1
zj
2024-08-06 658e843113e09d1bf319a29e40a17a2d11ffabab
1
9 files modified
339 ■■■■■ changed files
.idea/inspectionProfiles/Project_Default.xml 7 ●●●●● patch | view | raw | blame | history
bitgetsClient/src/main/java/org/example/bitgetsclient/wsClient/BitgetClient.java 42 ●●●● patch | view | raw | blame | history
geteClient/src/main/java/org/example/geteclient/wsClinet/GateClient.java 45 ●●●● patch | view | raw | blame | history
kucoinClient/src/main/java/org/example/kucoinclient/wsClient/KucoinClient.java 50 ●●●● patch | view | raw | blame | history
mexcClient/src/main/java/org/example/mexcclient/wsClient/MexcClient.java 46 ●●●● patch | view | raw | blame | history
websocketSerivce/src/main/java/org/example/pojo/bo/WsBo.java 2 ●●● patch | view | raw | blame | history
websocketSerivce/src/main/java/org/example/server/impl/CurrencySerivceImpl.java 103 ●●●●● patch | view | raw | blame | history
websocketSerivce/src/main/java/org/example/websocket/server/WsServer.java 40 ●●●● patch | view | raw | blame | history
websocketSerivce/src/main/resources/application.properties 4 ●●●● patch | view | raw | blame | history
.idea/inspectionProfiles/Project_Default.xml
@@ -2,7 +2,13 @@
  <profile version="1.0">
    <option name="myName" value="Project Default" />
    <inspection_tool class="AliAccessStaticViaInstance" enabled="true" level="WARNING" enabled_by_default="true" />
    <inspection_tool class="AliArrayNamingShouldHaveBracket" enabled="true" level="WARNING" enabled_by_default="true" />
    <inspection_tool class="AliControlFlowStatementWithoutBraces" enabled="true" level="WARNING" enabled_by_default="true" />
    <inspection_tool class="AliDeprecation" enabled="true" level="WARNING" enabled_by_default="true" />
    <inspection_tool class="AliEqualsAvoidNull" enabled="true" level="WARNING" enabled_by_default="true" />
    <inspection_tool class="AliLongLiteralsEndingWithLowercaseL" enabled="true" level="WARNING" enabled_by_default="true" />
    <inspection_tool class="AliMissingOverrideAnnotation" enabled="true" level="WARNING" enabled_by_default="true" />
    <inspection_tool class="AliWrapperTypeEquality" enabled="true" level="WARNING" enabled_by_default="true" />
    <inspection_tool class="AlibabaAbstractClassShouldStartWithAbstractNaming" enabled="true" level="WARNING" enabled_by_default="true" />
    <inspection_tool class="AlibabaAbstractMethodOrInterfaceMethodMustUseJavadoc" enabled="true" level="WARNING" enabled_by_default="true" />
    <inspection_tool class="AlibabaAvoidApacheBeanUtilsCopy" enabled="true" level="WARNING" enabled_by_default="true" />
@@ -57,5 +63,6 @@
    <inspection_tool class="AlibabaUnsupportedExceptionWithModifyAsList" enabled="true" level="WARNING" enabled_by_default="true" />
    <inspection_tool class="AlibabaUseQuietReferenceNotation" enabled="true" level="WARNING" enabled_by_default="true" />
    <inspection_tool class="AlibabaUseRightCaseForDateFormat" enabled="true" level="WARNING" enabled_by_default="true" />
    <inspection_tool class="MapOrSetKeyShouldOverrideHashCodeEquals" enabled="true" level="WARNING" enabled_by_default="true" />
  </profile>
</component>
bitgetsClient/src/main/java/org/example/bitgetsclient/wsClient/BitgetClient.java
@@ -15,6 +15,8 @@
import javax.websocket.*;
import java.io.IOException;
import java.lang.reflect.Type;
import java.math.BigDecimal;
import java.net.URI;
import java.nio.ByteBuffer;
import java.util.Arrays;
@@ -105,17 +107,39 @@
                // 确保 dataNode 不为 null,以避免空指针异常
                if (dataNode != null) {
                    // 存储数据到 HashMap
                    Map<String, Object> bidAskMap = new HashMap<>(); // 变量命名更具描述性
                    bidAskMap.put("bids", dataNode.get("bids")); // 获取并存储 bids
                    bidAskMap.put("asks", dataNode.get("asks")); // 获取并存储 asks
                    Map<String, Object> hashMap = new HashMap<>(); // 变量命名更具描述性
                    Map<String, Object> argMap = gson.fromJson(map.get("arg").toString(), new TypeToken<Map<String, Object>>() {}.getType()); // 解析 arg 为 Map
                    String key = "bitget" + argMap.get("instId"); // 构建 Redis 存储的键
                    String bids = dataNode.get("bids").toString();
                    String asks = dataNode.get("asks").toString();
                    // 存储到 Redis,使用 ObjectMapper 转换为 JSON 字符串
                    String jsonData = objectMapper.writeValueAsString(bidAskMap); // 先将 HashMap 转换为 JSON 字符串
                    RedisUtil.set(key, jsonData); // 存储数据
                    Type listType = new TypeToken<List<List<String>>>(){}.getType();
                    List<List<String>> bidsList = gson.fromJson(bids, listType);
                    List<List<String>> asksList = gson.fromJson(asks, listType);
                    if(!bidsList.isEmpty()  && !bidsList.get(0).isEmpty() && !asksList.isEmpty() && !asksList.get(0).isEmpty()){
                        if (!bidsList.isEmpty()  && !bidsList.get(0).isEmpty()) {
                            List<String> bidsStringList = bidsList.get(0);
                            HashMap<String, Object> pvMap = new HashMap<>(); // 创建新的 HashMap 保存 bids 和 asks
                            pvMap.put("p", new BigDecimal(bidsStringList.get(0)).toPlainString());
                            pvMap.put("v", new BigDecimal(bidsStringList.get(1)).toPlainString());
                            hashMap.put("bids", pvMap); // 获取并存储 bids
                        }
                        if (!asksList.isEmpty() && !asksList.get(0).isEmpty()) {
                            List<String> asksStringList = asksList.get(0); // 修正此处为 asksList
                            HashMap<String, Object> pvMap = new HashMap<>(); // 创建新的 HashMap 保存 bids 和 asks
                            pvMap.put("p", new BigDecimal(asksStringList.get(0)).toPlainString());
                            pvMap.put("v", new BigDecimal(asksStringList.get(1)).toPlainString());
                            hashMap.put("asks", pvMap); // 获取并存储 asks
                        }
                        Map<String, Object> argMap = gson.fromJson(map.get("arg").toString(), new TypeToken<Map<String, Object>>() {}.getType()); // 解析 arg 为 Map
                        String key = "bitget" + argMap.get("instId"); // 构建 Redis 存储的键
                        // 存储到 Redis,使用 ObjectMapper 转换为 JSON 字符串
                        String jsonData = objectMapper.writeValueAsString(hashMap); // 先将 HashMap 转换为 JSON 字符串
                        RedisUtil.set(key, jsonData); // 存储数据
                    }
                }
            }
        } catch (JsonSyntaxException e) {
geteClient/src/main/java/org/example/geteclient/wsClinet/GateClient.java
@@ -92,8 +92,6 @@
    private static final String RESULT_KEY = "result"; // 定义结果键的常量
    private static final String BIDS_KEY = "bids"; // 定义 bids 的常量
    private static final String ASKS_KEY = "asks"; // 定义 asks 的常量
    private static final String p = "p"; // 定义 asks 的常量
    private static final String v = "v"; // 定义 asks 的常量
    private static final String S_KEY = "s"; // 定义 s 的常量
    @OnMessage
@@ -110,28 +108,30 @@
                Object asksObj = resultMap.get(BIDS_KEY);
                Object bidsObj = resultMap.get(ASKS_KEY);
                if (asksObj instanceof List && !((List<?>) asksObj).isEmpty()) {
                    List<?> asksList = (List<?>) asksObj;
                    String[][] dataArray = gson.fromJson(gson.toJson(asksList), String[][].class);
                    HashMap<String, Object> pvMap = new HashMap<>(); // 创建新的 HashMap 保存 bids 和 asks
                    String[] asksData = dataArray[0];
                    pvMap.put(p, new BigDecimal(asksData[0]));
                    pvMap.put(v, new BigDecimal(asksData[1]));
                    hashMap.put(BIDS_KEY, pvMap); // 放入 bids 数据
                }
                if(asksObj instanceof List && !((List<?>) asksObj).isEmpty() && bidsObj instanceof List && !((List<?>) bidsObj).isEmpty()){
                    if (asksObj instanceof List && !((List<?>) asksObj).isEmpty()) {
                        List<?> asksList = (List<?>) asksObj;
                        String[][] dataArray = gson.fromJson(gson.toJson(asksList), String[][].class);
                        HashMap<String, Object> pvMap = new HashMap<>(); // 创建新的 HashMap 保存 bids 和 asks
                        String[] asksData = dataArray[0];
                        pvMap.put("p", new BigDecimal(asksData[0]).toPlainString());
                        pvMap.put("v", new BigDecimal(asksData[1]).toPlainString());
                        hashMap.put(BIDS_KEY, pvMap); // 放入 bids 数据
                    }
                if (bidsObj instanceof List && !((List<?>) bidsObj).isEmpty()) {
                    List<?> bidsList = (List<?>) bidsObj;
                    String[][] dataArray = gson.fromJson(gson.toJson(bidsList), String[][].class);
                    String[] bidsData = dataArray[0];
                    HashMap<String, Object> pvMap = new HashMap<>(); // 创建新的 HashMap 保存 bids 和 asks
                    pvMap.put(p, new BigDecimal(bidsData[0]));
                    pvMap.put(v, new BigDecimal(bidsData[1]));
                    hashMap.put(ASKS_KEY,pvMap);
                }
                    if (bidsObj instanceof List && !((List<?>) bidsObj).isEmpty()) {
                        List<?> bidsList = (List<?>) bidsObj;
                        String[][] dataArray = gson.fromJson(gson.toJson(bidsList), String[][].class);
                        String[] bidsData = dataArray[0];
                        HashMap<String, Object> pvMap = new HashMap<>(); // 创建新的 HashMap 保存 bids 和 asks
                        pvMap.put("p", new BigDecimal(bidsData[0]).toPlainString());
                        pvMap.put("v", new BigDecimal(bidsData[1]).toPlainString());
                        hashMap.put(ASKS_KEY,pvMap);
                    }
                String key = "gate" + resultMap.get(S_KEY); // 生成 Redis 键
                RedisUtil.set(key.replace("_", ""), gson.toJson(hashMap)); // 存入 Redis,使用 Gson 进行序列化
                    String key = "gate" + resultMap.get(S_KEY); // 生成 Redis 键
                    RedisUtil.set(key.replace("_", ""), gson.toJson(hashMap)); // 存入 Redis,使用 Gson 进行序列化
                }
            }
        } catch (JsonSyntaxException e) {
            log.error("JSON 解析异常:" + e.getMessage(), e); // 记录 JSON 解析异常
@@ -141,6 +141,7 @@
    }
    @OnClose
    public void onClose() {
        log.info("gate ws 连接已关闭,尝试重新连接..."); // 连接关闭日志
kucoinClient/src/main/java/org/example/kucoinclient/wsClient/KucoinClient.java
@@ -144,34 +144,34 @@
            ObjectMapper mapper = new ObjectMapper(); // 创建 ObjectMapper 实例
            // 空值检查,避免存储 null 值到 Redis
            if (resultMap.get("bids") != null) {
            if (resultMap.get("bids") != null && resultMap.get("asks") != null) {
                Object bidsObj = resultMap.get("bids");
                if (bidsObj instanceof List && !((List<?>) bidsObj).isEmpty()) {
                    List<String> bidsList = (List<String>) bidsObj;
                    HashMap<String, Object> pvMap = new HashMap<>(); // 创建新的 HashMap 保存 bids 和 asks
                    pvMap.put("p", bidsList.get(0));
                    pvMap.put("V", bidsList.get(1));
                    hashMap.put("bids",pvMap);
                }
            }
            if (resultMap.get("asks") != null) {
                Object asksObj = resultMap.get("asks");
                if (asksObj instanceof List && !((List<?>) asksObj).isEmpty()) {
                    List<String> asksList = (List<String>) asksObj;
                    HashMap<String, Object> pvMap = new HashMap<>(); // 创建新的 HashMap 保存 bids 和 asks
                    pvMap.put("p", asksList.get(0));
                    pvMap.put("V", asksList.get(1));
                    hashMap.put("asks",pvMap);
                }
            }
            String symbol = extractSymbolFromTopic(topic); // 从 topic 提取符号
            String key = PREFIX + symbol; // 创建 Redis 缓存键
            try {
                RedisUtil.set(key, mapper.writeValueAsString(hashMap)); // 存储到 Redis
            } catch (JsonProcessingException e) {
                log.error("将数据存入 Redis 时出错: {}", e.getMessage()); // 输出数据存储错误日志
                if(bidsObj instanceof List && !((List<?>) bidsObj).isEmpty() && asksObj instanceof List && !((List<?>) asksObj).isEmpty()){
                    if (bidsObj instanceof List && !((List<?>) bidsObj).isEmpty()) {
                        List<String> bidsList = (List<String>) bidsObj;
                        HashMap<String, Object> pvMap = new HashMap<>(); // 创建新的 HashMap 保存 bids 和 asks
                        pvMap.put("p", new BigDecimal(String.valueOf(bidsList.get(0))).toPlainString());
                        pvMap.put("v", new BigDecimal(String.valueOf(bidsList.get(1))).toPlainString());
                        hashMap.put("bids",pvMap);
                    }
                    if (asksObj instanceof List && !((List<?>) asksObj).isEmpty()) {
                        List<String> asksList = (List<String>) asksObj;
                        HashMap<String, Object> pvMap = new HashMap<>(); // 创建新的 HashMap 保存 bids 和 asks
                        pvMap.put("p", new BigDecimal(String.valueOf(asksList.get(0))).toPlainString());
                        pvMap.put("v", new BigDecimal(String.valueOf(asksList.get(1))).toPlainString());
                        hashMap.put("asks",pvMap);
                    }
                    String symbol = extractSymbolFromTopic(topic); // 从 topic 提取符号
                    String key = PREFIX + symbol; // 创建 Redis 缓存键
                    try {
                        RedisUtil.set(key, mapper.writeValueAsString(hashMap)); // 存储到 Redis
                    } catch (JsonProcessingException e) {
                        log.error("将数据存入 Redis 时出错: {}", e.getMessage()); // 输出数据存储错误日志
                    }
                }
            }
        } else {
            log.error("topic--->存入redis失败"); // 输出处理失败日志
mexcClient/src/main/java/org/example/mexcclient/wsClient/MexcClient.java
@@ -88,7 +88,9 @@
        try {
            Map<String, Object> map = gson.fromJson(message, new TypeToken<Map<String, Object>>() {}.getType());
            if (map != null && map.containsKey("s")) {
                Object object = map.get("d");
                Map<String, Object> resultMap = gson.fromJson(object.toString(), new TypeToken<Map<String, Object>>() {}.getType());
                HashMap<String,Object> hashMap = new HashMap<>();
@@ -99,36 +101,38 @@
                List<Map<String,Object>> asksList = gson.fromJson(asksObj.toString(), listType);
                List<Map<String,Object>> bidsList = gson.fromJson(bidsObj.toString(), listType);
                if (!asksList.isEmpty()) {
                    Map<String,Object> objectMap = asksList.get(0);
                    HashMap<String, Object> pvMap = new HashMap<>(); // 创建新的 HashMap 保存 bids 和 asks
                    pvMap.put("p", new BigDecimal(objectMap.get("p").toString()));
                    pvMap.put("v", new BigDecimal(objectMap.get("v").toString()));
                    hashMap.put("asks", pvMap);
                }
                if(!asksList.isEmpty() && !asksList.get(0).isEmpty() && !bidsList.isEmpty() && !bidsList.get(0).isEmpty()){
                    if (!asksList.isEmpty() && !asksList.get(0).isEmpty()) {
                if (!bidsList.isEmpty()) {
                    Map<String,Object> objectMap = bidsList.get(0);
                    HashMap<String, Object> pvMap = new HashMap<>(); // 创建新的 HashMap 保存 bids 和 asks
                    pvMap.put("p", new BigDecimal(objectMap.get("p").toString()));
                    pvMap.put("v", new BigDecimal(objectMap.get("v").toString()));
                    hashMap.put("bids", pvMap);
                }
                        Map<String,Object> objectMap = asksList.get(0);
                        HashMap<String, Object> pvMap = new HashMap<>(); // 创建新的 HashMap 保存 bids 和 asks
                        pvMap.put("p", new BigDecimal(objectMap.get("p").toString()).toPlainString());
                        pvMap.put("v", new BigDecimal(objectMap.get("v").toString()).toPlainString());
                        hashMap.put("asks", pvMap);
                    }
                ObjectMapper mapper = new ObjectMapper();
                String key = "mexc" + map.get("s").toString();
                try {
                    RedisUtil.set(key, mapper.writeValueAsString(hashMap));
                } catch (JsonProcessingException e) {
                    e.printStackTrace();
                    if (!bidsList.isEmpty() && !bidsList.get(0).isEmpty()) {
                        Map<String,Object> objectMap = bidsList.get(0);
                        HashMap<String, Object> pvMap = new HashMap<>(); // 创建新的 HashMap 保存 bids 和 asks
                        pvMap.put("p", new BigDecimal(objectMap.get("p").toString()).toPlainString());
                        pvMap.put("v", new BigDecimal(objectMap.get("v").toString()).toPlainString());
                        hashMap.put("bids", pvMap);
                    }
                    ObjectMapper mapper = new ObjectMapper();
                    String key = "mexc" + map.get("s").toString();
                    try {
                        RedisUtil.set(key, mapper.writeValueAsString(hashMap));
                    } catch (JsonProcessingException e) {
                        e.printStackTrace();
                    }
                }
            }
        } catch (JsonSyntaxException e) {
            log.error("JSON 解析异常:" + e.getMessage(), e);
        }
    }
    @OnClose
    public void onClose() {
websocketSerivce/src/main/java/org/example/pojo/bo/WsBo.java
@@ -26,7 +26,7 @@
    private String currency;
    //价差
    private double spread = 0;
    private double spread = 0.6;
    //最低金额
    private String minAmount;
websocketSerivce/src/main/java/org/example/server/impl/CurrencySerivceImpl.java
@@ -1,4 +1,5 @@
package org.example.server.impl;
import org.apache.commons.lang3.StringUtils;
import org.example.websocket.server.WsServer;
import com.baomidou.mybatisplus.extension.service.impl.ServiceImpl;
import com.fasterxml.jackson.core.JsonProcessingException;
@@ -9,7 +10,6 @@
import com.google.gson.GsonBuilder;
import lombok.Data;
import lombok.extern.slf4j.Slf4j;
import org.apache.commons.lang.StringUtils;
import org.example.dao.CurrencyMapper;
import org.example.pojo.Currency;
import org.example.pojo.Market;
@@ -58,10 +58,10 @@
    private WsServer wsServer;
    private void extracted() {
        ExecutorService executor = Executors.newFixedThreadPool(4); // 适当增加线程数以匹配处理的交易所数量
        ExecutorService executor = Executors.newFixedThreadPool(20); // 适当增加线程数以匹配处理的交易所数量
        // 异步处理每个交易所的数据
        CompletableFuture<Void> mexcFuture = CompletableFuture.runAsync(() -> processMexc(), executor);
        CompletableFuture<Void> mexcFuture = CompletableFuture.runAsync(() -> processMarketData(RedisUtil.keys("mexc"), mexcList, "mexc"), executor);
        CompletableFuture<Void> gateFuture = CompletableFuture.runAsync(() -> processMarketData(RedisUtil.keys("gate"), gateList, "gate"), executor);
        CompletableFuture<Void> bitgetFuture = CompletableFuture.runAsync(() -> processMarketData(RedisUtil.keys("bitget"), bitgetList, "bitget"), executor);
        CompletableFuture<Void> kucoinFuture = CompletableFuture.runAsync(() -> processMarketData(RedisUtil.keys("kucoin"), kucoinList, "kucoin"), executor);
@@ -94,7 +94,7 @@
            if (bidsObj instanceof List && !((List<?>) bidsObj).isEmpty()) {
                List<?> bidsList = (List<?>) bidsObj;
                Map<?, ?> bidsMap = (Map<?, ?>) bidsList.get(bidsList.size() - 1);
                Map<?, ?> bidsMap = (Map<?, ?>) bidsList.get(0);
                BidsBo bidsBo = new BidsBo();
                bidsBo.setP(new BigDecimal(bidsMap.get("p").toString()));
                bidsBo.setV(new BigDecimal(bidsMap.get("v").toString()));
@@ -108,36 +108,46 @@
    }
    private void processMarketData(Set<String> set, List<MarketBo> list, String exchangeName) {
        for (String key : set) {
            String v = RedisUtil.get(key);
            Map<String, Object> redisValueMap = gson.fromJson(v, new TypeToken<Map<String, Object>>() {}.getType());
            Object asksObj = redisValueMap.get("asks");
            Object bidsObj = redisValueMap.get("bids");
        ArrayList<String> kyes = new ArrayList<>(set);
        List<String> mget = RedisUtil.mget(kyes);
        Map<String, String> resultMap = new HashMap<>();
        for (int i = 0; i < kyes.size(); i++) {
            resultMap.put(kyes.get(i), mget.get(i));
        }
        for (Map.Entry<String, String> entry : resultMap.entrySet()) {
            String v = entry.getValue();
            String key = entry.getKey();
            MarketBo marketBo = new MarketBo();
            if (asksObj instanceof List && !((List<?>) asksObj).isEmpty()) {
                List<?> asksList = (List<?>) asksObj;
                String[][] dataArray = gson.fromJson(gson.toJson(asksList), String[][].class);
                String[] asksData = dataArray[0];
                AsksBo asksBo = new AsksBo();
                asksBo.setP(new BigDecimal(asksData[0]));
                asksBo.setV(new BigDecimal(asksData[1]));
                marketBo.setAsks(asksBo);
            Map<String, Map<String,String>> redisValueMap = gson.fromJson(v, new TypeToken<Map<String, Map<String,String>>>() {}.getType());
            Map<String,String> asksObj = redisValueMap.get("asks");
            Map<String,String> bidsObj = redisValueMap.get("bids");
            try {
                if(StringUtils.isNotEmpty(asksObj.get("p")) && StringUtils.isNotEmpty(asksObj.get("v")) &&
                        StringUtils.isNotEmpty(bidsObj.get("p")) && StringUtils.isNotEmpty(bidsObj.get("v"))) {
                    AsksBo asksBo = new AsksBo();
                    asksBo.setP(new BigDecimal(asksObj.get("p").toString()));
                    asksBo.setV(new BigDecimal(asksObj.get("v").toString()));
                    marketBo.setAsks(asksBo);
                    BidsBo bidsBo = new BidsBo();
                    bidsBo.setP(new BigDecimal(bidsObj.get("p").toString()));
                    bidsBo.setV(new BigDecimal(bidsObj.get("v").toString()));
                    marketBo.setBids(bidsBo);
                    marketBo.setKey(key.replaceAll(exchangeName, ""));
                    marketBo.setExchange(exchangeName);
                    list.add(marketBo);
                }
            }catch (Exception e){
                e.printStackTrace();
            }
            if (bidsObj instanceof List && !((List<?>) bidsObj).isEmpty()) {
                List<?> bidsList = (List<?>) bidsObj;
                String[][] dataArray = gson.fromJson(gson.toJson(bidsList), String[][].class);
                String[] bidsData = dataArray[bidsList.size() - 1];
                BidsBo bidsBo = new BidsBo();
                bidsBo.setP(new BigDecimal(bidsData[0]));
                bidsBo.setV(new BigDecimal(bidsData[1]));
                marketBo.setBids(bidsBo);
            }
            marketBo.setKey(key.replaceAll(exchangeName, ""));
            marketBo.setExchange(exchangeName);
            list.add(marketBo);
        }
    }
@@ -226,18 +236,18 @@
    private static void assembleMarketDataOut(String coinName, MarketBo markets1, MarketBo markets2, BigDecimal profitPercentage, BigDecimal buyPrice, BigDecimal sellPrice, List<MarketDataOut> marketDataOuts, String formattedDateTime) {
        MarketDataOut marketDataOut = new MarketDataOut();
        marketDataOut.setBaseAsset(coinName.replaceAll("USDT","").toLowerCase()); // 设置基础资产
        marketDataOut.setBuyingPlatform(markets1.getExchange()); // 设置买入平台
        marketDataOut.setSellPlatform(markets2.getExchange()); // 设置卖出平台
        marketDataOut.setSpread(profitPercentage.toString()); // 设置利润百分比
        marketDataOut.setBuyPrice(buyPrice.toString()); // 设置买入价格
        marketDataOut.setSellPrice(sellPrice.toString()); // 设置卖出价格
        marketDataOut.setBuyNumber(markets1.getBids().getV().toString()); // 设置买入数量
        marketDataOut.setSellNumber(markets2.getAsks().getV().toString()); // 设置卖出数量
        marketDataOut.setBuyTotalPrice(markets1.getBids().getP().multiply(markets1.getBids().getV()).toString()); // 设置买入总价
        marketDataOut.setSellTotalPrice(markets2.getAsks().getP().multiply(markets2.getAsks().getV()).toString()); // 设置卖出总价
        marketDataOut.setBaseAsset(coinName.replaceAll("USDT","").toLowerCase().toUpperCase()); // 设置基础资产
        marketDataOut.setBuyingPlatform(markets1.getExchange().toUpperCase()); // 设置买入平台
        marketDataOut.setSellPlatform(markets2.getExchange().toUpperCase()); // 设置卖出平台
        marketDataOut.setSpread(profitPercentage.setScale(4, RoundingMode.DOWN).toPlainString()); // 设置利润百分比
        marketDataOut.setBuyPrice(buyPrice.toPlainString()); // 设置买入价格
        marketDataOut.setSellPrice(sellPrice.toPlainString()); // 设置卖出价格
        marketDataOut.setBuyNumber(markets1.getBids().getV().toPlainString()); // 设置买入数量
        marketDataOut.setSellNumber(markets2.getAsks().getV().toPlainString()); // 设置卖出数量
        marketDataOut.setBuyTotalPrice((markets1.getBids().getP().multiply(markets1.getBids().getV())).setScale(0,RoundingMode.DOWN).toPlainString()); // 设置买入总价
        marketDataOut.setSellTotalPrice((markets2.getAsks().getP().multiply(markets2.getAsks().getV())).setScale(0,RoundingMode.DOWN).toPlainString()); // 设置卖出总价
        marketDataOut.setServceTime(formattedDateTime); // 设置服务时间
        marketDataOut.setBuyAndSell(marketDataOut.getBaseAsset()+markets1.getExchange()+markets2.getExchange());
        marketDataOut.setBuyAndSell(marketDataOut.getBaseAsset()+marketDataOut.getBuyingPlatform()+marketDataOut.getSellPlatform());
        marketDataOuts.add(marketDataOut); // 添加到输出列表
    }
@@ -257,10 +267,17 @@
    }
    public void quotationCalculation(){
        long startExtracted = System.nanoTime();
        extracted();
        findProfitablePairs(mexcList, gateList, bitgetList, kucoinList);
        long endExtracted = System.nanoTime();
        double executionTimeExtracted = (endExtracted - startExtracted) / 1e9; // 转换为秒
        System.out.println("extracted 方法执行时间: " + executionTimeExtracted + " 秒");
        long startFindPairs = System.nanoTime();
        findProfitablePairs(mexcList, gateList, bitgetList, kucoinList); // 请确保这些变量有定义和赋值
        long endFindPairs = System.nanoTime();
        double executionTimeFindPairs = (endFindPairs - startFindPairs) / 1e9; // 转换为秒
        System.out.println("findProfitablePairs 方法执行时间: " + executionTimeFindPairs + " 秒");
    }
    public void scheduler(){
websocketSerivce/src/main/java/org/example/websocket/server/WsServer.java
@@ -214,11 +214,9 @@
                    .collect(Collectors.toList());
        }
        //价差
        if(wsBo.getSpread() > 0){
            redisValueMap = redisValueMap.stream()
                    .filter(data -> Double.parseDouble(data.getSpread()) >= wsBo.getSpread())
                    .collect(Collectors.toList());
        }
        redisValueMap = redisValueMap.stream()
                .filter(data -> Double.parseDouble(data.getSpread()) >= wsBo.getSpread())
                .collect(Collectors.toList());
        //最低金额
        if(null !=  wsBo.getMinAmount()){
            redisValueMap = redisValueMap.stream()
@@ -271,9 +269,39 @@
        Collections.sort(marketDataList, new Comparator<MarketDataOut>() {
            @Override
            public int compare(MarketDataOut a, MarketDataOut b) {
                // 将买入总价和卖出总价转换为 BigDecimal
                BigDecimal buyTotalPriceA = new BigDecimal(a.getBuyTotalPrice());
                BigDecimal buyTotalPriceB = new BigDecimal(b.getBuyTotalPrice());
                BigDecimal sellTotalPriceA = new BigDecimal(a.getSellTotalPrice());
                BigDecimal sellTotalPriceB = new BigDecimal(b.getSellTotalPrice());
                BigDecimal spreadA = new BigDecimal(a.getSpread());
                BigDecimal spreadB = new BigDecimal(b.getSpread());
                return spreadB.compareTo(spreadA);
                // 检查 a 和 b 的买入总价或卖出总价是否大于 1000
                boolean aBuyOrSellAbove1000 = buyTotalPriceA.compareTo(new BigDecimal("1000")) > 0 || sellTotalPriceA.compareTo(new BigDecimal("1000")) > 0;
                boolean bBuyOrSellAbove1000 = buyTotalPriceB.compareTo(new BigDecimal("1000")) > 0 || sellTotalPriceB.compareTo(new BigDecimal("1000")) > 0;
                if (aBuyOrSellAbove1000 && !bBuyOrSellAbove1000) {
                    return -1; // a 应排在 b 前面
                } else if (!aBuyOrSellAbove1000 && bBuyOrSellAbove1000) {
                    return 1; // b 应排在 a 前面
                } else {
                    // a 和 b 都大于 1000 或都小于等于 1000
                    // 先按照 spread 的降序排列
                    int spreadComparison = spreadB.compareTo(spreadA);
                    if (spreadComparison != 0) {
                        return spreadComparison; // 先按照 spread 排序
                    } else {
                        // 如果 spread 相同,再按照买入总价或卖出总价的升序排列
                        if (aBuyOrSellAbove1000) {
                            // 对于买入总价或卖出总价大于 1000 的记录
                            return buyTotalPriceA.compareTo(buyTotalPriceB); // 按照买入总价升序排序
                        } else {
                            // 对于买入总价或卖出总价小于等于 1000 的记录
                            return buyTotalPriceA.compareTo(buyTotalPriceB); // 可以选择卖出总价或买入总价的升序排序
                        }
                    }
                }
            }
        });
    }
websocketSerivce/src/main/resources/application.properties
@@ -1,6 +1,6 @@
XDB_PATH=/www/wwwroot/csdn-ip2region.xdb
#XDB_PATH=F:/project/marketData/websocketSerivce/src/main/resources/ip/csdn-ip2region.xdb
#XDB_PATH=/www/wwwroot/csdn-ip2region.xdb
XDB_PATH=F:/project/marketData/websocketSerivce/src/main/resources/ip/csdn-ip2region.xdb
redis1.ip=localhost
redis1.port=6379