#include "server.h"

#include <boost/beast/core.hpp>

#include "http_helpers.h"
#include "model_manager.h"
#include "request_parsing.h"
#include "runtime_components.h"

#include <algorithm>
#include <atomic>
#include <sstream>
#include <utility>

namespace beast = boost::beast;
namespace http = beast::http;

static std::atomic<uint64_t> g_req_id{1};

static std::string build_sse_event(const json &payload) {
    return "data: " + payload.dump() + "\n\n";
}

static std::string extract_chat_text(const json &completion) {
    if (!completion.is_object()) return "";
    if (!completion.contains("choices") || !completion["choices"].is_array() || completion["choices"].empty()) {
        return "";
    }
    const auto &choice = completion["choices"][0];
    if (!choice.is_object()) return "";
    if (choice.contains("message") && choice["message"].is_object()) {
        const auto &message = choice["message"];
        if (message.contains("content") && message["content"].is_string()) {
            return message["content"].get<std::string>();
        }
    }
    if (choice.contains("text") && choice["text"].is_string()) {
        return choice["text"].get<std::string>();
    }
    return "";
}

static json completion_payload_to_chat_payload(const json &payload, const LimitsConfig &limits) {
    json chat_payload = json::object();
    chat_payload["messages"] = json::array();

    if (payload.contains("prompt")) {
        if (payload["prompt"].is_string()) {
            chat_payload["messages"].push_back({
                {"role", "user"},
                {"content", payload["prompt"].get<std::string>()}
            });
        } else if (payload["prompt"].is_array()) {
            std::string joined_prompt;
            bool first = true;
            for (const auto &item : payload["prompt"]) {
                if (!item.is_string()) continue;
                if (!first) joined_prompt += "\n";
                joined_prompt += item.get<std::string>();
                first = false;
            }
            chat_payload["messages"].push_back({
                {"role", "user"},
                {"content", joined_prompt}
            });
        }
    }

    int normalized_max_tokens = limits.default_max_tokens;
    if (payload.contains("n_predict") && payload["n_predict"].is_number_integer()) {
        normalized_max_tokens = payload["n_predict"].get<int>();
    } else if (payload.contains("max_tokens") && payload["max_tokens"].is_number_integer()) {
        normalized_max_tokens = payload["max_tokens"].get<int>();
    }
    if (normalized_max_tokens <= 0) {
        normalized_max_tokens = limits.default_max_tokens;
    }
    chat_payload["max_tokens"] = normalized_max_tokens;

    if (chat_payload["messages"].empty()) {
        chat_payload["messages"].push_back({
            {"role", "user"},
            {"content", ""}
        });
    }

    if (payload.contains("temperature")) chat_payload["temperature"] = payload["temperature"];
    if (payload.contains("top_p")) chat_payload["top_p"] = payload["top_p"];
    if (payload.contains("top_k")) chat_payload["top_k"] = payload["top_k"];
    if (payload.contains("stop")) chat_payload["stop"] = payload["stop"];
    if (payload.contains("stream")) chat_payload["stream"] = payload["stream"];
    return chat_payload;
}

static std::string build_completion_compat_response(const std::string &completion_body) {
    json completion = json::parse(completion_body, nullptr, false);
    if (completion.is_discarded() || !completion.is_object()) {
        return completion_body;
    }

    json out = {
        {"content", extract_chat_text(completion)}
    };

    if (completion.contains("stop")) out["stop"] = completion["stop"];
    if (completion.contains("stopped_eos")) out["stopped_eos"] = completion["stopped_eos"];
    if (completion.contains("stopped_limit")) out["stopped_limit"] = completion["stopped_limit"];
    if (completion.contains("tokens_predicted")) out["tokens_predicted"] = completion["tokens_predicted"];
    if (completion.contains("tokens_evaluated")) out["tokens_evaluated"] = completion["tokens_evaluated"];
    if (completion.contains("timings")) out["timings"] = completion["timings"];

    // Map OpenAI usage fields to native llama.cpp field names if not already set
    if (completion.contains("usage") && completion["usage"].is_object()) {
        const auto &usage = completion["usage"];
        if (!out.contains("tokens_predicted") && usage.contains("completion_tokens"))
            out["tokens_predicted"] = usage["completion_tokens"];
        if (!out.contains("tokens_evaluated") && usage.contains("prompt_tokens"))
            out["tokens_evaluated"] = usage["prompt_tokens"];
    }

    return out.dump();
}

// Emits native llama.cpp SSE format for the /completion + stream=true case.
// The web UI expects {"content":"...","stop":false} chunks followed by a final
// stop=true chunk that includes timings so it can display generation stats.
static std::string build_completion_buffered_stream_response(const std::string &completion_body) {
    json completion = json::parse(completion_body, nullptr, false);
    if (completion.is_discarded() || !completion.is_object()) {
        return "data: [DONE]\n\n";
    }

    const std::string assistant_content = extract_chat_text(completion);
    std::ostringstream oss;

    if (!assistant_content.empty()) {
        oss << "data: " << json({{"content", assistant_content}, {"stop", false}}).dump() << "\n\n";
    }

    // Final event — includes timings and token counts so the UI can render stats
    json final_event = {{"content", ""}, {"stop", true}};

    if (completion.contains("timings"))
        final_event["timings"] = completion["timings"];

    if (completion.contains("usage") && completion["usage"].is_object()) {
        const auto &usage = completion["usage"];
        if (usage.contains("completion_tokens")) final_event["tokens_predicted"] = usage["completion_tokens"];
        if (usage.contains("prompt_tokens"))     final_event["tokens_evaluated"] = usage["prompt_tokens"];
    }
    if (completion.contains("tokens_predicted")) final_event["tokens_predicted"] = completion["tokens_predicted"];
    if (completion.contains("tokens_evaluated")) final_event["tokens_evaluated"] = completion["tokens_evaluated"];

    if (completion.contains("choices") && completion["choices"].is_array() && !completion["choices"].empty()) {
        const auto &choice = completion["choices"][0];
        if (choice.contains("finish_reason") && choice["finish_reason"].is_string()) {
            const std::string reason = choice["finish_reason"].get<std::string>();
            if (reason == "stop")   final_event["stop_type"] = "eos";
            else if (reason == "length") final_event["stop_type"] = "limit";
        }
    }

    oss << "data: " << final_event.dump() << "\n\n";
    return oss.str();
}

static std::string build_buffered_stream_response(const std::string &completion_body) {
    json completion = json::parse(completion_body, nullptr, false);
    if (completion.is_discarded() || !completion.is_object()) {
        return "data: [DONE]\n\n";
    }

    const std::string id = completion.value("id", "chatcmpl-buffered");
    const std::string model = completion.value("model", "");
    const auto created = completion.value("created", 0);

    const std::string assistant_content = extract_chat_text(completion);

    std::ostringstream oss;
    oss << build_sse_event({
        {"id", id},
        {"object", "chat.completion.chunk"},
        {"created", created},
        {"model", model},
        {"choices", json::array({
            {
                {"index", 0},
                {"delta", {{"role", "assistant"}}},
                {"finish_reason", nullptr}
            }
        })}
    });

    if (!assistant_content.empty()) {
        oss << build_sse_event({
            {"id", id},
            {"object", "chat.completion.chunk"},
            {"created", created},
            {"model", model},
            {"choices", json::array({
                {
                    {"index", 0},
                    {"delta", {{"content", assistant_content}}},
                    {"finish_reason", nullptr}
                }
            })}
        });
    }

    // Final chunk: include usage and timings so the web UI can display generation stats
    json final_chunk = {
        {"id", id},
        {"object", "chat.completion.chunk"},
        {"created", created},
        {"model", model},
        {"choices", json::array({
            {
                {"index", 0},
                {"delta", json::object()},
                {"finish_reason", "stop"}
            }
        })}
    };
    if (completion.contains("usage"))   final_chunk["usage"]   = completion["usage"];
    if (completion.contains("timings")) final_chunk["timings"] = completion["timings"];
    oss << build_sse_event(final_chunk);
    oss << "data: [DONE]\n\n";
    return oss.str();
}

http::response<http::string_body> handle_request(
    ModelManager &manager,
    const ManagerConfig &config,
    const ApiKeyAuth &auth,
    RateLimiterStore &rate_limiter,
    RequestRegistry &registry,
    MetricsRegistry &metrics,
    Scheduler &scheduler,
    http::request<http::string_body> &&req) {
    const auto start = std::chrono::steady_clock::now();
    const auto req_id_num = g_req_id.fetch_add(1);
    const std::string request_id = std::to_string(req_id_num);
    const std::string target = req.target().to_string();
    const std::string method = req.method_string().to_string();
    const std::string path = target.substr(0, target.find('?'));
    auto authenticated = std::optional<ApiKeyRecord>{};

    metrics.inc_requests_total();
    metrics.inc_requests_inflight();
    struct InflightGuard {
        MetricsRegistry &metrics;
        ~InflightGuard() { metrics.dec_requests_inflight(); }
    } inflight_guard{metrics};

    log_line("request_id=" + request_id + " method=" + method + " path=" + target);
    if (!req.body().empty()) {
        log_line("request_id=" + request_id + " body=" + truncate_body(req.body()));
    }

    auto json_response = [&](http::status status, const json &obj) {
        json payload = obj;
        payload["request_id"] = request_id;
        // llama.cpp web UI expects {"error":{"code":N,"message":"..."}} for both
        // /v1/chat/completions and /completion. Our generic errors use {"error":"string"}
        // — rewrap so the popup shows the text.
        if ((path == "/v1/chat/completions" || path == "/completion") &&
            payload.contains("error") && payload["error"].is_string()) {
            payload["error"] = {
                {"code",    static_cast<int>(status)},
                {"message", payload["error"].get<std::string>()},
                {"type",    "server_error"}
            };
        }
        http::response<http::string_body> res{status, req.version()};
        res.set(http::field::content_type, "application/json");
        res.set(http::field::server, "llm-manager");
        res.set("X-Request-Id", request_id);
        res.keep_alive(req.keep_alive());
        res.body() = payload.dump();
        res.prepare_payload();
        auto elapsed_ms = std::chrono::duration_cast<std::chrono::milliseconds>(
            std::chrono::steady_clock::now() - start).count();
        metrics.observe_request_latency_ms(elapsed_ms);
        std::string log_message = "request_id=" + request_id +
                                  " status=" + std::to_string(res.result_int()) +
                                  " elapsed_ms=" + std::to_string(elapsed_ms);
        if (res.result_int() >= 400) {
            log_message += " error_body=" + truncate_body(res.body());
        }
        log_line(log_message);
        return res;
    };

    auto json_response_with_retry_after = [&](http::status status, const json &obj, int retry_after_sec) {
        auto res = json_response(status, obj);
        res.set(http::field::retry_after, std::to_string(std::max(1, retry_after_sec)));
        return res;
    };

    auto ensure_authenticated = [&](Role minimum_role) -> std::optional<http::response<http::string_body>> {
        std::string auth_error;
        authenticated = auth.authenticate(req, auth_error);
        if (!authenticated) {
            return json_response(http::status::unauthorized, {{"error", auth_error}});
        }
        if (minimum_role == Role::ADMIN && authenticated->role != Role::ADMIN) {
            return json_response(http::status::forbidden, {{"error", "Admin role required"}});
        }
        log_line("request_id=" + request_id +
                 " api_key_id=" + authenticated->key_id +
                 " role=" + role_to_string(authenticated->role));
        return std::nullopt;
    };

    try {
        if (path == "/health" && req.method() == http::verb::get) {
            return json_response(http::status::ok, manager.models_view());
        }

        if (path == "/models" && req.method() == http::verb::get) {
            return json_response(http::status::ok, manager.models_view());
        }

        if (path == "/queue/metrics" && req.method() == http::verb::get) {
            http::response<http::string_body> res{http::status::ok, req.version()};
            res.set(http::field::content_type, "text/plain; version=0.0.4; charset=utf-8");
            res.set(http::field::server, "llm-manager");
            res.set("X-Request-Id", request_id);
            res.keep_alive(req.keep_alive());
            res.body() = metrics.render_prometheus(scheduler.snapshot(), manager);
            res.prepare_payload();
            auto elapsed_ms = std::chrono::duration_cast<std::chrono::milliseconds>(
                std::chrono::steady_clock::now() - start).count();
            metrics.observe_request_latency_ms(elapsed_ms);
            log_line("request_id=" + request_id + " status=" + std::to_string(res.result_int()) +
                     " elapsed_ms=" + std::to_string(elapsed_ms));
            return res;
        }

        if (path == "/switch-model" && req.method() == http::verb::post) {
            if (auto auth_res = ensure_authenticated(Role::ADMIN)) return *auth_res;
            json j = json::parse(req.body(), nullptr, false);
            if (j.is_discarded()) {
                return json_response(http::status::bad_request, {{"error", "Invalid JSON"}});
            }
            std::string model;
            if (j.contains("model_name")) model = j["model_name"].get<std::string>();
            if (j.contains("model")) model = j["model"].get<std::string>();
            if (model.empty()) {
                return json_response(http::status::bad_request, {{"error", "Expected 'model' or 'model_name'"}});
            }

            std::string err;
            bool ok = manager.switch_model(model, err);
            if (!ok) {
                auto status = (err == "Switch already in progress")
                    ? http::status::conflict
                    : http::status::internal_server_error;
                return json_response(status, {{"status", "error"}, {"error", err}});
            }
            auto state = manager.models_view();
            state["message"] = "Switched model successfully";
            metrics.inc_switch_total();
            return json_response(http::status::ok, state);
        }

        if (path == "/stop" && req.method() == http::verb::post) {
            if (auto auth_res = ensure_authenticated(Role::ADMIN)) return *auth_res;
            const auto cancelled = registry.cancel_all();
            metrics.add_cancellations_total(cancelled.size());
            std::string err;
            bool ok = manager.restart_active(err);
            if (!ok) {
                http::status status = http::status::internal_server_error;
                if (err == "Switch already in progress") status = http::status::conflict;
                else if (err == "No active model") status = http::status::service_unavailable;
                return json_response(status, {{"status", "error"}, {"error", err}});
            }
            auto state = manager.models_view();
            state["message"] = "Stopped in-flight prompts and restarted model";
            metrics.inc_worker_restarts_total();
            return json_response(http::status::ok, state);
        }

        if (req.method() == http::verb::post) {
            if (auto cancel_id = extract_cancel_request_id(path)) {
                if (auto auth_res = ensure_authenticated(Role::USER)) return *auth_res;
                auto ctx = registry.find(*cancel_id);
                if (!ctx) {
                    return json_response(http::status::not_found, {{"error", "Unknown request id"}});
                }
                if (authenticated->role != Role::ADMIN && authenticated->key_id != ctx->api_key_id) {
                    return json_response(http::status::forbidden, {{"error", "Cannot cancel another API key request"}});
                }

                const auto previous_state = ctx->state.load();
                registry.cancel_request(*cancel_id);
                metrics.add_cancellations_total();
                std::string restart_error;
                bool restarted = true;
                if (previous_state == RequestState::RUNNING) {
                    restarted = manager.restart_active(restart_error);
                    if (restarted) metrics.inc_worker_restarts_total();
                }

                json payload = {
                    {"cancelled_request_id", *cancel_id},
                    {"state", state_to_string(ctx->state.load())}
                };
                if (!restarted) payload["restart_error"] = restart_error;
                return json_response(http::status::ok, payload);
            }
        }

        if ((path == "/v1/chat/completions" || path == "/completion") && req.method() == http::verb::post) {
            if (auto auth_res = ensure_authenticated(Role::USER)) return *auth_res;
            json payload = json::parse(req.body(), nullptr, false);
            if (payload.is_discarded()) {
                return json_response(http::status::bad_request, {{"error", "Invalid JSON"}});
            }
            const bool completion_compat_mode = path == "/completion";
            if (completion_compat_mode) {
                payload = completion_payload_to_chat_payload(payload, config.limits);
            }
            const bool stream_requested = request_stream_enabled(payload);
            if (stream_requested) {
                payload["stream"] = false;
                log_line("request_id=" + request_id +
                         " stream_requested=true mode=buffered_sse_fallback");
            }
            if (completion_compat_mode) {
                log_line("request_id=" + request_id + " completion_compat_mode=true");
            }

            std::string token_error;
            auto estimate = estimate_chat_tokens(payload, config.limits, token_error);
            if (!estimate) {
                return json_response(http::status::bad_request, {{"error", token_error}});
            }
            log_line("request_id=" + request_id +
                     " prompt_tokens=" + std::to_string(estimate->prompt_tokens) +
                     " max_tokens=" + std::to_string(estimate->requested_max_tokens) +
                     " estimated_total_tokens=" + std::to_string(estimate->estimated_total_tokens));

            auto rate_limit_decision = rate_limiter.allow(authenticated->key_id, estimate->estimated_total_tokens);
            if (!rate_limit_decision.allowed) {
                metrics.inc_rate_limited_total();
                return json_response_with_retry_after(
                    http::status::too_many_requests,
                    {{"error", rate_limit_decision.error}},
                    rate_limit_decision.retry_after_sec);
            }

            const std::string upstream_request_body = payload.dump();
            auto ctx = registry.create(request_id, *authenticated, *estimate, upstream_request_body);
            if (!scheduler.try_enqueue(ctx)) {
                ctx->cancelled.store(true);
                registry.complete(ctx, RequestState::CANCELLED, {503, R"({"error":"Queue full"})"});
                metrics.inc_queue_rejected_total();
                return json_response_with_retry_after(
                    http::status::service_unavailable,
                    {{"error", "Queue full"}},
                    scheduler.retry_after_sec());
            }

            std::unique_lock<std::mutex> lock(ctx->mu);
            const bool finished = ctx->cv.wait_for(
                lock,
                std::chrono::seconds(std::max(1, config.limits.request_timeout_sec)),
                [&]() { return ctx->completed; });
            if (!finished) {
                lock.unlock();
                registry.cancel_request(request_id);
                metrics.add_cancellations_total();
                std::string restart_error;
                bool restarted = true;
                if (ctx->state.load() == RequestState::RUNNING) {
                    restarted = manager.restart_active(restart_error);
                    if (restarted) metrics.inc_worker_restarts_total();
                }
                json timeout_payload = {
                    {"error", "Request timed out"},
                    {"state", state_to_string(ctx->state.load())}
                };
                if (!restarted) timeout_payload["restart_error"] = restart_error;
                return json_response(http::status::gateway_timeout, timeout_payload);
            }

            const auto final_state = ctx->state.load();
            RequestResult result = ctx->result;
            lock.unlock();

            if (final_state == RequestState::CANCELLED) {
                return json_response(http::status::ok, {{"status", "cancelled"}});
            }

            http::response<http::string_body> res{
                static_cast<http::status>(result.status), req.version()};
            if (stream_requested && completion_compat_mode && result.status >= 200 && result.status < 300) {
                result.body = build_completion_buffered_stream_response(result.body);
                result.content_type = "text/event-stream; charset=utf-8";
            } else if (stream_requested && result.status >= 200 && result.status < 300) {
                result.body = build_buffered_stream_response(result.body);
                result.content_type = "text/event-stream; charset=utf-8";
            } else if (completion_compat_mode && result.status >= 200 && result.status < 300) {
                result.body = build_completion_compat_response(result.body);
                result.content_type = "application/json";
            }
            res.set(http::field::content_type, result.content_type);
            res.set(http::field::server, "llm-manager");
            res.set("X-Request-Id", request_id);
            res.keep_alive(req.keep_alive());
            res.body() = result.body;
            res.prepare_payload();
            auto elapsed_ms = std::chrono::duration_cast<std::chrono::milliseconds>(
                std::chrono::steady_clock::now() - start).count();
            metrics.observe_request_latency_ms(elapsed_ms);
            log_line("request_id=" + request_id +
                     " final_state=" + state_to_string(final_state) +
                     " upstream_status=" + std::to_string(result.status) +
                     " elapsed_ms=" + std::to_string(elapsed_ms));
            if (result.status >= 400) {
                log_line("request_id=" + request_id +
                         " upstream_error_body=" + truncate_body(result.body));
            }
            return res;
        }

        if (req.method() == http::verb::get) {
            auto worker = manager.active_worker();
            if (!worker) {
                return json_response(http::status::service_unavailable, {{"error", "No active model"}});
            }
            auto upstream = forward_get_to_worker(*worker, target);
            http::response<http::string_body> res{
                static_cast<http::status>(upstream.status), req.version()};
            res.set(http::field::content_type, upstream.content_type);
            if (!upstream.content_encoding.empty()) {
                res.set(http::field::content_encoding, upstream.content_encoding);
            }
            res.set(http::field::server, "llm-manager");
            res.set("X-Request-Id", request_id);
            res.keep_alive(req.keep_alive());
            res.body() = upstream.body;
            res.prepare_payload();
            auto elapsed_ms = std::chrono::duration_cast<std::chrono::milliseconds>(
                std::chrono::steady_clock::now() - start).count();
            log_line("request_id=" + request_id +
                     " proxied_get model=" + worker->model +
                     " upstream_status=" + std::to_string(upstream.status) +
                     " elapsed_ms=" + std::to_string(elapsed_ms));
            if (upstream.status >= 400) {
                log_line("request_id=" + request_id +
                         " proxied_get_error_body=" + truncate_body(upstream.body));
            }
            return res;
        }

        return json_response(http::status::not_found, {{"error", "Not found"}});
    } catch (const std::exception &e) {
        log_line("request_id=" + request_id + " exception=" + std::string(e.what()));
        return json_response(http::status::internal_server_error, {{"error", e.what()}});
    } catch (...) {
        log_line("request_id=" + request_id + " exception=unknown");
        return json_response(http::status::internal_server_error, {{"error", "Unknown exception"}});
    }
}

void do_session(
    boost::asio::ip::tcp::socket socket,
    ModelManager &manager,
    const ManagerConfig &config,
    const ApiKeyAuth &auth,
    RateLimiterStore &rate_limiter,
    RequestRegistry &registry,
    MetricsRegistry &metrics,
    Scheduler &scheduler) {
    try {
        beast::flat_buffer buffer;
        http::request<http::string_body> req;
        http::read(socket, buffer, req);
        auto res = handle_request(manager, config, auth, rate_limiter, registry, metrics, scheduler, std::move(req));
        http::write(socket, res);
        beast::error_code ec;
        socket.shutdown(boost::asio::ip::tcp::socket::shutdown_send, ec);
    } catch (const std::exception &e) {
        log_line("session_exception=" + std::string(e.what()));
    } catch (...) {
        log_line("session_exception=unknown");
    }
}