From fdb45153fed10d8a2c775633e952fdf02de60461 Mon Sep 17 00:00:00 2001 From: Ettore Di Giacinto Date: Mon, 20 May 2024 19:17:59 +0200 Subject: [PATCH] feat(llama.cpp): Totally decentralized, private, distributed, p2p inference (#2343) * feat(llama.cpp): Enable decentralized, distributed inference As https://github.com/mudler/LocalAI/pull/2324 introduced distributed inferencing thanks to @rgerganov implementation in https://github.com/ggerganov/llama.cpp/pull/6829 in upstream llama.cpp, now it is possible to distribute the workload to remote llama.cpp gRPC server. This changeset now uses mudler/edgevpn to establish a secure, distributed network between the nodes using a shared token. The token is generated automatically when starting the server with the `--p2p` flag, and can be used by starting the workers with `local-ai worker p2p-llama-cpp-rpc` by passing the token via environment variable (TOKEN) or with args (--token). As per how mudler/edgevpn works, a network is established between the server and the workers with dht and mdns discovery protocols, the llama.cpp rpc server is automatically started and exposed to the underlying p2p network so the API server can connect on. When the HTTP server is started, it will discover the workers in the network and automatically create the port-forwards to the service locally. Then llama.cpp is configured to use the services. This feature is behind the "p2p" GO_FLAGS Signed-off-by: Ettore Di Giacinto * go mod tidy Signed-off-by: Ettore Di Giacinto * ci: add p2p tag Signed-off-by: Ettore Di Giacinto * better message Signed-off-by: Ettore Di Giacinto --------- Signed-off-by: Ettore Di Giacinto --- .github/workflows/release.yaml | 4 +- Dockerfile | 2 +- core/cli/cli.go | 25 +- core/cli/context/context.go | 11 + core/cli/models.go | 6 +- core/cli/run.go | 45 +- core/cli/transcript.go | 3 +- core/cli/tts.go | 3 +- core/cli/worker/worker.go | 10 + .../worker_llamacpp.go} | 18 +- core/cli/worker/worker_nop2p.go | 16 + core/cli/worker/worker_p2p.go | 104 ++++ core/p2p/p2p.go | 314 ++++++++++ core/p2p/p2p_disabled.go | 21 + go.mod | 135 +++- go.sum | 576 +++++++++++++++++- pkg/utils/strings.go | 20 + 17 files changed, 1243 insertions(+), 70 deletions(-) create mode 100644 core/cli/context/context.go create mode 100644 core/cli/worker/worker.go rename core/cli/{llamacppworker.go => worker/worker_llamacpp.go} (60%) create mode 100644 core/cli/worker/worker_nop2p.go create mode 100644 core/cli/worker/worker_p2p.go create mode 100644 core/p2p/p2p.go create mode 100644 core/p2p/p2p_disabled.go create mode 100644 pkg/utils/strings.go diff --git a/.github/workflows/release.yaml b/.github/workflows/release.yaml index 0245725d00a8..8ff64a3f3373 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:$GOPATH/bin - make dist + GO_TAGS=p2p make dist - uses: actions/upload-artifact@v4 with: name: LocalAI-MacOS-arm64 diff --git a/Dockerfile b/Dockerfile index 916aa3c55a9d..0734ba0eb02e 100644 --- a/Dockerfile +++ b/Dockerfile @@ -14,7 +14,7 @@ ARG TARGETVARIANT ENV DEBIAN_FRONTEND=noninteractive ENV EXTERNAL_GRPC_BACKENDS="coqui:/build/backend/python/coqui/run.sh,huggingface-embeddings:/build/backend/python/sentencetransformers/run.sh,petals:/build/backend/python/petals/run.sh,transformers:/build/backend/python/transformers/run.sh,sentencetransformers:/build/backend/python/sentencetransformers/run.sh,rerankers:/build/backend/python/rerankers/run.sh,autogptq:/build/backend/python/autogptq/run.sh,bark:/build/backend/python/bark/run.sh,diffusers:/build/backend/python/diffusers/run.sh,exllama:/build/backend/python/exllama/run.sh,openvoice:/build/backend/python/openvoice/run.sh,vall-e-x:/build/backend/python/vall-e-x/run.sh,vllm:/build/backend/python/vllm/run.sh,mamba:/build/backend/python/mamba/run.sh,exllama2:/build/backend/python/exllama2/run.sh,transformers-musicgen:/build/backend/python/transformers-musicgen/run.sh,parler-tts:/build/backend/python/parler-tts/run.sh" -ARG GO_TAGS="stablediffusion tinydream tts" +ARG GO_TAGS="stablediffusion tinydream tts p2p" RUN apt-get update && \ apt-get install -y --no-install-recommends \ diff --git a/core/cli/cli.go b/core/cli/cli.go index 71f877b8105d..cf50180482b3 100644 --- a/core/cli/cli.go +++ b/core/cli/cli.go @@ -1,21 +1,16 @@ package cli -import "embed" - -type Context struct { - Debug bool `env:"LOCALAI_DEBUG,DEBUG" default:"false" hidden:"" help:"DEPRECATED, use --log-level=debug instead. Enable debug logging"` - LogLevel *string `env:"LOCALAI_LOG_LEVEL" enum:"error,warn,info,debug,trace" help:"Set the level of logs to output [${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 000000000000..fa93408e5a53 --- /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 5bbb60e62d95..96b7e4e7e5f1 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 6185627d6c9f..6c41f63b4540 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 1f2f779ad17f..fcd4b309b484 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 d4bd2553650a..8b54ed281118 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 000000000000..da1b0288aae1 --- /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 832b5bde3fc3..7a68a44823da 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 000000000000..70b30f4a9a0c --- /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 000000000000..02a3c3131414 --- /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 000000000000..d8706fc8fd34 --- /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 000000000000..59314aa629f0 --- /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 833fea9f8c19..c6f24e0c3e09 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 e8f0c1f224ad..50585d21068a 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= 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github.com/yuin/goldmark-emoji v1.0.2/go.mod h1:RhP/RWpexdp+KHs7ghKnifRoIs/Bq4nDS7tRbCkOwKY= github.com/yusufpapurcu/wmi v1.2.3 h1:E1ctvB7uKFMOJw3fdOW32DwGE9I7t++CRUEMKvFoFiw= github.com/yusufpapurcu/wmi v1.2.3/go.mod h1:SBZ9tNy3G9/m5Oi98Zks0QjeHVDvuK0qfxQmPyzfmi0= +go.opencensus.io v0.18.0/go.mod h1:vKdFvxhtzZ9onBp9VKHK8z/sRpBMnKAsufL7wlDrCOA= +go.opencensus.io v0.24.0 h1:y73uSU6J157QMP2kn2r30vwW1A2W2WFwSCGnAVxeaD0= +go.opencensus.io v0.24.0/go.mod h1:vNK8G9p7aAivkbmorf4v+7Hgx+Zs0yY+0fOtgBfjQKo= go.opentelemetry.io/otel v1.19.0 h1:MuS/TNf4/j4IXsZuJegVzI1cwut7Qc00344rgH7p8bs= go.opentelemetry.io/otel v1.19.0/go.mod h1:i0QyjOq3UPoTzff0PJB2N66fb4S0+rSbSB15/oyH9fY= go.opentelemetry.io/otel/exporters/prometheus v0.42.0 h1:jwV9iQdvp38fxXi8ZC+lNpxjK16MRcZlpDYvbuO1FiA= @@ -364,56 +738,135 @@ go.opentelemetry.io/otel/sdk/metric v1.19.0 h1:EJoTO5qysMsYCa+w4UghwFV/ptQgqSL/8 go.opentelemetry.io/otel/sdk/metric v1.19.0/go.mod h1:XjG0jQyFJrv2PbMvwND7LwCEhsJzCzV5210euduKcKY= 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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) +}