feat(okxNewPrice): 集成技术指标策略进行交易决策

Administrator

2025-12-22 ef4d825abf5562163065b6e422b9a7099a3eec4b

 src/main/java/com/xcong/excoin/modules/okxNewPrice/celue/CaoZuoServiceImpl.java

@@ -1,14 +1,18 @@
package com.xcong.excoin.modules.okxNewPrice.celue;

import cn.hutool.core.util.ObjectUtil;
import cn.hutool.core.util.StrUtil;
import com.xcong.excoin.modules.okxNewPrice.okxWs.AccountWs;
import com.xcong.excoin.modules.okxNewPrice.okxWs.InstrumentsWs;
import com.xcong.excoin.modules.okxNewPrice.okxWs.PositionsWs;
import com.xcong.excoin.modules.okxNewPrice.okxWs.TradeOrderWs;
import com.xcong.excoin.modules.okxNewPrice.indicator.strategy.CoreTechnicalStrategy;
import com.xcong.excoin.modules.okxNewPrice.indicator.strategy.TechnicalIndicatorStrategy;
import com.xcong.excoin.modules.okxNewPrice.okxWs.*;
import com.xcong.excoin.modules.okxNewPrice.okxWs.enums.CoinEnums;
import com.xcong.excoin.modules.okxNewPrice.okxWs.enums.OrderParamEnums;
import com.xcong.excoin.modules.okxNewPrice.wangge.WangGeQueue;
import com.xcong.excoin.modules.okxNewPrice.wangge.WangGeService;
import com.xcong.excoin.modules.okxNewPrice.okxWs.param.TradeRequestParam;
import com.xcong.excoin.modules.okxNewPrice.okxWs.wanggeList.WangGeListEnum;
import com.xcong.excoin.modules.okxNewPrice.okxWs.wanggeList.WangGeListQueue;
import com.xcong.excoin.modules.okxNewPrice.okxWs.wanggeList.WangGeListService;
import com.xcong.excoin.modules.okxNewPrice.utils.WsMapBuild;
import com.xcong.excoin.modules.okxNewPrice.utils.WsParamBuild;
import com.xcong.excoin.rabbit.pricequeue.AscBigDecimal;
import com.xcong.excoin.rabbit.pricequeue.DescBigDecimal;
import com.xcong.excoin.utils.RedisUtils;
@@ -17,6 +21,8 @@
import org.springframework.stereotype.Service;

import java.math.BigDecimal;
import java.math.RoundingMode;
import java.util.Map;
import java.util.concurrent.PriorityBlockingQueue;

/**
@@ -30,198 +36,408 @@
@RequiredArgsConstructor
public class CaoZuoServiceImpl implements CaoZuoService {

    private final WangGeListService wangGeListService;
    private final RedisUtils redisUtils;
    private final WangGeService wangGeService;


    // 构造Redis键名
    final String coinCode = CoinEnums.HE_YUE.getCode();
    final String instrumentsStateKey = InstrumentsWs.INSTRUMENTSWS_CHANNEL + ":" + coinCode + ":state";
    final String instrumentsOutKey = InstrumentsWs.INSTRUMENTSWS_CHANNEL+":" + coinCode+":out";
    final String positionsMarkPxKey = PositionsWs.POSITIONSWS_CHANNEL + ":" + coinCode + ":markPx";
    final String positionsAvgPxKey = PositionsWs.POSITIONSWS_CHANNEL + ":" + coinCode + ":avgPx";
    final String positionsOrderPriceKey = PositionsWs.POSITIONSWS_CHANNEL + ":" + coinCode + ":orderPrice";
    final String positionsUplKey = PositionsWs.POSITIONSWS_CHANNEL + ":" + coinCode + ":upl";
    final String positionsRealizedPnlKey = PositionsWs.POSITIONSWS_CHANNEL + ":" + coinCode + ":realizedPnl";
    final String positionsImrKey = PositionsWs.POSITIONSWS_CHANNEL + ":" + coinCode + ":imr";
    final String positionsPosKey = PositionsWs.POSITIONSWS_CHANNEL + ":" + coinCode + ":pos";
    private final TechnicalIndicatorStrategy technicalIndicatorStrategy;

    /**
     * 执行主要的操作逻辑，包括读取合约状态、获取市场价格信息，
     * 并根据当前持仓均价和标记价格决定是否执行买卖操作。
     *
     * @return 返回操作类型字符串（如买入BUY、卖出SELL等）
     * @return 返回操作类型字符串（如买入BUY、卖出SELL等），如果无有效操作则返回null
     */
    @Override
    public String caoZuo() {
        log.info("开始执行操作CaoZuoServiceImpl......");
        String outStr = (String) redisUtils.get(instrumentsOutKey);
    public TradeRequestParam caoZuoHandler(String accountName, String markPx, String posSide) {
        TradeRequestParam tradeRequestParam = new TradeRequestParam();
        tradeRequestParam.setAccountName(accountName);
        tradeRequestParam.setMarkPx(markPx);
        tradeRequestParam.setInstId(CoinEnums.HE_YUE.getCode());
        tradeRequestParam.setTdMode(CoinEnums.CROSS.getCode());
        tradeRequestParam.setPosSide(posSide);
        tradeRequestParam.setOrdType(CoinEnums.ORDTYPE_MARKET.getCode());

        log.info("操作账户：{}，当前价格: {},仓位方向: {}", accountName,markPx,posSide);
        /**
         * 准备工作
         * 1、准备好下单的基本信息
         */
        // 系统设置的开关，等于冷静中，则代表不开仓
        String outStr = InstrumentsWs.getAccountMap(accountName).get(CoinEnums.OUT.name());
        if (OrderParamEnums.OUT_YES.getValue().equals(outStr)){
            log.error("止损过了......冷静一下，等待下次入场......");
            return null;
            log.error("冷静中，不允许下单......");
            tradeRequestParam.setTradeType(OrderParamEnums.TRADE_NO.getValue());
            return chooseEvent(tradeRequestParam);
        }
        BigDecimal cashBal = WsMapBuild.parseBigDecimalSafe(AccountWs.getAccountMap(accountName).get("cashBal"));
        /**
         * 判断止损抗压
         */
        BigDecimal realKuiSunAmount = WsMapBuild.parseBigDecimalSafe(AccountWs.getAccountMap(accountName).get("upl"));
        log.info("实际盈亏金额: {}", realKuiSunAmount);
        String zhiSunPercent = InstrumentsWs.getAccountMap(accountName).get(CoinEnums.ZHI_SUN.name());
        BigDecimal zhiSunAmount = cashBal.multiply(new BigDecimal(zhiSunPercent));
        log.info("预期亏损金额: {}", zhiSunAmount);
        String kangYaPercent = InstrumentsWs.getAccountMap(accountName).get(CoinEnums.KANG_CANG.name());
        BigDecimal  kangYaAmount = cashBal.multiply(new BigDecimal(kangYaPercent));
        log.info("预期抗仓金额: {}", kangYaAmount);

        // 获取合约执行操作状态
        String state = (String) redisUtils.get(instrumentsStateKey);
        if (OrderParamEnums.STATE_4.getValue().equals(state)) {
            log.error("操作下单中，等待......");
            return OrderParamEnums.ORDERING.getValue();
        }
        if (OrderParamEnums.STATE_3.getValue().equals(state)){
            log.error("持仓盈亏超过下单总保证金，冷静止损......");
            redisUtils.set(instrumentsOutKey, OrderParamEnums.OUT_YES.getValue(), 0);
            return OrderParamEnums.OUT.getValue();
        }
        if (OrderParamEnums.STATE_2.getValue().equals(state)){
            log.error("持仓盈亏抗压......");
            return OrderParamEnums.HOLDING.getValue();
        }
        if (OrderParamEnums.STATE_0.getValue().equals(state)){
            log.error("请检查系统参数，不允许开仓......");
            return OrderParamEnums.HOLDING.getValue();
        }

        String pos = (String) redisUtils.get(positionsPosKey);
        if (StrUtil.isBlank(pos) || BigDecimal.ZERO.compareTo( new BigDecimal(pos)) >= 0) {
            log.error("未获取到持仓数量");
            return OrderParamEnums.INIT.getValue();
        }

        String uplStr = (String) redisUtils.get(positionsUplKey);
        if (StrUtil.isBlank(uplStr)){
            return OrderParamEnums.INIT.getValue();
        }
        //可使用的总保证金
        String totalOrderUsdtKey = AccountWs.ACCOUNTWS_CHANNEL + ":" + CoinEnums.USDT.getCode() + ":totalOrderUsdt";
        String totalOrderUsdt = (String) redisUtils.get(totalOrderUsdtKey);
        BigDecimal upl = new BigDecimal(uplStr);
        if (BigDecimal.ZERO.compareTo(upl) >= 0){
            upl = upl.multiply(new BigDecimal("-1"));

            if (upl.compareTo(new BigDecimal(totalOrderUsdt)) >= 0) {
                log.error("持仓盈亏超过下单总保证金，止损冷静一天......");
                return OrderParamEnums.OUT.getValue();
        if (realKuiSunAmount.compareTo(BigDecimal.ZERO) < 0){
            realKuiSunAmount = realKuiSunAmount.multiply(new BigDecimal("-1"));
            // 账户预期亏损金额比这个还小时，立即止损
            if (realKuiSunAmount.compareTo(zhiSunAmount) > 0){
                log.error("账户冷静止损......");
                WsMapBuild.saveStringToMap(InstrumentsWs.getAccountMap(accountName), CoinEnums.OUT.name(),  OrderParamEnums.OUT_YES.getValue());
                tradeRequestParam.setTradeType(OrderParamEnums.TRADE_YES.getValue());
                return caoZuoZhiSunEvent(accountName, markPx, posSide);
            }
            // 判断抗压
            if (realKuiSunAmount.compareTo(kangYaAmount) > 0 && realKuiSunAmount.compareTo(zhiSunAmount) <= 0){
                log.error("账户紧张扛仓......");
                tradeRequestParam.setTradeType(OrderParamEnums.TRADE_NO.getValue());
                return chooseEvent(tradeRequestParam);
            }
        }

        log.info(OrderParamEnums.getNameByValue(state));

        // 获取标记价格和平均持仓价格
        String markPxObj = (String) redisUtils.get(positionsMarkPxKey);
        String avgPxObj = (String) redisUtils.get(positionsAvgPxKey);

        if (StrUtil.isBlank(markPxObj)  || StrUtil.isBlank(avgPxObj)) {
            return OrderParamEnums.INIT.getValue();
        String positionAccountName = PositionsWs.initAccountName(accountName, posSide);
        // 判断是否保证金超标
        if (PositionsWs.getAccountMap(positionAccountName).get("imr") == null){
            log.error("没有获取到持仓信息，等待初始化......");
            tradeRequestParam.setTradeType(OrderParamEnums.TRADE_NO.getValue());
            return chooseEvent(tradeRequestParam);
        }
        BigDecimal ordFrozImr = PositionsWs.getAccountMap(positionAccountName).get("imr");
        BigDecimal totalOrderUsdt = WsMapBuild.parseBigDecimalSafe(AccountWs.getAccountMap(accountName).get(CoinEnums.TOTAL_ORDER_USDT.name()))
                .divide(new BigDecimal("2"), RoundingMode.DOWN);
        if (ordFrozImr.compareTo(totalOrderUsdt) >= 0){
            log.error("已满仓......");
            tradeRequestParam.setTradeType(OrderParamEnums.TRADE_NO.getValue());
            return chooseEvent(tradeRequestParam);
        }

        if (PositionsWs.getAccountMap(positionAccountName).get("pos") == null){
            log.error("没有获取到持仓信息，等待初始化......");
            tradeRequestParam.setTradeType(OrderParamEnums.TRADE_NO.getValue());
            return chooseEvent(tradeRequestParam);
        }
        BigDecimal pos = PositionsWs.getAccountMap(positionAccountName).get("pos");
        if (BigDecimal.ZERO.compareTo( pos) >= 0) {
            log.error("持仓数量为零，进行初始化订单");
            return caoZuoInitEvent(accountName, markPx, posSide);
        }

        tradeRequestParam.setTradeType(OrderParamEnums.TRADE_YES.getValue());
        return chooseEvent(tradeRequestParam);
    }

    @Override
    public TradeRequestParam caoZuoZhiSunEvent(String accountName, String markPx, String posSide) {

        log.info("历史网格：操作账户：{}，当前价格: {},仓位方向: {}", accountName,markPx,posSide);
        /**
         * 初始化订单请求参数
         *      获取仓位数量
         *      获取仓位方向
         */
        TradeRequestParam tradeRequestParam = new TradeRequestParam();
        tradeRequestParam.setAccountName(accountName);
        tradeRequestParam.setMarkPx(markPx);
        tradeRequestParam.setInstId(CoinEnums.HE_YUE.getCode());
        tradeRequestParam.setTdMode(CoinEnums.CROSS.getCode());
        tradeRequestParam.setPosSide(posSide);
        tradeRequestParam.setOrdType(CoinEnums.ORDTYPE_MARKET.getCode());

        tradeRequestParam.setTradeType(OrderParamEnums.TRADE_YES.getValue());
        String side = null;
        if (CoinEnums.POSSIDE_LONG.getCode().equals(posSide)){
            side = CoinEnums.SIDE_SELL.getCode();
        }
        if (CoinEnums.POSSIDE_SHORT.getCode().equals(posSide)){
            side = CoinEnums.SIDE_BUY.getCode();
        }
        tradeRequestParam.setSide(side);

        String clOrdId = WsParamBuild.getOrderNum(side);
        tradeRequestParam.setClOrdId(clOrdId);

        String positionAccountName = PositionsWs.initAccountName(accountName, posSide);
        BigDecimal pos = PositionsWs.getAccountMap(positionAccountName).get("pos");
        if (BigDecimal.ZERO.compareTo( pos) >= 0) {
            log.error("历史网格止损方向没有持仓");
            tradeRequestParam.setTradeType(OrderParamEnums.TRADE_NO.getValue());
        }
        tradeRequestParam.setSz(String.valueOf( pos));
        return tradeRequestParam;

    }

    @Override
    public TradeRequestParam caoZuoInitEvent(String accountName, String markPx, String posSide) {

        log.info("当前网格初始化：操作账户：{}，当前价格: {},仓位方向: {}", accountName,markPx,posSide);
        
        // 根据技术指标策略获取开仓信号
        TradeRequestParam strategySignal = technicalIndicatorStrategy.getSignal(accountName, markPx, posSide);
        
        // 如果策略返回无信号或无效信号，则不进行开仓
        if (strategySignal == null || "NO_SIGNAL".equals(strategySignal.getTradeType())) {
            log.info("技术指标策略无开仓信号，不进行初始化开仓");
            TradeRequestParam tradeRequestParam = new TradeRequestParam();
            tradeRequestParam.setTradeType(OrderParamEnums.TRADE_NO.getValue());
            return tradeRequestParam;
        }
        
        // 使用策略信号进行开仓
        TradeRequestParam tradeRequestParam = new TradeRequestParam();
        tradeRequestParam.setAccountName(accountName);
        tradeRequestParam.setMarkPx(markPx);
        tradeRequestParam.setInstId(CoinEnums.HE_YUE.getCode());
        tradeRequestParam.setTdMode(CoinEnums.CROSS.getCode());
        tradeRequestParam.setPosSide(strategySignal.getPosSide());
        tradeRequestParam.setOrdType(CoinEnums.ORDTYPE_MARKET.getCode());

        tradeRequestParam.setTradeType(OrderParamEnums.TRADE_YES.getValue());
        tradeRequestParam.setSide(strategySignal.getSide());

        String clOrdId = WsParamBuild.getOrderNum(strategySignal.getSide());
        tradeRequestParam.setClOrdId(clOrdId);
        String sz = InstrumentsWs.getAccountMap(accountName).get(CoinEnums.BUY_CNT_INIT.name());
        tradeRequestParam.setSz(sz);

        WsMapBuild.saveStringToMap(OrderInfoWs.getAccountMap(accountName), "orderPrice", String.valueOf(markPx));
        return tradeRequestParam;
    }

    @Override
    public TradeRequestParam chooseEvent(TradeRequestParam tradeRequestParam) {
        log.info("开始执行chooseEvent......");
        if (OrderParamEnums.TRADE_NO.getValue().equals(tradeRequestParam.getTradeType())){
            return tradeRequestParam;
        }
        if (OrderParamEnums.TRADE_YES.getValue().equals(tradeRequestParam.getTradeType())){
            String posSide = tradeRequestParam.getPosSide();
            if (CoinEnums.POSSIDE_LONG.getCode().equals(posSide)){
                tradeRequestParam = caoZuoLong(tradeRequestParam);
            }else if (CoinEnums.POSSIDE_SHORT.getCode().equals(posSide)){
                tradeRequestParam = caoZuoShort(tradeRequestParam);
            }
        }
        return tradeRequestParam;
    }

    @Override
    public TradeRequestParam caoZuoLong(TradeRequestParam tradeRequestParam) {
        log.info("开始做{}执行操作CaoZuoServiceImpl......",tradeRequestParam.getPosSide());

        String accountName = tradeRequestParam.getAccountName();
        String markPxStr = tradeRequestParam.getMarkPx();
        String posSide = tradeRequestParam.getPosSide();

        try {
            BigDecimal markPx = new BigDecimal( markPxObj);
            BigDecimal avgPx = new BigDecimal( avgPxObj);

            log.info("开仓价格: {}, 当前价格：{}，匹配队列中......", avgPx, markPx);

            // 初始化网格队列
            PriorityBlockingQueue<AscBigDecimal> queueAsc = WangGeQueue.getQueueAsc();
            PriorityBlockingQueue<DescBigDecimal> queueKaiCang = wangGeService.initKaiCang(avgPx, queueAsc);
            PriorityBlockingQueue<AscBigDecimal> queuePingCang = wangGeService.initPingCang(avgPx, queueAsc);

            // 处理订单价格在队列中的情况
            String orderPrice = (String) redisUtils.get(positionsOrderPriceKey);
            handleOrderPriceInQueues(orderPrice, queueKaiCang, queuePingCang);

            String side = OrderParamEnums.HOLDING.getValue();

            // 判断是加仓还是减仓
            if (avgPx.compareTo(markPx) > 0) {
                log.info("开始加仓...");
                if (queueKaiCang.isEmpty()) {
                    // 队列为空
                    log.info("开始加仓,但是超出了网格设置...");
                    return side;
                }
                DescBigDecimal kaiCang = queueKaiCang.peek();
                if (kaiCang != null && markPx.compareTo(kaiCang.getValue()) <= 0 && avgPx.compareTo(kaiCang.getValue()) >= 0) {
                    log.info("开始加仓...开仓队列价格大于当前价格{}>{}", kaiCang.getValue(), markPx);
                    side = OrderParamEnums.BUY.getValue();
                    redisUtils.set(positionsOrderPriceKey, String.valueOf(kaiCang.getValue()), 0);
                } else {
                    log.info("未触发加仓......，等待");
                }
            } else if (avgPx.compareTo(markPx) < 0) {
                log.info("开始减仓...");
                if (queuePingCang.isEmpty()) {
                    // 队列为空
                    log.info("开始减仓,但是超出了网格设置...");
                    return side;
                }
                AscBigDecimal pingCang = queuePingCang.peek();
                if (pingCang != null && markPx.compareTo(pingCang.getValue()) >= 0 && avgPx.compareTo(pingCang.getValue()) < 0) {
                    log.info("开始减仓...平仓队列价格小于当前价格{}<={}", pingCang.getValue(), markPx);
                    //判断当前是否盈利
                    String uplstr = (String) redisUtils.get(positionsUplKey);
                    String realizedPnl = (String) redisUtils.get(positionsRealizedPnlKey);
                    String imr = (String) redisUtils.get(positionsImrKey);
                    if (uplstr != null && realizedPnl != null && imr != null) {
                        BigDecimal uplValue = new BigDecimal(uplstr);
                        BigDecimal realizedPnlValue = new BigDecimal(realizedPnl);
                        BigDecimal imrValue = new BigDecimal(imr).multiply(new BigDecimal(OrderParamEnums.PING_CANG_SHOUYI.getValue()));
                        if (realizedPnlValue.compareTo(BigDecimal.ZERO) <= 0) {
                            BigDecimal realizedPnlValueZheng = realizedPnlValue.multiply(new BigDecimal("-1"));
                            if (uplValue.compareTo(realizedPnlValue) > 0 && uplValue.compareTo(imrValue.add(realizedPnlValueZheng))  >= 0) {
                                log.info("当前未实现盈亏：{}大于预计收益>{}，赚钱咯", uplValue, imrValue);
                                redisUtils.set(positionsOrderPriceKey, String.valueOf(pingCang.getValue()), 0);
                                return OrderParamEnums.SELL.getValue();
                            }else{
                                //判断是否加仓（当前持仓过小，可以加仓）
                                boolean isAddCang = doAddCang(imrValue);
                                log.info("减仓过程中没有收获，发现是持仓过小 ：{}",isAddCang);
                                if (isAddCang){
                                    return OrderParamEnums.BUY.getValue();
                                }
                                log.info("当前未实现盈亏：{}没有大于预计收益>{}，钱在路上了", uplValue, imrValue);
                                redisUtils.set(positionsOrderPriceKey, String.valueOf(pingCang.getValue()), 0);
                                return OrderParamEnums.HOLDING.getValue();
                            }

                        }else {
                            if (uplValue.compareTo(imrValue)  >= 0) {
                                log.info("当前未实现盈亏：{}大于预计收益>{}，赚钱咯", uplValue, imrValue);
                                redisUtils.set(positionsOrderPriceKey, String.valueOf(pingCang.getValue()), 0);
                                return OrderParamEnums.SELL.getValue();
                            }else{

                                //判断是否加仓（当前持仓过小，可以加仓）
                                boolean isAddCang = doAddCang(imrValue);
                                log.info("减仓过程中没有收获，发现是持仓过小 ：{}",isAddCang);
                                if (isAddCang){
                                    return OrderParamEnums.BUY.getValue();
                                }
                                log.info("当前未实现盈亏：{}没有大于预计收益>{}，钱在路上了", uplValue, imrValue);
                                redisUtils.set(positionsOrderPriceKey, String.valueOf(pingCang.getValue()), 0);
                                return OrderParamEnums.HOLDING.getValue();
                            }
                         }
                    }else {
                        return OrderParamEnums.HOLDING.getValue();
                    }
                } else {
                    log.info("未触发减仓......，等待");
                }
            } else {
                log.info("价格波动较小......，等待");
            String positionAccountName = PositionsWs.initAccountName(accountName, posSide);
            // 获取标记价格和平均持仓价格
            BigDecimal markPx = new BigDecimal(markPxStr);
            BigDecimal avgPx = PositionsWs.getAccountMap(positionAccountName).get("avgPx");
            log.info("持仓价格: {}, 当前价格：{}，匹配队列中......", avgPx, markPx);
            
            // 根据技术指标策略获取交易信号
            TradeRequestParam strategySignal = technicalIndicatorStrategy.getSignal(accountName, markPxStr, posSide);
            
            // 如果策略返回无信号，则不进行操作
            if (strategySignal == null || "NO_SIGNAL".equals(strategySignal.getTradeType())) {
                log.info("技术指标策略无信号，不进行操作");
                tradeRequestParam.setTradeType(OrderParamEnums.TRADE_NO.getValue());
                return tradeRequestParam;
            }
            
            // 根据策略信号进行操作
            log.info("技术指标策略信号: {}, 执行相应操作", strategySignal.getTradeType());
            
            // 处理平仓信号
            if (CoinEnums.SIDE_SELL.getCode().equals(strategySignal.getSide())) {
                log.info("开始卖出平多...");
                // 手续费
                BigDecimal feeValue = PositionsWs.getAccountMap(positionAccountName).get("fee").multiply(new BigDecimal(2));
                //未实现收益
                BigDecimal uplValue = PositionsWs.getAccountMap(positionAccountName).get("upl");
                //已实现收益
                BigDecimal realizedPnlValue = PositionsWs.getAccountMap(positionAccountName).get("realizedPnl");
                realizedPnlValue = realizedPnlValue.add(feeValue);

            return side;
                //持仓保证金
                BigDecimal imr = PositionsWs.getAccountMap(positionAccountName).get("imr");
                String pingCangImr = InstrumentsWs.getAccountMap(accountName).get(CoinEnums.PING_CANG_SHOUYI.name());
                BigDecimal imrValue = imr.multiply(new BigDecimal(pingCangImr));

                if (realizedPnlValue.compareTo(BigDecimal.ZERO) <= 0) {
                    BigDecimal realizedPnlValueZheng = realizedPnlValue.multiply(new BigDecimal("-1"));
                    if (uplValue.compareTo(realizedPnlValue) > 0 && uplValue.compareTo(imrValue.add(realizedPnlValueZheng))  >= 0) {
                        log.info("当前未实现盈亏：{}大于预计收益>{}，赚钱咯", uplValue, imrValue.add(realizedPnlValueZheng));
                        WsMapBuild.saveStringToMap(OrderInfoWs.getAccountMap(accountName), "orderPrice", String.valueOf(markPx));
                        tradeRequestParam.setSide(CoinEnums.SIDE_SELL.getCode());
                        String clOrdId = WsParamBuild.getOrderNum(CoinEnums.SIDE_SELL.getCode());
                        tradeRequestParam.setClOrdId(clOrdId);
                        BigDecimal sz = PositionsWs.getAccountMap(positionAccountName).get("pos");
                        tradeRequestParam.setSz(String.valueOf( sz));
                        log.info("卖出平多参数准备成功......");
                    }else{
                        log.info("当前未实现盈亏：{}没有大于预计收益>{}，钱在路上了", uplValue, imrValue.add(realizedPnlValueZheng));
                    }
                }else {
                    if (uplValue.compareTo(imrValue.add(feeValue))  >= 0) {
                        log.info("当前未实现盈亏：{}大于预计收益>{}，赚钱咯", uplValue, imrValue.add(feeValue));
                        WsMapBuild.saveStringToMap(OrderInfoWs.getAccountMap(accountName), "orderPrice", String.valueOf(markPx));
                        tradeRequestParam.setSide(CoinEnums.SIDE_SELL.getCode());
                        String clOrdId = WsParamBuild.getOrderNum(CoinEnums.SIDE_SELL.getCode());
                        tradeRequestParam.setClOrdId(clOrdId);
                        BigDecimal sz = PositionsWs.getAccountMap(positionAccountName).get("pos");
                        tradeRequestParam.setSz(String.valueOf( sz));
                        log.info("卖出平多参数准备成功......");
                    }else{
                        log.info("当前未实现盈亏：{}没有大于预计收益>{}，钱在路上了", uplValue, imrValue.add(feeValue));
                    }
                }
            } 
            // 处理加仓信号
            else if (CoinEnums.SIDE_BUY.getCode().equals(strategySignal.getSide()) && avgPx.compareTo(markPx) > 0) {
                log.info("开始买入加仓...");
                WsMapBuild.saveStringToMap(OrderInfoWs.getAccountMap(accountName), "orderPrice", String.valueOf(markPx));
                tradeRequestParam.setSide(CoinEnums.SIDE_BUY.getCode());
                String clOrdId = WsParamBuild.getOrderNum(CoinEnums.SIDE_BUY.getCode());
                tradeRequestParam.setClOrdId(clOrdId);
                String sz = buyCntTimeLongEvent(accountName, avgPx, markPx);
                tradeRequestParam.setSz(sz);
                log.info("买入加仓参数准备成功......");
            }
            else {
                log.info("未触发操作......，等待");
            }
            
            return tradeRequestParam;
        } catch (NumberFormatException e) {
            log.error("解析价格失败，请检查Redis中的值是否合法", e);
            return OrderParamEnums.HOLDING.getValue();
            log.error("开多方向异常", e);
            return tradeRequestParam;
        }
    }

    private boolean doAddCang(BigDecimal imrValue) {
        String everyTimeUsdt = (String) redisUtils.get(AccountWs.ACCOUNTWS_CHANNEL + ":" + CoinEnums.USDT.getCode() + ":everyTimeUsdt");
        BigDecimal everyTimeUsdtValue = new BigDecimal(everyTimeUsdt);
        return everyTimeUsdtValue.compareTo(imrValue) >= 0;
    @Override
    public TradeRequestParam caoZuoShort(TradeRequestParam tradeRequestParam) {
        log.info("开始做{}执行操作CaoZuoServiceImpl......",tradeRequestParam.getPosSide());

        String accountName = tradeRequestParam.getAccountName();
        String markPxStr = tradeRequestParam.getMarkPx();
        String posSide = tradeRequestParam.getPosSide();

        try {
            String positionAccountName = PositionsWs.initAccountName(accountName, posSide);
            // 获取标记价格和平均持仓价格
            BigDecimal markPx = new BigDecimal(markPxStr);
            BigDecimal avgPx = PositionsWs.getAccountMap(positionAccountName).get("avgPx");
            log.info("持仓价格: {}, 当前价格：{}，匹配队列中......", avgPx, markPx);
            
            // 根据技术指标策略获取交易信号
            TradeRequestParam strategySignal = technicalIndicatorStrategy.getSignal(accountName, markPxStr, posSide);
            
            // 如果策略返回无信号，则不进行操作
            if (strategySignal == null || "NO_SIGNAL".equals(strategySignal.getTradeType())) {
                log.info("技术指标策略无信号，不进行操作");
                tradeRequestParam.setTradeType(OrderParamEnums.TRADE_NO.getValue());
                return tradeRequestParam;
            }
            
            // 根据策略信号进行操作
            log.info("技术指标策略信号: {}, 执行相应操作", strategySignal.getTradeType());
            
            // 处理平仓信号
            if (CoinEnums.SIDE_BUY.getCode().equals(strategySignal.getSide())) {
                log.info("开始买入平空...");
                // 手续费
                BigDecimal feeValue = PositionsWs.getAccountMap(positionAccountName).get("fee");
                //未实现收益
                BigDecimal uplValue = PositionsWs.getAccountMap(positionAccountName).get("upl");
                //已实现收益
                BigDecimal realizedPnlValue = PositionsWs.getAccountMap(positionAccountName).get("realizedPnl");
                realizedPnlValue = realizedPnlValue.add(feeValue);

                //持仓保证金
                BigDecimal imr = PositionsWs.getAccountMap(positionAccountName).get("imr");
                String pingCangImr = InstrumentsWs.getAccountMap(accountName).get(CoinEnums.PING_CANG_SHOUYI.name());
                BigDecimal imrValue = imr.multiply(new BigDecimal(pingCangImr));

                if (realizedPnlValue.compareTo(BigDecimal.ZERO) <= 0) {
                    BigDecimal realizedPnlValueZheng = realizedPnlValue.multiply(new BigDecimal("-1"));
                    if (uplValue.compareTo(realizedPnlValue) > 0 && uplValue.compareTo(imrValue.add(realizedPnlValueZheng))  >= 0) {
                        log.info("当前未实现盈亏：{}大于预计收益>{}，赚钱咯", uplValue, imrValue.add(realizedPnlValueZheng));
                        WsMapBuild.saveStringToMap(OrderInfoWs.getAccountMap(accountName), "orderPrice", String.valueOf(markPx));
                        tradeRequestParam.setSide(CoinEnums.SIDE_BUY.getCode());
                        String clOrdId = WsParamBuild.getOrderNum(CoinEnums.SIDE_BUY.getCode());
                        tradeRequestParam.setClOrdId(clOrdId);
                        BigDecimal sz = PositionsWs.getAccountMap(positionAccountName).get("pos");
                        tradeRequestParam.setSz(String.valueOf( sz));
                        log.info("买入平空参数准备成功......");
                    }else{
                        log.info("当前未实现盈亏：{}没有大于预计收益>{}，钱在路上了", uplValue, imrValue.add(realizedPnlValueZheng));
                    }
                }else {
                    if (uplValue.compareTo(imrValue.add(feeValue))  >= 0) {
                        WsMapBuild.saveStringToMap(OrderInfoWs.getAccountMap(accountName), "orderPrice", String.valueOf(markPx));
                        log.info("当前未实现盈亏：{}大于预计收益>{}，赚钱咯", uplValue, imrValue.add(feeValue));
                        tradeRequestParam.setSide(CoinEnums.SIDE_BUY.getCode());
                        String clOrdId = WsParamBuild.getOrderNum(CoinEnums.SIDE_BUY.getCode());
                        tradeRequestParam.setClOrdId(clOrdId);
                        BigDecimal sz = PositionsWs.getAccountMap(positionAccountName).get("pos");
                        tradeRequestParam.setSz(String.valueOf( sz));
                        log.info("买入平空参数准备成功......");
                    }else{
                        log.info("当前未实现盈亏：{}没有大于预计收益>{}，钱在路上了", uplValue, imrValue.add(feeValue));
                    }
                }
            } 
            // 处理加仓信号
            else if (CoinEnums.SIDE_SELL.getCode().equals(strategySignal.getSide()) && avgPx.compareTo(markPx) < 0) {
                log.info("开始卖出加仓...");
                WsMapBuild.saveStringToMap(OrderInfoWs.getAccountMap(accountName), "orderPrice", String.valueOf(markPx));
                tradeRequestParam.setSide(CoinEnums.SIDE_SELL.getCode());
                String clOrdId = WsParamBuild.getOrderNum(CoinEnums.SIDE_SELL.getCode());
                tradeRequestParam.setClOrdId(clOrdId);
                String sz = buyCntTimeShortEvent(accountName, avgPx, markPx);
                tradeRequestParam.setSz(sz);
                log.info("卖出加仓参数准备成功......");
            }
            else {
                log.info("未触发操作......，等待");
            }
            
            return tradeRequestParam;
        } catch (NumberFormatException e) {
            log.error("开空方向异常", e);
            return tradeRequestParam;
        }
    }

    private String buyCntTimeLongEvent(String accountName, BigDecimal avgPx, BigDecimal markPx){
        //判断当前价格和开仓价格直接间隔除以间距，取整，获取的数量是否大于等于0，如果大于0，则下单基础张数*倍数
        String buyCntTime = InstrumentsWs.getAccountMap(accountName).get(CoinEnums.BUY_CNT_TIME.name());
        log.info("倍数次数间隔{}", buyCntTime);
        BigDecimal subtract = avgPx.subtract(markPx);
        log.info("倍数价格差距{}", subtract);
        BigDecimal divide = subtract.divide(new BigDecimal(buyCntTime), 0, RoundingMode.DOWN).add(BigDecimal.ONE);
        log.info("倍数次数{}", divide);
        String buyCntInit = InstrumentsWs.getAccountMap(accountName).get(CoinEnums.BUY_CNT_INIT.name());
        return String.valueOf(divide.multiply(new BigDecimal(buyCntInit)));
    }

    private String buyCntTimeShortEvent(String accountName, BigDecimal avgPx, BigDecimal markPx){
        //判断当前价格和开仓价格直接间隔除以间距，取整，获取的数量是否大于等于0，如果大于0，则下单基础张数*倍数

        String buyCntTime = InstrumentsWs.getAccountMap(accountName).get(CoinEnums.BUY_CNT_TIME.name());
        log.info("倍数次数间隔{}", buyCntTime);
        BigDecimal subtract = markPx.subtract(avgPx);
        log.info("倍数价格差距{}", subtract);
        BigDecimal divide = subtract.divide(new BigDecimal(buyCntTime), 0, RoundingMode.DOWN).add(BigDecimal.ONE);
        log.info("倍数次数{}", divide);
        String buyCntInit = InstrumentsWs.getAccountMap(accountName).get(CoinEnums.BUY_CNT_INIT.name());
        return String.valueOf(divide.multiply(new BigDecimal(buyCntInit)));
    }

    /**
@@ -247,11 +463,13 @@
            log.warn("无效的价格格式: {}", orderPrice);
            return;
        }

        // 删除比该价格大的数据
        queueKaiCang.removeIf(item -> item.getValue().compareTo(priceDecimal) >= 0);

        // 打印开仓队列
        StringBuilder kaiCangStr = new StringBuilder();
        kaiCangStr.append("开仓队列: [");
        kaiCangStr.append("下限队列: [");
        boolean first = true;
        for (DescBigDecimal item : queueKaiCang) {
            if (!first) {
@@ -268,7 +486,7 @@

        // 打印平仓队列
        StringBuilder pingCangStr = new StringBuilder();
        pingCangStr.append("平仓队列: [");
        pingCangStr.append("上限队列: [");
        first = true;
        for (AscBigDecimal item : queuePingCang) {
            if (!first) {
@@ -281,4 +499,3 @@
        log.info(pingCangStr.toString());
    }
}