePath)
}
fh, err := os.Open(SamplePath)
assert.NoError(err)
defer fh.Close()
dec := wav.NewDecoder(fh)
buf, err := dec.FullPCMBuffer()
assert.NoError(err)
assert.Equal(uint16(1), dec.NumChans)
data := buf.AsFloat32Buffer().Data
model, err := whisper.New(ModelPath)
assert.NoError(err)
assert.NotNil(model)
defer model.Close()
ctx, err := model.NewContext()
assert.NoError(err)
assert.NotNil(ctx)
defer ctx.Close()
err = ctx.Process(data, nil, nil, nil)
assert.NoError(err)
seg, err := ctx.NextSegment()
assert.NoError(err)
assert.NotEmpty(seg.Text)
}
// TestContext_Parallel_DifferentInputs tests concurrent processing with different inputs
// This validates that each context maintains isolated state for concurrent processing
func TestContext_Parallel_DifferentInputs(t *testing.T) {
assert := assert.New(t)
if _, err := os.Stat(ModelPath); os.IsNotExist(err) {
t.Skip("Skipping test, model not found:", ModelPath)
}
if _, err := os.Stat(SamplePath); os.IsNotExist(err) {
t.Skip("Skipping test, sample not found:", SamplePath)
}
fh, err := os.Open(SamplePath)
assert.NoError(err)
defer fh.Close()
dec := wav.NewDecoder(fh)
buf, err := dec.FullPCMBuffer()
assert.NoError(err)
assert.Equal(uint16(1), dec.NumChans)
data := buf.AsFloat32Buffer().Data
assert.Greater(len(data), 10)
// Create half-sample (second half)
half := make([]float32, len(data)/2)
copy(half, data[len(data)/2:])
model, err := whisper.New(ModelPath)
assert.NoError(err)
assert.NotNil(model)
defer model.Close()
ctx1, err := model.NewContext()
assert.NoError(err)
defer ctx1.Close()
ctx2, err := model.NewContext()
assert.NoError(err)
defer ctx2.Close()
// Run in parallel - each context has isolated whisper_state
var wg sync.WaitGroup
var first1, first2 string
var e1, e2 error
wg.Add(2)
// No mutex needed because each context is isolated by whisper_state
go func() {
defer wg.Done()
e1 = ctx1.Process(data, nil, nil, nil)
if e1 == nil {
seg, err := ctx1.NextSegment()
if err == nil {
first1 = seg.Text
} else {
e1 = err
}
}
}()
go func() {
defer wg.Done()
e2 = ctx2.Process(half, nil, nil, nil)
if e2 == nil {
seg, err := ctx2.NextSegment()
if err == nil {
first2 = seg.Text
} else {
e2 = err
}
}
}()
wg.Wait()
assert.NoError(e1)
assert.NoError(e2)
assert.NotEmpty(first1)
assert.NotEmpty(first2)
assert.NotEqual(first1, first2, "first segments should differ for different inputs")
}
// TestContext_Close tests that Context.Close() properly frees resources
// and allows context to be used even after it has been closed
func TestContext_Close(t *testing.T) {
assert := assert.New(t)
if _, err := os.Stat(ModelPath); os.IsNotExist(err) {
t.Skip("Skipping test, model not found:", ModelPath)
}
model, err := whisper.New(ModelPath)
assert.NoError(err)
assert.NotNil(model)
defer model.Close()
ctx, err := model.NewContext()
assert.NoError(err)
assert.NotNil(ctx)
// Close the context
err = ctx.Close()
require.NoError(t, err)
// Try to use closed context - should return errors
err = ctx.Process([]float32{0.1, 0.2, 0.3}, nil, nil, nil)
require.ErrorIs(t, err, whisper.ErrModelClosed)
lang := ctx.DetectedLanguage()
require.Empty(t, lang)
// Multiple closes should be safe
err = ctx.Close()
require.NoError(t, err)
}
func Test_Close_Context_of_Closed_Model(t *testing.T) {
assert := assert.New(t)
model, err := whisper.New(ModelPath)
assert.NoError(err)
assert.NotNil(model)
ctx, err := model.NewContext()
assert.NoError(err)
assert.NotNil(ctx)
require.NoError(t, model.Close())
require.NoError(t, ctx.Close())
}