diff --git a/.github/workflows/release.yaml b/.github/workflows/release.yaml index 0245725d..8ff64a3f 100644 --- a/.github/workflows/release.yaml +++ b/.github/workflows/release.yaml @@ -61,7 +61,7 @@ jobs: go install google.golang.org/protobuf/cmd/protoc-gen-go@latest export PATH=$PATH:$GOPATH/bin export PATH=/usr/local/cuda/bin:$PATH - make dist + GO_TAGS=p2p make dist - uses: actions/upload-artifact@v4 with: name: LocalAI-linux @@ -121,7 +121,7 @@ jobs: export C_INCLUDE_PATH=/usr/local/include export CPLUS_INCLUDE_PATH=/usr/local/include export PATH=$PATH:$GOPATH/bin - make dist + GO_TAGS=p2p make dist - uses: actions/upload-artifact@v4 with: name: LocalAI-MacOS-arm64 diff --git a/Dockerfile b/Dockerfile index 916aa3c5..0734ba0e 100644 --- a/Dockerfile +++ b/Dockerfile @@ -14,7 +14,7 @@ ARG TARGETVARIANT ENV DEBIAN_FRONTEND=noninteractive ENV EXTERNAL_GRPC_BACKENDS="coqui:/build/backend/python/coqui/run.sh,huggingface-embeddings:/build/backend/python/sentencetransformers/run.sh,petals:/build/backend/python/petals/run.sh,transformers:/build/backend/python/transformers/run.sh,sentencetransformers:/build/backend/python/sentencetransformers/run.sh,rerankers:/build/backend/python/rerankers/run.sh,autogptq:/build/backend/python/autogptq/run.sh,bark:/build/backend/python/bark/run.sh,diffusers:/build/backend/python/diffusers/run.sh,exllama:/build/backend/python/exllama/run.sh,openvoice:/build/backend/python/openvoice/run.sh,vall-e-x:/build/backend/python/vall-e-x/run.sh,vllm:/build/backend/python/vllm/run.sh,mamba:/build/backend/python/mamba/run.sh,exllama2:/build/backend/python/exllama2/run.sh,transformers-musicgen:/build/backend/python/transformers-musicgen/run.sh,parler-tts:/build/backend/python/parler-tts/run.sh" -ARG GO_TAGS="stablediffusion tinydream tts" +ARG GO_TAGS="stablediffusion tinydream tts p2p" RUN apt-get update && \ apt-get install -y --no-install-recommends \ diff --git a/core/cli/cli.go b/core/cli/cli.go index 71f877b8..cf501804 100644 --- a/core/cli/cli.go +++ b/core/cli/cli.go @@ -1,21 +1,16 @@ package cli -import "embed" - -type Context struct { - Debug bool `env:"LOCALAI_DEBUG,DEBUG" default:"false" hidden:"" help:"DEPRECATED, use --log-level=debug instead. Enable debug logging"` - LogLevel *string `env:"LOCALAI_LOG_LEVEL" enum:"error,warn,info,debug,trace" help:"Set the level of logs to output [${enum}]"` - - // This field is not a command line argument/flag, the struct tag excludes it from the parsed CLI - BackendAssets embed.FS `kong:"-"` -} +import ( + cliContext "github.com/go-skynet/LocalAI/core/cli/context" + "github.com/go-skynet/LocalAI/core/cli/worker" +) var CLI struct { - Context `embed:""` + cliContext.Context `embed:""` - Run RunCMD `cmd:"" help:"Run LocalAI, this the default command if no other command is specified. Run 'local-ai run --help' for more information" default:"withargs"` - Models ModelsCMD `cmd:"" help:"Manage LocalAI models and definitions"` - TTS TTSCMD `cmd:"" help:"Convert text to speech"` - Transcript TranscriptCMD `cmd:"" help:"Convert audio to text"` - LLAMACPPWorker LLAMACPPWorkerCMD `cmd:"" help:"Run workers to distribute workload (llama.cpp-only)"` + Run RunCMD `cmd:"" help:"Run LocalAI, this the default command if no other command is specified. Run 'local-ai run --help' for more information" default:"withargs"` + Models ModelsCMD `cmd:"" help:"Manage LocalAI models and definitions"` + TTS TTSCMD `cmd:"" help:"Convert text to speech"` + Transcript TranscriptCMD `cmd:"" help:"Convert audio to text"` + Worker worker.Worker `cmd:"" help:"Run workers to distribute workload (llama.cpp-only)"` } diff --git a/core/cli/context/context.go b/core/cli/context/context.go new file mode 100644 index 00000000..fa93408e --- /dev/null +++ b/core/cli/context/context.go @@ -0,0 +1,11 @@ +package cliContext + +import "embed" + +type Context struct { + Debug bool `env:"LOCALAI_DEBUG,DEBUG" default:"false" hidden:"" help:"DEPRECATED, use --log-level=debug instead. Enable debug logging"` + LogLevel *string `env:"LOCALAI_LOG_LEVEL" enum:"error,warn,info,debug,trace" help:"Set the level of logs to output [${enum}]"` + + // This field is not a command line argument/flag, the struct tag excludes it from the parsed CLI + BackendAssets embed.FS `kong:"-"` +} diff --git a/core/cli/models.go b/core/cli/models.go index 5bbb60e6..96b7e4e7 100644 --- a/core/cli/models.go +++ b/core/cli/models.go @@ -4,6 +4,8 @@ import ( "encoding/json" "fmt" + cliContext "github.com/go-skynet/LocalAI/core/cli/context" + "github.com/go-skynet/LocalAI/pkg/gallery" "github.com/rs/zerolog/log" "github.com/schollz/progressbar/v3" @@ -29,7 +31,7 @@ type ModelsCMD struct { Install ModelsInstall `cmd:"" help:"Install a model from the gallery"` } -func (ml *ModelsList) Run(ctx *Context) error { +func (ml *ModelsList) Run(ctx *cliContext.Context) error { var galleries []gallery.Gallery if err := json.Unmarshal([]byte(ml.Galleries), &galleries); err != nil { log.Error().Err(err).Msg("unable to load galleries") @@ -49,7 +51,7 @@ func (ml *ModelsList) Run(ctx *Context) error { return nil } -func (mi *ModelsInstall) Run(ctx *Context) error { +func (mi *ModelsInstall) Run(ctx *cliContext.Context) error { modelName := mi.ModelArgs[0] var galleries []gallery.Gallery diff --git a/core/cli/run.go b/core/cli/run.go index 6185627d..6c41f63b 100644 --- a/core/cli/run.go +++ b/core/cli/run.go @@ -1,12 +1,15 @@ package cli import ( + "context" "fmt" "strings" "time" + cliContext "github.com/go-skynet/LocalAI/core/cli/context" "github.com/go-skynet/LocalAI/core/config" "github.com/go-skynet/LocalAI/core/http" + "github.com/go-skynet/LocalAI/core/p2p" "github.com/go-skynet/LocalAI/core/startup" "github.com/rs/zerolog" "github.com/rs/zerolog/log" @@ -37,13 +40,14 @@ type RunCMD struct { Threads int `env:"LOCALAI_THREADS,THREADS" short:"t" default:"4" help:"Number of threads used for parallel computation. Usage of the number of physical cores in the system is suggested" group:"performance"` ContextSize int `env:"LOCALAI_CONTEXT_SIZE,CONTEXT_SIZE" default:"512" help:"Default context size for models" group:"performance"` - Address string `env:"LOCALAI_ADDRESS,ADDRESS" default:":8080" help:"Bind address for the API server" group:"api"` - CORS bool `env:"LOCALAI_CORS,CORS" help:"" group:"api"` - CORSAllowOrigins string `env:"LOCALAI_CORS_ALLOW_ORIGINS,CORS_ALLOW_ORIGINS" group:"api"` - UploadLimit int `env:"LOCALAI_UPLOAD_LIMIT,UPLOAD_LIMIT" default:"15" help:"Default upload-limit in MB" group:"api"` - APIKeys []string `env:"LOCALAI_API_KEY,API_KEY" help:"List of API Keys to enable API authentication. When this is set, all the requests must be authenticated with one of these API keys" group:"api"` - DisableWebUI bool `env:"LOCALAI_DISABLE_WEBUI,DISABLE_WEBUI" default:"false" help:"Disable webui" group:"api"` - + Address string `env:"LOCALAI_ADDRESS,ADDRESS" default:":8080" help:"Bind address for the API server" group:"api"` + CORS bool `env:"LOCALAI_CORS,CORS" help:"" group:"api"` + CORSAllowOrigins string `env:"LOCALAI_CORS_ALLOW_ORIGINS,CORS_ALLOW_ORIGINS" group:"api"` + UploadLimit int `env:"LOCALAI_UPLOAD_LIMIT,UPLOAD_LIMIT" default:"15" help:"Default upload-limit in MB" group:"api"` + APIKeys []string `env:"LOCALAI_API_KEY,API_KEY" help:"List of API Keys to enable API authentication. When this is set, all the requests must be authenticated with one of these API keys" group:"api"` + DisableWebUI bool `env:"LOCALAI_DISABLE_WEBUI,DISABLE_WEBUI" default:"false" help:"Disable webui" group:"api"` + Peer2Peer bool `env:"LOCALAI_P2P,P2P" name:"p2p" default:"false" help:"Enable P2P mode" group:"p2p"` + Peer2PeerToken string `env:"LOCALAI_P2P_TOKEN,P2P_TOKEN" name:"p2ptoken" help:"Token for P2P mode (optional)" group:"p2p"` ParallelRequests bool `env:"LOCALAI_PARALLEL_REQUESTS,PARALLEL_REQUESTS" help:"Enable backends to handle multiple requests in parallel if they support it (e.g.: llama.cpp or vllm)" group:"backends"` SingleActiveBackend bool `env:"LOCALAI_SINGLE_ACTIVE_BACKEND,SINGLE_ACTIVE_BACKEND" help:"Allow only one backend to be run at a time" group:"backends"` PreloadBackendOnly bool `env:"LOCALAI_PRELOAD_BACKEND_ONLY,PRELOAD_BACKEND_ONLY" default:"false" help:"Do not launch the API services, only the preloaded models / backends are started (useful for multi-node setups)" group:"backends"` @@ -54,7 +58,7 @@ type RunCMD struct { WatchdogBusyTimeout string `env:"LOCALAI_WATCHDOG_BUSY_TIMEOUT,WATCHDOG_BUSY_TIMEOUT" default:"5m" help:"Threshold beyond which a busy backend should be stopped" group:"backends"` } -func (r *RunCMD) Run(ctx *Context) error { +func (r *RunCMD) Run(ctx *cliContext.Context) error { opts := []config.AppOption{ config.WithConfigFile(r.ModelsConfigFile), config.WithJSONStringPreload(r.PreloadModels), @@ -81,6 +85,31 @@ func (r *RunCMD) Run(ctx *Context) error { config.WithModelsURL(append(r.Models, r.ModelArgs...)...), } + if r.Peer2Peer || r.Peer2PeerToken != "" { + log.Info().Msg("P2P mode enabled") + token := r.Peer2PeerToken + if token == "" { + // IF no token is provided, and p2p is enabled, + // we generate one and wait for the user to pick up the token (this is for interactive) + log.Info().Msg("No token provided, generating one") + token = p2p.GenerateToken() + log.Info().Msg("Generated Token:") + fmt.Println(token) + + log.Info().Msg("To use the token, you can run the following command in another node or terminal:") + fmt.Printf("export TOKEN=\"%s\"\nlocal-ai worker p2p-llama-cpp-rpc\n", token) + + // Ask for user confirmation + log.Info().Msg("Press a button to proceed") + var input string + fmt.Scanln(&input) + } + log.Info().Msg("Starting P2P server discovery...") + if err := p2p.LLamaCPPRPCServerDiscoverer(context.Background(), token); err != nil { + return err + } + } + idleWatchDog := r.EnableWatchdogIdle busyWatchDog := r.EnableWatchdogBusy diff --git a/core/cli/transcript.go b/core/cli/transcript.go index 1f2f779a..fcd4b309 100644 --- a/core/cli/transcript.go +++ b/core/cli/transcript.go @@ -6,6 +6,7 @@ import ( "fmt" "github.com/go-skynet/LocalAI/core/backend" + cliContext "github.com/go-skynet/LocalAI/core/cli/context" "github.com/go-skynet/LocalAI/core/config" "github.com/go-skynet/LocalAI/pkg/model" "github.com/rs/zerolog/log" @@ -22,7 +23,7 @@ type TranscriptCMD struct { BackendAssetsPath string `env:"LOCALAI_BACKEND_ASSETS_PATH,BACKEND_ASSETS_PATH" type:"path" default:"/tmp/localai/backend_data" help:"Path used to extract libraries that are required by some of the backends in runtime" group:"storage"` } -func (t *TranscriptCMD) Run(ctx *Context) error { +func (t *TranscriptCMD) Run(ctx *cliContext.Context) error { opts := &config.ApplicationConfig{ ModelPath: t.ModelsPath, Context: context.Background(), diff --git a/core/cli/tts.go b/core/cli/tts.go index d4bd2553..8b54ed28 100644 --- a/core/cli/tts.go +++ b/core/cli/tts.go @@ -8,6 +8,7 @@ import ( "strings" "github.com/go-skynet/LocalAI/core/backend" + cliContext "github.com/go-skynet/LocalAI/core/cli/context" "github.com/go-skynet/LocalAI/core/config" "github.com/go-skynet/LocalAI/pkg/model" "github.com/rs/zerolog/log" @@ -24,7 +25,7 @@ type TTSCMD struct { BackendAssetsPath string `env:"LOCALAI_BACKEND_ASSETS_PATH,BACKEND_ASSETS_PATH" type:"path" default:"/tmp/localai/backend_data" help:"Path used to extract libraries that are required by some of the backends in runtime" group:"storage"` } -func (t *TTSCMD) Run(ctx *Context) error { +func (t *TTSCMD) Run(ctx *cliContext.Context) error { outputFile := t.OutputFile outputDir := t.BackendAssetsPath if outputFile != "" { diff --git a/core/cli/worker/worker.go b/core/cli/worker/worker.go new file mode 100644 index 00000000..da1b0288 --- /dev/null +++ b/core/cli/worker/worker.go @@ -0,0 +1,10 @@ +package worker + +type WorkerFlags struct { + BackendAssetsPath string `env:"LOCALAI_BACKEND_ASSETS_PATH,BACKEND_ASSETS_PATH" type:"path" default:"/tmp/localai/backend_data" help:"Path used to extract libraries that are required by some of the backends in runtime" group:"storage"` +} + +type Worker struct { + P2P P2P `cmd:"" name:"p2p-llama-cpp-rpc" help:"Starts a LocalAI llama.cpp worker in P2P mode (requires a token)"` + LLamaCPP LLamaCPP `cmd:"" name:"llama-cpp-rpc" help:"Starts a llama.cpp worker in standalone mode"` +} diff --git a/core/cli/llamacppworker.go b/core/cli/worker/worker_llamacpp.go similarity index 60% rename from core/cli/llamacppworker.go rename to core/cli/worker/worker_llamacpp.go index 832b5bde..7a68a448 100644 --- a/core/cli/llamacppworker.go +++ b/core/cli/worker/worker_llamacpp.go @@ -1,19 +1,21 @@ -package cli +package worker import ( + "fmt" "os" "syscall" + cliContext "github.com/go-skynet/LocalAI/core/cli/context" "github.com/go-skynet/LocalAI/pkg/assets" "github.com/rs/zerolog/log" ) -type LLAMACPPWorkerCMD struct { - Args []string `arg:"" optional:"" name:"models" help:"Worker arguments: host port"` - BackendAssetsPath string `env:"LOCALAI_BACKEND_ASSETS_PATH,BACKEND_ASSETS_PATH" type:"path" default:"/tmp/localai/backend_data" help:"Path used to extract libraries that are required by some of the backends in runtime" group:"storage"` +type LLamaCPP struct { + Args []string `arg:"" optional:"" name:"models" help:"Model configuration URLs to load"` + WorkerFlags `embed:""` } -func (r *LLAMACPPWorkerCMD) Run(ctx *Context) error { +func (r *LLamaCPP) Run(ctx *cliContext.Context) error { // Extract files from the embedded FS err := assets.ExtractFiles(ctx.BackendAssets, r.BackendAssetsPath) log.Debug().Msgf("Extracting backend assets files to %s", r.BackendAssetsPath) @@ -21,6 +23,10 @@ func (r *LLAMACPPWorkerCMD) Run(ctx *Context) error { log.Warn().Msgf("Failed extracting backend assets files: %s (might be required for some backends to work properly, like gpt4all)", err) } + if len(os.Args) < 4 { + return fmt.Errorf("usage: local-ai worker llama-cpp-rpc -- ") + } + return syscall.Exec( assets.ResolvePath( r.BackendAssetsPath, @@ -32,6 +38,6 @@ func (r *LLAMACPPWorkerCMD) Run(ctx *Context) error { r.BackendAssetsPath, "util", "llama-cpp-rpc-server", - )}, r.Args...), + )}, os.Args[4:]...), os.Environ()) } diff --git a/core/cli/worker/worker_nop2p.go b/core/cli/worker/worker_nop2p.go new file mode 100644 index 00000000..70b30f4a --- /dev/null +++ b/core/cli/worker/worker_nop2p.go @@ -0,0 +1,16 @@ +//go:build !p2p +// +build !p2p + +package worker + +import ( + "fmt" + + cliContext "github.com/go-skynet/LocalAI/core/cli/context" +) + +type P2P struct{} + +func (r *P2P) Run(ctx *cliContext.Context) error { + return fmt.Errorf("p2p mode is not enabled in this build") +} diff --git a/core/cli/worker/worker_p2p.go b/core/cli/worker/worker_p2p.go new file mode 100644 index 00000000..02a3c313 --- /dev/null +++ b/core/cli/worker/worker_p2p.go @@ -0,0 +1,104 @@ +//go:build p2p +// +build p2p + +package worker + +import ( + "context" + "fmt" + "os" + "os/exec" + "time" + + cliContext "github.com/go-skynet/LocalAI/core/cli/context" + "github.com/go-skynet/LocalAI/core/p2p" + "github.com/go-skynet/LocalAI/pkg/assets" + "github.com/phayes/freeport" + "github.com/rs/zerolog/log" +) + +type P2P struct { + WorkerFlags `embed:""` + Token string `env:"LOCALAI_TOKEN,TOKEN" help:"JSON list of galleries"` + NoRunner bool `env:"LOCALAI_NO_RUNNER,NO_RUNNER" help:"Do not start the llama-cpp-rpc-server"` + RunnerAddress string `env:"LOCALAI_RUNNER_ADDRESS,RUNNER_ADDRESS" help:"Address of the llama-cpp-rpc-server"` + RunnerPort string `env:"LOCALAI_RUNNER_PORT,RUNNER_PORT" help:"Port of the llama-cpp-rpc-server"` + ExtraLLamaCPPArgs []string `env:"LOCALAI_EXTRA_LLAMA_CPP_ARGS,EXTRA_LLAMA_CPP_ARGS" help:"Extra arguments to pass to llama-cpp-rpc-server"` +} + +func (r *P2P) Run(ctx *cliContext.Context) error { + // Extract files from the embedded FS + err := assets.ExtractFiles(ctx.BackendAssets, r.BackendAssetsPath) + log.Debug().Msgf("Extracting backend assets files to %s", r.BackendAssetsPath) + if err != nil { + log.Warn().Msgf("Failed extracting backend assets files: %s (might be required for some backends to work properly, like gpt4all)", err) + } + + // Check if the token is set + // as we always need it. + if r.Token == "" { + return fmt.Errorf("Token is required") + } + + port, err := freeport.GetFreePort() + if err != nil { + return err + } + + address := "127.0.0.1" + + if r.NoRunner { + // Let override which port and address to bind if the user + // configure the llama-cpp service on its own + p := fmt.Sprint(port) + if r.RunnerAddress != "" { + address = r.RunnerAddress + } + if r.RunnerPort != "" { + p = r.RunnerPort + } + + err = p2p.BindLLamaCPPWorker(context.Background(), address, p, r.Token) + if err != nil { + return err + } + log.Info().Msgf("You need to start llama-cpp-rpc-server on '%s:%s'", address, p) + + return nil + } + + // Start llama.cpp directly from the version we have pre-packaged + go func() { + for { + log.Info().Msgf("Starting llama-cpp-rpc-server on '%s:%d'", address, port) + cmd := exec.Command( + assets.ResolvePath( + r.BackendAssetsPath, + "util", + "llama-cpp-rpc-server", + ), + append([]string{"--host", address, "--port", fmt.Sprint(port)}, r.ExtraLLamaCPPArgs...)..., + ) + + cmd.Env = os.Environ() + + cmd.Stderr = os.Stdout + cmd.Stdout = os.Stdout + + if err := cmd.Start(); err != nil { + log.Error().Err(err).Msg("Failed to start llama-cpp-rpc-server") + } + + cmd.Wait() + } + }() + + err = p2p.BindLLamaCPPWorker(context.Background(), address, fmt.Sprint(port), r.Token) + if err != nil { + return err + } + + for { + time.Sleep(1 * time.Second) + } +} diff --git a/core/p2p/p2p.go b/core/p2p/p2p.go new file mode 100644 index 00000000..d8706fc8 --- /dev/null +++ b/core/p2p/p2p.go @@ -0,0 +1,314 @@ +//go:build p2p +// +build p2p + +package p2p + +import ( + "context" + "errors" + "fmt" + "io" + "net" + "os" + "strings" + "time" + + "github.com/go-skynet/LocalAI/pkg/utils" + "github.com/libp2p/go-libp2p/core/peer" + "github.com/mudler/edgevpn/pkg/node" + "github.com/mudler/edgevpn/pkg/protocol" + "github.com/mudler/edgevpn/pkg/types" + "github.com/phayes/freeport" + + "github.com/ipfs/go-log" + "github.com/mudler/edgevpn/pkg/config" + "github.com/mudler/edgevpn/pkg/services" + zlog "github.com/rs/zerolog/log" + + "github.com/mudler/edgevpn/pkg/logger" +) + +func GenerateToken() string { + // Generates a new config and exit + newData := node.GenerateNewConnectionData(900) + return newData.Base64() +} + +func allocateLocalService(ctx context.Context, node *node.Node, listenAddr, service string) error { + + zlog.Info().Msgf("Allocating service '%s' on: %s", service, listenAddr) + // Open local port for listening + l, err := net.Listen("tcp", listenAddr) + if err != nil { + zlog.Error().Err(err).Msg("Error listening") + return err + } + // ll.Info("Binding local port on", srcaddr) + + ledger, _ := node.Ledger() + + // Announce ourselves so nodes accepts our connection + ledger.Announce( + ctx, + 10*time.Second, + func() { + // Retrieve current ID for ip in the blockchain + _, found := ledger.GetKey(protocol.UsersLedgerKey, node.Host().ID().String()) + // If mismatch, update the blockchain + if !found { + updatedMap := map[string]interface{}{} + updatedMap[node.Host().ID().String()] = &types.User{ + PeerID: node.Host().ID().String(), + Timestamp: time.Now().String(), + } + ledger.Add(protocol.UsersLedgerKey, updatedMap) + } + }, + ) + + defer l.Close() + for { + select { + case <-ctx.Done(): + return errors.New("context canceled") + default: + zlog.Debug().Msg("New for connection") + // Listen for an incoming connection. + conn, err := l.Accept() + if err != nil { + fmt.Println("Error accepting: ", err.Error()) + continue + } + + // ll.Info("New connection from", l.Addr().String()) + // Handle connections in a new goroutine, forwarding to the p2p service + go func() { + // Retrieve current ID for ip in the blockchain + existingValue, found := ledger.GetKey(protocol.ServicesLedgerKey, service) + service := &types.Service{} + existingValue.Unmarshal(service) + // If mismatch, update the blockchain + if !found { + zlog.Error().Msg("Service not found on blockchain") + conn.Close() + // ll.Debugf("service '%s' not found on blockchain", serviceID) + return + } + + // Decode the Peer + d, err := peer.Decode(service.PeerID) + if err != nil { + zlog.Error().Msg("cannot decode peer") + + conn.Close() + // ll.Debugf("could not decode peer '%s'", service.PeerID) + return + } + + // Open a stream + stream, err := node.Host().NewStream(ctx, d, protocol.ServiceProtocol.ID()) + if err != nil { + zlog.Error().Msg("cannot open stream peer") + + conn.Close() + // ll.Debugf("could not open stream '%s'", err.Error()) + return + } + // ll.Debugf("(service %s) Redirecting", serviceID, l.Addr().String()) + zlog.Info().Msgf("Redirecting %s to %s", conn.LocalAddr().String(), stream.Conn().RemoteMultiaddr().String()) + closer := make(chan struct{}, 2) + go copyStream(closer, stream, conn) + go copyStream(closer, conn, stream) + <-closer + + stream.Close() + conn.Close() + // ll.Infof("(service %s) Done handling %s", serviceID, l.Addr().String()) + }() + } + } + +} + +func copyStream(closer chan struct{}, dst io.Writer, src io.Reader) { + defer func() { closer <- struct{}{} }() // connection is closed, send signal to stop proxy + io.Copy(dst, src) +} + +// This is the main of the server (which keeps the env variable updated) +// This starts a goroutine that keeps LLAMACPP_GRPC_SERVERS updated with the discovered services +func LLamaCPPRPCServerDiscoverer(ctx context.Context, token string) error { + tunnels, err := discoveryTunnels(ctx, token) + if err != nil { + return err + } + + go func() { + totalTunnels := []string{} + for { + select { + case <-ctx.Done(): + zlog.Error().Msg("Discoverer stopped") + return + case tunnel := <-tunnels: + + totalTunnels = append(totalTunnels, tunnel) + os.Setenv("LLAMACPP_GRPC_SERVERS", strings.Join(totalTunnels, ",")) + zlog.Debug().Msgf("setting LLAMACPP_GRPC_SERVERS to %s", strings.Join(totalTunnels, ",")) + } + } + }() + + return nil +} + +func discoveryTunnels(ctx context.Context, token string) (chan string, error) { + tunnels := make(chan string) + + nodeOpts, err := newNodeOpts(token) + if err != nil { + return nil, err + } + + n, err := node.New(nodeOpts...) + if err != nil { + return nil, fmt.Errorf("creating a new node: %w", err) + } + err = n.Start(ctx) + if err != nil { + return nil, fmt.Errorf("creating a new node: %w", err) + } + ledger, err := n.Ledger() + if err != nil { + return nil, fmt.Errorf("creating a new node: %w", err) + } + + // get new services, allocate and return to the channel + go func() { + emitted := map[string]bool{} + for { + select { + case <-ctx.Done(): + zlog.Error().Msg("Discoverer stopped") + return + default: + time.Sleep(5 * time.Second) + zlog.Debug().Msg("Searching for workers") + + data := ledger.LastBlock().Storage["services_localai"] + for k := range data { + zlog.Info().Msgf("Found worker %s", k) + if _, found := emitted[k]; !found { + emitted[k] = true + //discoveredPeers <- k + port, err := freeport.GetFreePort() + if err != nil { + fmt.Print(err) + } + tunnelAddress := fmt.Sprintf("127.0.0.1:%d", port) + go allocateLocalService(ctx, n, tunnelAddress, k) + tunnels <- tunnelAddress + } + } + } + } + }() + + return tunnels, err +} + +// This is the P2P worker main +func BindLLamaCPPWorker(ctx context.Context, host, port, token string) error { + llger := logger.New(log.LevelFatal) + + nodeOpts, err := newNodeOpts(token) + if err != nil { + return err + } + // generate a random string for the name + name := utils.RandString(10) + + // Register the service + nodeOpts = append(nodeOpts, + services.RegisterService(llger, time.Duration(60)*time.Second, name, fmt.Sprintf("%s:%s", host, port))...) + n, err := node.New(nodeOpts...) + if err != nil { + return fmt.Errorf("creating a new node: %w", err) + } + + err = n.Start(ctx) + if err != nil { + return fmt.Errorf("creating a new node: %w", err) + } + + ledger, err := n.Ledger() + if err != nil { + return fmt.Errorf("creating a new node: %w", err) + } + + ledger.Announce( + ctx, + 10*time.Second, + func() { + // Retrieve current ID for ip in the blockchain + _, found := ledger.GetKey("services_localai", name) + // If mismatch, update the blockchain + if !found { + updatedMap := map[string]interface{}{} + updatedMap[name] = "p2p" + ledger.Add("services_localai", updatedMap) + } + }, + ) + + return err +} + +func newNodeOpts(token string) ([]node.Option, error) { + llger := logger.New(log.LevelFatal) + defaultInterval := 10 * time.Second + + loglevel := "info" + + c := config.Config{ + Limit: config.ResourceLimit{ + Enable: true, + MaxConns: 100, + }, + NetworkToken: token, + LowProfile: false, + LogLevel: loglevel, + Libp2pLogLevel: "fatal", + Ledger: config.Ledger{ + SyncInterval: defaultInterval, + AnnounceInterval: defaultInterval, + }, + NAT: config.NAT{ + Service: true, + Map: true, + RateLimit: true, + RateLimitGlobal: 10, + RateLimitPeer: 10, + RateLimitInterval: defaultInterval, + }, + Discovery: config.Discovery{ + DHT: true, + MDNS: true, + Interval: 30 * time.Second, + }, + Connection: config.Connection{ + HolePunch: true, + AutoRelay: true, + MaxConnections: 100, + }, + } + + nodeOpts, _, err := c.ToOpts(llger) + if err != nil { + return nil, fmt.Errorf("parsing options: %w", err) + } + + nodeOpts = append(nodeOpts, services.Alive(30*time.Second, 900*time.Second, 15*time.Minute)...) + + return nodeOpts, nil +} diff --git a/core/p2p/p2p_disabled.go b/core/p2p/p2p_disabled.go new file mode 100644 index 00000000..59314aa6 --- /dev/null +++ b/core/p2p/p2p_disabled.go @@ -0,0 +1,21 @@ +//go:build !p2p +// +build !p2p + +package p2p + +import ( + "context" + "fmt" +) + +func GenerateToken() string { + return "not implemented" +} + +func LLamaCPPRPCServerDiscoverer(ctx context.Context, token string) error { + return fmt.Errorf("not implemented") +} + +func BindLLamaCPPWorker(ctx context.Context, host, port, token string) error { + return fmt.Errorf("not implemented") +} diff --git a/go.mod b/go.mod index 833fea9f..c6f24e0c 100644 --- a/go.mod +++ b/go.mod @@ -8,9 +8,11 @@ require ( github.com/M0Rf30/go-tiny-dream v0.0.0-20231128165230-772a9c0d9aaf github.com/Masterminds/sprig/v3 v3.2.3 github.com/alecthomas/kong v0.9.0 + github.com/census-instrumentation/opencensus-proto v0.4.1 github.com/charmbracelet/glamour v0.7.0 github.com/chasefleming/elem-go v0.25.0 - github.com/donomii/go-rwkv.cpp v0.0.0-20230715075832-c898cd0f62df + github.com/cncf/xds/go v0.0.0-20230607035331-e9ce68804cb4 + github.com/donomii/go-rwkv.cpp v0.0.0-20240228065144-661e7ae26d44 github.com/elliotchance/orderedmap/v2 v2.2.0 github.com/fsnotify/fsnotify v1.7.0 github.com/ggerganov/whisper.cpp/bindings/go v0.0.0-20230628193450-85ed71aaec8e @@ -21,18 +23,22 @@ require ( github.com/gofiber/swagger v1.0.0 github.com/gofiber/template/html/v2 v2.1.1 github.com/google/uuid v1.5.0 + github.com/grpc-ecosystem/grpc-gateway v1.16.0 github.com/hpcloud/tail v1.0.0 github.com/imdario/mergo v0.3.16 + github.com/ipfs/go-log v1.0.5 github.com/jaypipes/ghw v0.12.0 github.com/joho/godotenv v1.5.1 github.com/klauspost/cpuid/v2 v2.2.7 + github.com/libp2p/go-libp2p v0.31.0 github.com/mholt/archiver/v3 v3.5.1 github.com/microcosm-cc/bluemonday v1.0.26 + github.com/mudler/edgevpn v0.25.3 github.com/mudler/go-processmanager v0.0.0-20230818213616-f204007f963c github.com/mudler/go-stable-diffusion v0.0.0-20230605122230-d89260f598af github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20231022042237-c25dc5193530 - github.com/onsi/ginkgo/v2 v2.13.0 - github.com/onsi/gomega v1.28.1 + github.com/onsi/ginkgo/v2 v2.17.1 + github.com/onsi/gomega v1.33.0 github.com/ory/dockertest/v3 v3.10.0 github.com/otiai10/openaigo v1.6.0 github.com/phayes/freeport v0.0.0-20220201140144-74d24b5ae9f5 @@ -50,13 +56,116 @@ require ( go.opentelemetry.io/otel/exporters/prometheus v0.42.0 go.opentelemetry.io/otel/metric v1.19.0 go.opentelemetry.io/otel/sdk/metric v1.19.0 - golang.org/x/sys v0.19.0 + google.golang.org/api v0.126.0 google.golang.org/grpc v1.59.0 google.golang.org/protobuf v1.33.0 gopkg.in/yaml.v2 v2.4.0 gopkg.in/yaml.v3 v3.0.1 ) +require ( + cloud.google.com/go/compute v1.23.0 // indirect + cloud.google.com/go/compute/metadata v0.2.3 // indirect + github.com/benbjohnson/clock v1.3.5 // indirect + github.com/c-robinson/iplib v1.0.8 // indirect + github.com/containerd/cgroups v1.1.0 // indirect + github.com/coreos/go-systemd/v22 v22.5.0 // indirect + github.com/creachadair/otp v0.4.2 // indirect + github.com/davidlazar/go-crypto v0.0.0-20200604182044-b73af7476f6c // indirect + github.com/decred/dcrd/dcrec/secp256k1/v4 v4.2.0 // indirect + github.com/elastic/gosigar v0.14.2 // indirect + github.com/envoyproxy/protoc-gen-validate v1.0.2 // indirect + github.com/flynn/noise v1.0.0 // indirect + github.com/francoispqt/gojay v1.2.13 // indirect + github.com/godbus/dbus/v5 v5.1.0 // indirect + github.com/golang/groupcache v0.0.0-20210331224755-41bb18bfe9da // indirect + github.com/golang/mock v1.6.0 // indirect + github.com/google/btree v1.1.2 // indirect + github.com/google/gopacket v1.1.19 // indirect + github.com/google/s2a-go v0.1.4 // indirect + github.com/googleapis/enterprise-certificate-proxy v0.2.3 // indirect + github.com/googleapis/gax-go/v2 v2.11.0 // indirect + github.com/gorilla/websocket v1.5.0 // indirect + github.com/hashicorp/errwrap v1.1.0 // indirect + github.com/hashicorp/go-multierror v1.1.1 // indirect + github.com/hashicorp/golang-lru v0.5.4 // indirect + github.com/hashicorp/golang-lru/v2 v2.0.7 // indirect + github.com/huin/goupnp v1.2.0 // indirect + github.com/ipfs/boxo v0.10.0 // indirect + github.com/ipfs/go-cid v0.4.1 // indirect + github.com/ipfs/go-datastore v0.6.0 // indirect + github.com/ipfs/go-log/v2 v2.5.1 // indirect + github.com/ipld/go-ipld-prime v0.20.0 // indirect + github.com/jackpal/go-nat-pmp v1.0.2 // indirect + github.com/jbenet/go-temp-err-catcher v0.1.0 // indirect + github.com/jbenet/goprocess v0.1.4 // indirect + github.com/koron/go-ssdp v0.0.4 // indirect + github.com/libp2p/go-buffer-pool v0.1.0 // indirect + github.com/libp2p/go-cidranger v1.1.0 // indirect + github.com/libp2p/go-flow-metrics v0.1.0 // indirect + github.com/libp2p/go-libp2p-asn-util v0.3.0 // indirect + github.com/libp2p/go-libp2p-kad-dht v0.25.2 // indirect + github.com/libp2p/go-libp2p-kbucket v0.6.3 // indirect + github.com/libp2p/go-libp2p-pubsub v0.9.3 // indirect + github.com/libp2p/go-libp2p-record v0.2.0 // indirect + github.com/libp2p/go-libp2p-routing-helpers v0.7.2 // indirect + github.com/libp2p/go-msgio v0.3.0 // indirect + github.com/libp2p/go-nat v0.2.0 // indirect + github.com/libp2p/go-netroute v0.2.1 // indirect + github.com/libp2p/go-reuseport v0.4.0 // indirect + github.com/libp2p/go-yamux/v4 v4.0.1 // indirect + github.com/libp2p/zeroconf/v2 v2.2.0 // indirect + github.com/marten-seemann/tcp v0.0.0-20210406111302-dfbc87cc63fd // indirect + github.com/miekg/dns v1.1.59 // indirect + github.com/mikioh/tcpinfo v0.0.0-20190314235526-30a79bb1804b // indirect + github.com/mikioh/tcpopt v0.0.0-20190314235656-172688c1accc // indirect + github.com/minio/sha256-simd v1.0.1 // indirect + github.com/mr-tron/base58 v1.2.0 // indirect + github.com/mudler/water v0.0.0-20221010214108-8c7313014ce0 // indirect + github.com/multiformats/go-base32 v0.1.0 // indirect + github.com/multiformats/go-base36 v0.2.0 // indirect + github.com/multiformats/go-multiaddr v0.12.3 // indirect + github.com/multiformats/go-multiaddr-dns v0.3.1 // indirect + github.com/multiformats/go-multiaddr-fmt v0.1.0 // indirect + github.com/multiformats/go-multibase v0.2.0 // indirect + github.com/multiformats/go-multicodec v0.9.0 // indirect + github.com/multiformats/go-multihash v0.2.3 // indirect + github.com/multiformats/go-multistream v0.4.1 // indirect + github.com/multiformats/go-varint v0.0.7 // indirect + github.com/opencontainers/runtime-spec v1.1.0 // indirect + github.com/opentracing/opentracing-go v1.2.0 // indirect + github.com/pbnjay/memory v0.0.0-20210728143218-7b4eea64cf58 // indirect + github.com/peterbourgon/diskv v2.0.1+incompatible // indirect + github.com/polydawn/refmt v0.89.0 // indirect + github.com/quic-go/qpack v0.4.0 // indirect + github.com/quic-go/qtls-go1-20 v0.3.3 // indirect + github.com/quic-go/quic-go v0.38.1 // indirect + github.com/quic-go/webtransport-go v0.5.3 // indirect + github.com/raulk/go-watchdog v1.3.0 // indirect + github.com/songgao/packets v0.0.0-20160404182456-549a10cd4091 // indirect + github.com/spaolacci/murmur3 v1.1.0 // indirect + github.com/vishvananda/netlink v1.1.0 // indirect + github.com/vishvananda/netns v0.0.0-20211101163701-50045581ed74 // indirect + github.com/whyrusleeping/go-keyspace v0.0.0-20160322163242-5b898ac5add1 // indirect + go.opencensus.io v0.24.0 // indirect + go.uber.org/dig v1.17.0 // indirect + go.uber.org/fx v1.20.0 // indirect + go.uber.org/multierr v1.11.0 // indirect + go.uber.org/zap v1.27.0 // indirect + golang.org/x/exp v0.0.0-20230817173708-d852ddb80c63 // indirect + golang.org/x/oauth2 v0.11.0 // indirect + golang.org/x/sync v0.6.0 // indirect + golang.org/x/sys v0.19.0 // indirect + golang.zx2c4.com/wintun v0.0.0-20211104114900-415007cec224 // indirect + golang.zx2c4.com/wireguard v0.0.0-20220703234212-c31a7b1ab478 // indirect + golang.zx2c4.com/wireguard/windows v0.5.3 // indirect + gonum.org/v1/gonum v0.13.0 // indirect + google.golang.org/appengine v1.6.7 // indirect + google.golang.org/genproto v0.0.0-20230822172742-b8732ec3820d // indirect + google.golang.org/genproto/googleapis/api v0.0.0-20230822172742-b8732ec3820d // indirect + lukechampine.com/blake3 v1.2.1 // indirect +) + require ( github.com/Azure/go-ansiterm v0.0.0-20170929234023-d6e3b3328b78 // indirect github.com/KyleBanks/depth v1.2.1 // indirect @@ -70,7 +179,7 @@ require ( github.com/aymanbagabas/go-osc52/v2 v2.0.1 // indirect github.com/aymerick/douceur v0.2.0 // indirect github.com/beorn7/perks v1.0.1 // indirect - github.com/cenkalti/backoff/v4 v4.1.3 // indirect + github.com/cenkalti/backoff/v4 v4.3.0 // indirect github.com/cespare/xxhash/v2 v2.2.0 // indirect github.com/containerd/continuity v0.3.0 // indirect github.com/davecgh/go-spew v1.1.1 // indirect @@ -78,12 +187,12 @@ require ( github.com/docker/cli v20.10.17+incompatible // indirect github.com/docker/docker v24.0.9+incompatible // indirect github.com/docker/go-connections v0.4.0 // indirect - github.com/docker/go-units v0.4.0 // indirect + github.com/docker/go-units v0.5.0 // indirect github.com/dsnet/compress v0.0.2-0.20210315054119-f66993602bf5 // indirect github.com/ghodss/yaml v1.0.0 // indirect github.com/go-audio/audio v1.0.0 // indirect github.com/go-audio/riff v1.0.0 // indirect - github.com/go-logr/logr v1.2.4 // indirect + github.com/go-logr/logr v1.4.1 // indirect github.com/go-logr/stdr v1.2.2 // indirect github.com/go-ole/go-ole v1.2.6 // indirect github.com/go-openapi/jsonpointer v0.21.0 // indirect @@ -95,10 +204,10 @@ require ( github.com/gofiber/template v1.8.3 // indirect github.com/gofiber/utils v1.1.0 // indirect github.com/gogo/protobuf v1.3.2 // indirect - github.com/golang/protobuf v1.5.3 // indirect + github.com/golang/protobuf v1.5.3 github.com/golang/snappy v0.0.2 // indirect github.com/google/go-cmp v0.6.0 // indirect - github.com/google/pprof v0.0.0-20210407192527-94a9f03dee38 // indirect + github.com/google/pprof v0.0.0-20230821062121-407c9e7a662f // indirect github.com/google/shlex v0.0.0-20191202100458-e7afc7fbc510 // indirect github.com/gorilla/css v1.0.1 // indirect github.com/huandu/xstrings v1.3.3 // indirect @@ -114,10 +223,10 @@ require ( github.com/mattn/go-runewidth v0.0.15 // indirect github.com/matttproud/golang_protobuf_extensions v1.0.4 // indirect github.com/mitchellh/colorstring v0.0.0-20190213212951-d06e56a500db // indirect - github.com/mitchellh/copystructure v1.0.0 // indirect + github.com/mitchellh/copystructure v1.2.0 // indirect github.com/mitchellh/go-homedir v1.1.0 // indirect github.com/mitchellh/mapstructure v1.5.0 // indirect - github.com/mitchellh/reflectwalk v1.0.0 // indirect + github.com/mitchellh/reflectwalk v1.0.2 // indirect github.com/moby/term v0.0.0-20201216013528-df9cb8a40635 // indirect github.com/mudler/go-piper v0.0.0-20230621222733-56b8a81b4760 github.com/muesli/reflow v0.3.0 // indirect @@ -137,9 +246,9 @@ require ( github.com/prometheus/procfs v0.11.1 // indirect github.com/rivo/uniseg v0.2.0 // indirect github.com/shoenig/go-m1cpu v0.1.6 // indirect - github.com/shopspring/decimal v1.2.0 // indirect + github.com/shopspring/decimal v1.3.1 // indirect github.com/sirupsen/logrus v1.8.1 // indirect - github.com/spf13/cast v1.3.1 // indirect + github.com/spf13/cast v1.5.0 // indirect github.com/swaggo/files/v2 v2.0.0 // indirect github.com/tklauser/go-sysconf v0.3.12 // indirect github.com/tklauser/numcpus v0.6.1 // indirect diff --git a/go.sum b/go.sum index e8f0c1f2..50585d21 100644 --- a/go.sum +++ b/go.sum @@ -1,7 +1,23 @@ +cloud.google.com/go v0.26.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw= +cloud.google.com/go v0.31.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw= +cloud.google.com/go v0.34.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw= +cloud.google.com/go v0.37.0/go.mod h1:TS1dMSSfndXH133OKGwekG838Om/cQT0BUHV3HcBgoo= +cloud.google.com/go/compute v1.23.0 h1:tP41Zoavr8ptEqaW6j+LQOnyBBhO7OkOMAGrgLopTwY= +cloud.google.com/go/compute v1.23.0/go.mod h1:4tCnrn48xsqlwSAiLf1HXMQk8CONslYbdiEZc9FEIbM= +cloud.google.com/go/compute/metadata v0.2.3 h1:mg4jlk7mCAj6xXp9UJ4fjI9VUI5rubuGBW5aJ7UnBMY= +cloud.google.com/go/compute/metadata v0.2.3/go.mod h1:VAV5nSsACxMJvgaAuX6Pk2AawlZn8kiOGuCv6gTkwuA= +dmitri.shuralyov.com/app/changes v0.0.0-20180602232624-0a106ad413e3/go.mod h1:Yl+fi1br7+Rr3LqpNJf1/uxUdtRUV+Tnj0o93V2B9MU= +dmitri.shuralyov.com/html/belt v0.0.0-20180602232347-f7d459c86be0/go.mod h1:JLBrvjyP0v+ecvNYvCpyZgu5/xkfAUhi6wJj28eUfSU= +dmitri.shuralyov.com/service/change v0.0.0-20181023043359-a85b471d5412/go.mod h1:a1inKt/atXimZ4Mv927x+r7UpyzRUf4emIoiiSC2TN4= +dmitri.shuralyov.com/state v0.0.0-20180228185332-28bcc343414c/go.mod h1:0PRwlb0D6DFvNNtx+9ybjezNCa8XF0xaYcETyp6rHWU= +git.apache.org/thrift.git v0.0.0-20180902110319-2566ecd5d999/go.mod h1:fPE2ZNJGynbRyZ4dJvy6G277gSllfV2HJqblrnkyeyg= github.com/Azure/go-ansiterm v0.0.0-20170929234023-d6e3b3328b78 h1:w+iIsaOQNcT7OZ575w+acHgRric5iCyQh+xv+KJ4HB8= github.com/Azure/go-ansiterm v0.0.0-20170929234023-d6e3b3328b78/go.mod h1:LmzpDX56iTiv29bbRTIsUNlaFfuhWRQBWjQdVyAevI8= +github.com/BurntSushi/toml v0.3.1/go.mod h1:xHWCNGjB5oqiDr8zfno3MHue2Ht5sIBksp03qcyfWMU= github.com/KyleBanks/depth v1.2.1 h1:5h8fQADFrWtarTdtDudMmGsC7GPbOAu6RVB3ffsVFHc= github.com/KyleBanks/depth v1.2.1/go.mod h1:jzSb9d0L43HxTQfT+oSA1EEp2q+ne2uh6XgeJcm8brE= +github.com/M0Rf30/go-tiny-dream v0.0.0-20231128165230-772a9c0d9aaf h1:UgjXLcE9I+VaVz7uBIlzAnyZIXwiDlIiTWqCh159aUI= +github.com/M0Rf30/go-tiny-dream v0.0.0-20231128165230-772a9c0d9aaf/go.mod h1:UOf2Mb/deUri5agct5OJ4SLWjhI+kZKbsUVUeRb24I0= github.com/Masterminds/goutils v1.1.1 h1:5nUrii3FMTL5diU80unEVvNevw1nH4+ZV4DSLVJLSYI= github.com/Masterminds/goutils v1.1.1/go.mod h1:8cTjp+g8YejhMuvIA5y2vz3BpJxksy863GQaJW2MFNU= github.com/Masterminds/semver/v3 v3.2.0 h1:3MEsd0SM6jqZojhjLWWeBY+Kcjy9i6MQAeY7YgDP83g= @@ -25,31 +41,71 @@ github.com/alecthomas/repr v0.4.0/go.mod h1:Fr0507jx4eOXV7AlPV6AVZLYrLIuIeSOWtW5 github.com/andybalholm/brotli v1.0.1/go.mod h1:loMXtMfwqflxFJPmdbJO0a3KNoPuLBgiu3qAvBg8x/Y= github.com/andybalholm/brotli v1.0.5 h1:8uQZIdzKmjc/iuPu7O2ioW48L81FgatrcpfFmiq/cCs= github.com/andybalholm/brotli v1.0.5/go.mod h1:fO7iG3H7G2nSZ7m0zPUDn85XEX2GTukHGRSepvi9Eig= +github.com/anmitsu/go-shlex v0.0.0-20161002113705-648efa622239/go.mod h1:2FmKhYUyUczH0OGQWaF5ceTx0UBShxjsH6f8oGKYe2c= +github.com/antihax/optional v1.0.0/go.mod h1:uupD/76wgC+ih3iEmQUL+0Ugr19nfwCT1kdvxnR2qWY= github.com/aymanbagabas/go-osc52/v2 v2.0.1 h1:HwpRHbFMcZLEVr42D4p7XBqjyuxQH5SMiErDT4WkJ2k= 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rand.Seed(time.Now().UnixNano()) +} + +func RandString(n int) string { + b := make([]rune, n) + for i := range b { + b[i] = letterRunes[rand.Intn(len(letterRunes))] + } + return string(b) +}