llama_cpp/tools/rpc/rpc-server.cpp

#if defined(_MSC_VER)
#define _SILENCE_CXX17_CODECVT_HEADER_DEPRECATION_WARNING
#endif

#include "ggml-rpc.h"
#ifdef _WIN32
#  define NOMINMAX
#  define DIRECTORY_SEPARATOR '\\'
#  include <locale>
#  include <windows.h>
#  include <fcntl.h>
#  include <io.h>
#else
#  define DIRECTORY_SEPARATOR '/'
#  include <unistd.h>
#  include <sys/stat.h>
#endif
#include <codecvt>
#include <string>
#include <stdio.h>
#include <vector>
#include <filesystem>
#include <algorithm>
#include <thread>

namespace fs = std::filesystem;

// NOTE: this is copied from common.cpp to avoid linking with libcommon
// returns true if successful, false otherwise
static bool fs_create_directory_with_parents(const std::string & path) {
#ifdef _WIN32
    std::wstring_convert<std::codecvt_utf8<wchar_t>> converter;
    std::wstring wpath = converter.from_bytes(path);

    // if the path already exists, check whether it's a directory
    const DWORD attributes = GetFileAttributesW(wpath.c_str());
    if ((attributes != INVALID_FILE_ATTRIBUTES) && (attributes & FILE_ATTRIBUTE_DIRECTORY)) {
        return true;
    }

    size_t pos_slash = 0;

    // process path from front to back, procedurally creating directories
    while ((pos_slash = path.find('\\', pos_slash)) != std::string::npos) {
        const std::wstring subpath = wpath.substr(0, pos_slash);
        const wchar_t * test = subpath.c_str();

        const bool success = CreateDirectoryW(test, NULL);
        if (!success) {
            const DWORD error = GetLastError();

            // if the path already exists, ensure that it's a directory
            if (error == ERROR_ALREADY_EXISTS) {
                const DWORD attributes = GetFileAttributesW(subpath.c_str());
                if (attributes == INVALID_FILE_ATTRIBUTES || !(attributes & FILE_ATTRIBUTE_DIRECTORY)) {
                    return false;
                }
            } else {
                return false;
            }
        }

        pos_slash += 1;
    }

    return true;
#else
    // if the path already exists, check whether it's a directory
    struct stat info;
    if (stat(path.c_str(), &info) == 0) {
        return S_ISDIR(info.st_mode);
    }

    size_t pos_slash = 1; // skip leading slashes for directory creation

    // process path from front to back, procedurally creating directories
    while ((pos_slash = path.find('/', pos_slash)) != std::string::npos) {
        const std::string subpath = path.substr(0, pos_slash);
        struct stat info;

        // if the path already exists, ensure that it's a directory
        if (stat(subpath.c_str(), &info) == 0) {
            if (!S_ISDIR(info.st_mode)) {
                return false;
            }
        } else {
            // create parent directories
            const int ret = mkdir(subpath.c_str(), 0755);
            if (ret != 0) {
                return false;
            }
        }

        pos_slash += 1;
    }

    return true;
#endif // _WIN32
}

// NOTE: this is copied from common.cpp to avoid linking with libcommon
static std::string fs_get_cache_directory() {
    std::string cache_directory = "";
    auto ensure_trailing_slash = [](std::string p) {
        // Make sure to add trailing slash
        if (p.back() != DIRECTORY_SEPARATOR) {
            p += DIRECTORY_SEPARATOR;
        }
        return p;
    };
    if (getenv("LLAMA_CACHE")) {
        cache_directory = std::getenv("LLAMA_CACHE");
    } else {
#if defined(__linux__) || defined(__FreeBSD__) || defined(_AIX)
        if (std::getenv("XDG_CACHE_HOME")) {
            cache_directory = std::getenv("XDG_CACHE_HOME");
        } else {
            cache_directory = std::getenv("HOME") + std::string("/.cache/");
        }
#elif defined(__APPLE__)
        cache_directory = std::getenv("HOME") + std::string("/Library/Caches/");
#elif defined(_WIN32)
        cache_directory = std::getenv("LOCALAPPDATA");
#else
#  error Unknown architecture
#endif
        cache_directory = ensure_trailing_slash(cache_directory);
        cache_directory += "llama.cpp";
    }
    return ensure_trailing_slash(cache_directory);
}

struct rpc_server_params {
    std::string host        = "127.0.0.1";
    int         port        = 50052;
    size_t      backend_mem = 0;
    bool        use_cache   = false;
    int         n_threads   = std::max(1U, std::thread::hardware_concurrency()/2);
    std::string device;
};

static void print_usage(int /*argc*/, char ** argv, rpc_server_params params) {
    fprintf(stderr, "Usage: %s [options]\n\n", argv[0]);
    fprintf(stderr, "options:\n");
    fprintf(stderr, "  -h, --help                show this help message and exit\n");
    fprintf(stderr, "  -t,      --threads        number of threads for the CPU backend (default: %d)\n", params.n_threads);
    fprintf(stderr, "  -d DEV,  --device         device to use\n");
    fprintf(stderr, "  -H HOST, --host HOST      host to bind to (default: %s)\n", params.host.c_str());
    fprintf(stderr, "  -p PORT, --port PORT      port to bind to (default: %d)\n", params.port);
    fprintf(stderr, "  -m MEM,  --mem MEM        backend memory size (in MB)\n");
    fprintf(stderr, "  -c,      --cache          enable local file cache\n");
    fprintf(stderr, "\n");
}

static bool rpc_server_params_parse(int argc, char ** argv, rpc_server_params & params) {
    std::string arg;
    for (int i = 1; i < argc; i++) {
        arg = argv[i];
        if (arg == "-H" || arg == "--host") {
            if (++i >= argc) {
                return false;
            }
            params.host = argv[i];
        } else if (arg == "-t" || arg == "--threads") {
            if (++i >= argc) {
                return false;
            }
            params.n_threads = std::stoi(argv[i]);
            if (params.n_threads <= 0) {
                fprintf(stderr, "error: invalid number of threads: %d\n", params.n_threads);
                return false;
            }
        } else if (arg == "-d" || arg == "--device") {
            if (++i >= argc) {
                return false;
            }
            params.device = argv[i];
            if (ggml_backend_dev_by_name(params.device.c_str()) == nullptr) {
                fprintf(stderr, "error: unknown device: %s\n", params.device.c_str());
                fprintf(stderr, "available devices:\n");
                for (size_t i = 0; i < ggml_backend_dev_count(); i++) {
                    auto * dev = ggml_backend_dev_get(i);
                    size_t free, total;
                    ggml_backend_dev_memory(dev, &free, &total);
                    printf("  %s: %s (%zu MiB, %zu MiB free)\n", ggml_backend_dev_name(dev), ggml_backend_dev_description(dev), total / 1024 / 1024, free / 1024 / 1024);
                }
                return false;
            }
        } else if (arg == "-p" || arg == "--port") {
            if (++i >= argc) {
                return false;
            }
            params.port = std::stoi(argv[i]);
            if (params.port <= 0 || params.port > 65535) {
                return false;
            }
        } else if (arg == "-c" || arg == "--cache") {
            params.use_cache = true;
        } else if (arg == "-m" || arg == "--mem") {
            if (++i >= argc) {
                return false;
            }
            params.backend_mem = std::stoul(argv[i]) * 1024 * 1024;
        } else if (arg == "-h" || arg == "--help") {
            print_usage(argc, argv, params);
            exit(0);
        } else {
            fprintf(stderr, "error: unknown argument: %s\n", arg.c_str());
            print_usage(argc, argv, params);
            exit(0);
        }
    }
    return true;
}

static ggml_backend_t create_backend(const rpc_server_params & params) {
    ggml_backend_t backend = nullptr;

    if (!params.device.empty()) {
        ggml_backend_dev_t dev = ggml_backend_dev_by_name(params.device.c_str());
        if (dev) {
            backend = ggml_backend_dev_init(dev, nullptr);
            if (!backend) {
                fprintf(stderr, "Failed to create backend for device %s\n", params.device.c_str());
                return nullptr;
            }
        }
    }

    // try to initialize a GPU backend first
    if (!backend) {
        backend = ggml_backend_init_by_type(GGML_BACKEND_DEVICE_TYPE_GPU, nullptr);
    }

    // if there aren't GPU backends fallback to CPU backend
    if (!backend) {
        backend = ggml_backend_init_by_type(GGML_BACKEND_DEVICE_TYPE_CPU, nullptr);
    }

    if (backend) {
        fprintf(stderr, "%s: using %s backend\n", __func__, ggml_backend_name(backend));

        // set the number of threads
        ggml_backend_dev_t dev = ggml_backend_get_device(backend);
        ggml_backend_reg_t reg = dev ? ggml_backend_dev_backend_reg(dev) : nullptr;
        if (reg) {
            auto ggml_backend_set_n_threads_fn = (ggml_backend_set_n_threads_t) ggml_backend_reg_get_proc_address(reg, "ggml_backend_set_n_threads");
            if (ggml_backend_set_n_threads_fn) {
                ggml_backend_set_n_threads_fn(backend, params.n_threads);
            }
        }
    }

    return backend;
}

static void get_backend_memory(ggml_backend_t backend, size_t * free_mem, size_t * total_mem) {
    ggml_backend_dev_t dev = ggml_backend_get_device(backend);
    GGML_ASSERT(dev != nullptr);
    ggml_backend_dev_memory(dev, free_mem, total_mem);
}

int main(int argc, char * argv[]) {
    ggml_backend_load_all();

    rpc_server_params params;
    if (!rpc_server_params_parse(argc, argv, params)) {
        fprintf(stderr, "Invalid parameters\n");
        return 1;
    }

    if (params.host != "127.0.0.1") {
        fprintf(stderr, "\n");
        fprintf(stderr, "!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!\n");
        fprintf(stderr, "WARNING: Host ('%s') is != '127.0.0.1'\n", params.host.c_str());
        fprintf(stderr, "         Never expose the RPC server to an open network!\n");
        fprintf(stderr, "         This is an experimental feature and is not secure!\n");
        fprintf(stderr, "!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!\n");
        fprintf(stderr, "\n");
    }

    ggml_backend_t backend = create_backend(params);
    if (!backend) {
        fprintf(stderr, "Failed to create backend\n");
        return 1;
    }
    std::string endpoint = params.host + ":" + std::to_string(params.port);
    size_t free_mem, total_mem;
    if (params.backend_mem > 0) {
        free_mem = params.backend_mem;
        total_mem = params.backend_mem;
    } else {
        get_backend_memory(backend, &free_mem, &total_mem);
    }
    const char * cache_dir = nullptr;
    std::string cache_dir_str;
    if (params.use_cache) {
        cache_dir_str = fs_get_cache_directory() + "rpc/";
        if (!fs_create_directory_with_parents(cache_dir_str)) {
            fprintf(stderr, "Failed to create cache directory: %s\n", cache_dir_str.c_str());
            return 1;
        }
        cache_dir = cache_dir_str.c_str();
    }

    ggml_backend_reg_t reg = ggml_backend_reg_by_name("RPC");
    if (!reg) {
        fprintf(stderr, "Failed to find RPC backend\n");
        return 1;
    }

    auto start_server_fn = (decltype(ggml_backend_rpc_start_server)*) ggml_backend_reg_get_proc_address(reg, "ggml_backend_rpc_start_server");
    if (!start_server_fn) {
        fprintf(stderr, "Failed to obtain RPC backend start server function\n");
        return 1;
    }

    start_server_fn(backend, endpoint.c_str(), cache_dir, free_mem, total_mem);

    ggml_backend_free(backend);
    return 0;
}