LocalAI/core/cli/soundgeneration.go

package cli

import (
	"context"
	"fmt"
	"os"
	"path/filepath"
	"strconv"
	"strings"

	"github.com/mudler/LocalAI/core/backend"
	cliContext "github.com/mudler/LocalAI/core/cli/context"
	"github.com/mudler/LocalAI/core/config"
	"github.com/mudler/LocalAI/pkg/model"
	"github.com/mudler/LocalAI/pkg/system"
	"github.com/mudler/xlog"
)

type SoundGenerationCMD struct {
	Text []string `arg:""`

	Backend                string   `short:"b" required:"" help:"Backend to run the SoundGeneration model"`
	Model                  string   `short:"m" required:"" help:"Model name to run the SoundGeneration"`
	Duration               string   `short:"d" help:"If specified, the length of audio to generate in seconds"`
	Temperature            string   `short:"t" help:"If specified, the temperature of the generation"`
	InputFile              string   `short:"i" help:"If specified, the input file to condition generation upon"`
	InputFileSampleDivisor string   `short:"f" help:"If InputFile and this divisor is specified, the first portion of the sample file will be used"`
	DoSample               bool     `short:"s" default:"true" help:"Enables sampling from the model. Better quality at the cost of speed. Defaults to enabled."`
	OutputFile             string   `short:"o" type:"path" help:"The path to write the output wav file"`
	ModelsPath             string   `env:"LOCALAI_MODELS_PATH,MODELS_PATH" type:"path" default:"${basepath}/models" help:"Path containing models used for inferencing" group:"storage"`
	ExternalGRPCBackends   []string `env:"LOCALAI_EXTERNAL_GRPC_BACKENDS,EXTERNAL_GRPC_BACKENDS" help:"A list of external grpc backends" group:"backends"`
}

func parseToFloat32Ptr(input string) *float32 {
	f, err := strconv.ParseFloat(input, 32)
	if err != nil {
		return nil
	}
	f2 := float32(f)
	return &f2
}

func parseToInt32Ptr(input string) *int32 {
	i, err := strconv.ParseInt(input, 10, 32)
	if err != nil {
		return nil
	}
	i2 := int32(i)
	return &i2
}

func (t *SoundGenerationCMD) Run(ctx *cliContext.Context) error {
	outputFile := t.OutputFile
	outputDir := os.TempDir()
	if outputFile != "" {
		outputDir = filepath.Dir(outputFile)
	}
	text := strings.Join(t.Text, " ")

	systemState, err := system.GetSystemState(
		system.WithModelPath(t.ModelsPath),
	)
	if err != nil {
		return err
	}

	externalBackends := make(map[string]string)
	// split ":" to get backend name and the uri
	for _, v := range t.ExternalGRPCBackends {
		backend := v[:strings.IndexByte(v, ':')]
		uri := v[strings.IndexByte(v, ':')+1:]
		externalBackends[backend] = uri
	}

	opts := &config.ApplicationConfig{
		SystemState:          systemState,
		Context:              context.Background(),
		GeneratedContentDir:  outputDir,
		ExternalGRPCBackends: externalBackends,
	}
	ml := model.NewModelLoader(systemState)

	defer func() {
		err := ml.StopAllGRPC()
		if err != nil {
			xlog.Error("unable to stop all grpc processes", "error", err)
		}
	}()

	options := config.ModelConfig{}
	options.SetDefaults()
	options.Backend = t.Backend
	options.Model = t.Model

	var inputFile *string
	if t.InputFile != "" {
		inputFile = &t.InputFile
	}

	filePath, _, err := backend.SoundGeneration(context.Background(), text,
		parseToFloat32Ptr(t.Duration), parseToFloat32Ptr(t.Temperature), &t.DoSample,
		inputFile, parseToInt32Ptr(t.InputFileSampleDivisor),
		nil, "", "", nil, "", "", "", nil,
		ml, opts, options)

	if err != nil {
		return err
	}
	if outputFile != "" {
		if err := os.Rename(filePath, outputFile); err != nil {
			return err
		}
		fmt.Printf("Generate file %s\n", outputFile)
	} else {
		fmt.Printf("Generate file %s\n", filePath)
	}
	return nil
}