package com.zy.ai.service;

import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
import com.zy.ai.entity.ChatCompletionRequest;
import com.zy.ai.entity.LlmRouteConfig;
import lombok.RequiredArgsConstructor;
import lombok.extern.slf4j.Slf4j;
import org.springframework.stereotype.Service;

import java.util.ArrayList;
import java.util.Comparator;
import java.util.Collections;
import java.util.Date;
import java.util.HashMap;
import java.util.List;
import java.util.Map;

@Slf4j
@Service
@RequiredArgsConstructor
public class LlmRoutingService {

    private static final long CACHE_TTL_MS = 3000L;

    private final LlmRouteConfigService llmRouteConfigService;
    private final LlmSpringAiClientService llmSpringAiClientService;

    private volatile List<LlmRouteConfig> allRouteCache = Collections.emptyList();
    private volatile long cacheExpireAt = 0L;
    private static final Comparator<LlmRouteConfig> ROUTE_ORDER = (a, b) -> {
        int pa = a == null || a.getPriority() == null ? Integer.MAX_VALUE : a.getPriority();
        int pb = b == null || b.getPriority() == null ? Integer.MAX_VALUE : b.getPriority();
        if (pa != pb) return Integer.compare(pa, pb);
        long ia = a == null || a.getId() == null ? Long.MAX_VALUE : a.getId();
        long ib = b == null || b.getId() == null ? Long.MAX_VALUE : b.getId();
        return Long.compare(ia, ib);
    };

    public void evictCache() {
        cacheExpireAt = 0L;
    }

    public List<LlmRouteConfig> listAllOrdered() {
        return new ArrayList<>(loadAllRoutes());
    }

    public List<LlmRouteConfig> listAvailableRoutes() {
        Date now = new Date();
        List<LlmRouteConfig> result = new ArrayList<>();
        List<LlmRouteConfig> coolingRoutes = new ArrayList<>();
        int total = 0;
        int disabled = 0;
        int invalid = 0;
        for (LlmRouteConfig c : loadAllRoutes()) {
            total++;
            if (!isEnabled(c)) {
                disabled++;
                continue;
            }
            if (isBlank(c.getBaseUrl()) || isBlank(c.getApiKey()) || isBlank(c.getModel())) {
                invalid++;
                continue;
            }
            if (isCooling(c, now)) {
                coolingRoutes.add(c);
                continue;
            }
            result.add(c);
        }
        if (result.isEmpty() && !coolingRoutes.isEmpty()) {
            // 避免所有路由都处于冷却时系统完全不可用，降级允许使用冷却路由
            coolingRoutes.sort(ROUTE_ORDER);
            log.warn("LLM 路由均处于冷却，降级启用冷却路由。cooling={}, total={}", coolingRoutes.size(), total);
            return coolingRoutes;
        }
        result.sort(ROUTE_ORDER);
        if (result.isEmpty()) {
            log.warn("未找到可用 LLM 路由。total={}, disabled={}, invalid={}", total, disabled, invalid);
        }
        return result;
    }

    public void markSuccess(Long routeId) {
        if (routeId == null) return;
        try {
            LlmRouteConfig db = llmRouteConfigService.getById(routeId);
            if (db == null) return;
            db.setSuccessCount(nvl(db.getSuccessCount()) + 1);
            db.setConsecutiveFailCount(0);
            db.setLastUsedTime(new Date());
            db.setUpdateTime(new Date());
            llmRouteConfigService.updateById(db);
            evictCache();
        } catch (Exception e) {
            log.warn("更新路由成功状态失败, routeId={}", routeId, e);
        }
    }

    public void markFailure(Long routeId, String errorText, boolean enterCooldown, Integer cooldownSeconds) {
        if (routeId == null) return;
        try {
            LlmRouteConfig db = llmRouteConfigService.getById(routeId);
            if (db == null) return;
            Date now = new Date();
            db.setFailCount(nvl(db.getFailCount()) + 1);
            db.setConsecutiveFailCount(nvl(db.getConsecutiveFailCount()) + 1);
            db.setLastFailTime(now);
            db.setLastError(trimError(errorText));
            if (enterCooldown) {
                int sec = cooldownSeconds != null && cooldownSeconds > 0
                        ? cooldownSeconds
                        : defaultCooldown(db.getCooldownSeconds());
                db.setCooldownUntil(new Date(now.getTime() + sec * 1000L));
            }
            db.setUpdateTime(now);
            llmRouteConfigService.updateById(db);
            evictCache();
        } catch (Exception e) {
            log.warn("更新路由失败状态失败, routeId={}", routeId, e);
        }
    }

    private int defaultCooldown(Integer sec) {
        return sec == null || sec <= 0 ? 300 : sec;
    }

    private String trimError(String err) {
        if (err == null) return null;
        String x = err.replace("\n", " ").replace("\r", " ");
        return x.length() > 500 ? x.substring(0, 500) : x;
    }

    private Integer nvl(Integer x) {
        return x == null ? 0 : x;
    }

    private boolean isEnabled(LlmRouteConfig c) {
        return c != null && c.getStatus() != null && c.getStatus() == 1;
    }

    private boolean isCooling(LlmRouteConfig c, Date now) {
        return c != null && c.getCooldownUntil() != null && c.getCooldownUntil().after(now);
    }

    private List<LlmRouteConfig> loadAllRoutes() {
        long now = System.currentTimeMillis();
        if (now < cacheExpireAt && allRouteCache != null) {
            return allRouteCache;
        }
        synchronized (this) {
            now = System.currentTimeMillis();
            if (now < cacheExpireAt && allRouteCache != null) {
                return allRouteCache;
            }
            QueryWrapper<LlmRouteConfig> wrapper = new QueryWrapper<>();
            wrapper.orderBy(true, true, "priority").orderBy(true, true, "id");
            List<LlmRouteConfig> list = llmRouteConfigService.list(wrapper);
            if (list == null) {
                allRouteCache = Collections.emptyList();
            } else {
                list.sort(ROUTE_ORDER);
                allRouteCache = list;
            }
            cacheExpireAt = System.currentTimeMillis() + CACHE_TTL_MS;
            return allRouteCache;
        }
    }

    private String safe(String s) {
        return s == null ? "" : s.trim();
    }

    private boolean isBlank(String s) {
        return s == null || s.trim().isEmpty();
    }

    public LlmRouteConfig fillAndNormalize(LlmRouteConfig cfg, boolean isCreate) {
        Date now = new Date();
        if (isBlank(cfg.getName())) {
            cfg.setName("LLM_ROUTE_" + now.getTime());
        }
        if (cfg.getThinking() == null) {
            cfg.setThinking((short) 0);
        }
        if (cfg.getPriority() == null) {
            cfg.setPriority(100);
        }
        if (cfg.getStatus() == null) {
            cfg.setStatus((short) 1);
        }
        if (cfg.getSwitchOnQuota() == null) {
            cfg.setSwitchOnQuota((short) 1);
        }
        if (cfg.getSwitchOnError() == null) {
            cfg.setSwitchOnError((short) 1);
        }
        if (cfg.getCooldownSeconds() == null || cfg.getCooldownSeconds() < 0) {
            cfg.setCooldownSeconds(300);
        }
        if (cfg.getFailCount() == null) {
            cfg.setFailCount(0);
        }
        if (cfg.getSuccessCount() == null) {
            cfg.setSuccessCount(0);
        }
        if (cfg.getConsecutiveFailCount() == null) {
            cfg.setConsecutiveFailCount(0);
        }
        if (isCreate) {
            cfg.setCreateTime(now);
        }
        cfg.setUpdateTime(now);
        return cfg;
    }

    public Map<String, Object> testRoute(LlmRouteConfig cfg) {
        HashMap<String, Object> result = new HashMap<>();
        long start = System.currentTimeMillis();
        try {
            TestHttpResult raw = testJavaRoute(cfg);
            fillTestResult(result, raw, start);
        } catch (Exception e) {
            result.put("ok", false);
            result.put("statusCode", -1);
            result.put("latencyMs", System.currentTimeMillis() - start);
            result.put("message", "测试异常: " + safe(e.getMessage()));
            result.put("responseSnippet", "");
        }
        return result;
    }

    private void fillTestResult(HashMap<String, Object> result, TestHttpResult raw, long start) {
        boolean ok = raw.statusCode >= 200 && raw.statusCode < 300;
        result.put("ok", ok);
        result.put("statusCode", raw.statusCode);
        result.put("latencyMs", System.currentTimeMillis() - start);
        result.put("message", ok ? "测试成功" : "测试失败");
        result.put("responseSnippet", trimBody(raw.body));
    }

    private TestHttpResult testJavaRoute(LlmRouteConfig cfg) {
        ChatCompletionRequest req = new ChatCompletionRequest();
        req.setModel(cfg.getModel());
        List<ChatCompletionRequest.Message> messages = new ArrayList<>();
        ChatCompletionRequest.Message msg = new ChatCompletionRequest.Message();
        msg.setRole("user");
        msg.setContent("ping");
        messages.add(msg);
        req.setMessages(messages);
        req.setStream(false);
        req.setMax_tokens(8);
        req.setTemperature(0D);
        if (cfg.getThinking() != null && cfg.getThinking() == 1) {
            ChatCompletionRequest.Thinking thinking = new ChatCompletionRequest.Thinking();
            thinking.setType("enable");
            req.setThinking(thinking);
        }
        try {
            LlmSpringAiClientService.CompletionCallResult result =
                    llmSpringAiClientService.callCompletion(cfg.getBaseUrl(), cfg.getApiKey(), req);
            return new TestHttpResult(result.getStatusCode(), result.getPayload());
        } catch (Throwable ex) {
            Integer statusCode = llmSpringAiClientService.statusCodeOf(ex);
            String body = llmSpringAiClientService.responseBodyOf(ex, 300);
            return new TestHttpResult(statusCode == null ? -1 : statusCode, safe(body != null ? body : ex.getMessage()));
        }
    }

    private String trimBody(String body) {
        String x = safe(body).replace("\r", " ").replace("\n", " ");
        return x.length() > 300 ? x.substring(0, 300) : x;
    }

    private static class TestHttpResult {
        private final int statusCode;
        private final String body;

        private TestHttpResult(int statusCode, String body) {
            this.statusCode = statusCode;
            this.body = body;
        }
    }
}