From 12ecef99059f411e802c6fbc6f9a641c422b1747 Mon Sep 17 00:00:00 2001
From: Crunchy <3114200645@qq.com>
Date: 星期六, 03 八月 2024 22:34:20 +0800
Subject: [PATCH] 数采bug修复

---
 cnas-server/src/main/java/com/yuanchu/mom/utils/DataAcquisition.java |  547 ++++++++++++++++++++++++++++++++++++++++++++----------
 1 files changed, 445 insertions(+), 102 deletions(-)

diff --git a/cnas-server/src/main/java/com/yuanchu/mom/utils/DataAcquisition.java b/cnas-server/src/main/java/com/yuanchu/mom/utils/DataAcquisition.java
index 87b261b..b143832 100644
--- a/cnas-server/src/main/java/com/yuanchu/mom/utils/DataAcquisition.java
+++ b/cnas-server/src/main/java/com/yuanchu/mom/utils/DataAcquisition.java
@@ -10,8 +10,12 @@
 import com.yuanchu.mom.pojo.DataConfig;
 import com.yuanchu.mom.pojo.Device;
 
+import javax.script.ScriptEngine;
+import javax.script.ScriptEngineManager;
 import javax.servlet.http.HttpServletRequest;
+import java.math.BigDecimal;
 import java.util.*;
+import java.util.concurrent.atomic.AtomicInteger;
 import java.util.regex.Matcher;
 import java.util.regex.Pattern;
 import java.util.stream.Collectors;
@@ -27,16 +31,31 @@
     private static final String splitIdentifier = "@-@"; // 鑷畾涔夊敮涓�鏍囪瘑鍒嗗壊绗�
 
     public static final String frequency = "frequency";
+
     /**
      * 鏁伴噰鍏ュ彛
      *
-     * @param request
      * @param dataConfig
      * @param device
      * @return
      */
-    public static Map<String, String> dataAcquisitionEntrance(HttpServletRequest request, List<DataConfig> dataConfig, Device device, String entrustCode, String sampleCode, String ip) {
-        String http = HTTP + ip + GETFILE + "?filePath=" + device.getCollectUrl() + "&fileExtension=" + device.getFileType();
+    public static Map<String, Object> dataAcquisitionEntrance(List<DataConfig> dataConfig, Device device, String entrustCode, String sampleCode, String ip) {
+        /**
+         * filePath 鏂囦欢閲囬泦璺緞
+         * fileExtension 鏂囦欢鍚庣紑
+         * entrustCode 濮旀墭缂栧彿
+         * sampleCode 鏍峰搧缂栧彿
+         * mdbEntrustCode mdb鏂囦欢闇�瑕侊細濮旀墭缂栧彿瀛楁 涓轰粈涔堟病鏈夊幓杩欎釜mdb鍓嶇紑鍛紵鍥犱负宸茬粡缁欏鎴风殑閮ㄥ垎鐢佃剳涓婂畨瑁呬簡閲囬泦鍣紝鑰岀敤鎴蜂笉鎺ュ彈閲嶆柊瀹夎閲囬泦鍣紝鎵�浠ュ氨娌℃湁鍘婚櫎
+         * mdbSampleCode mdb鏂囦欢闇�瑕侊細鏍峰搧缂栧彿瀛楁
+         */
+        String http = HTTP + ip + GETFILE +
+                "?filePath=" + device.getCollectUrl() +
+                "&fileExtension=" + device.getFileType() +
+                "&entrustCode=" + entrustCode +
+                "&sampleCode=" + sampleCode +
+                "&mdbEntrustCode=" + device.getEntrustCode() +
+                "&mdbSampleCode=" + device.getSampleCode() +
+                "&dbFileName=" + device.getDbFileName();
         String result = null;
         try {
             result = HttpUtil.get(http);
@@ -46,37 +65,40 @@
         JSONObject jsonObject = JSON.parseObject(result);
         if (Objects.equals(jsonObject.get("code"), 1)) {
             if (ObjectUtils.isEmpty(jsonObject.get("msg"))) {
-                throw new ErrorException("鏈煡璇㈠埌鏁版嵁锛屽彲鑳芥枃浠惰矾寰勯厤缃敊璇紒");
+                throw new ErrorException("鏈煡璇㈠埌鏂囦欢锛佸彲鑳借璺緞锛�" + device.getCollectUrl() + "锛変笅骞舵病鏈夋墍闇�(" + device.getFileType() +")鏂囦欢锛�");
             } else {
-                System.out.println(jsonObject);
-                throw new ErrorException("鏈煡閿欒锛岃鑱旂郴绠$悊鍛橈紒");
+                throw new ErrorException(jsonObject.get("msg") + "");
             }
         } else {
-            String data = jsonObject.get("data").toString();
+            String data = jsonObject.get("data") + "";
             // 鑰冭檻鍒颁竴涓娴嬮」鍙兘浼氬瓨鍦ㄥ涓暟閲囬厤缃紝鎵�浠ラ渶瑕佽繘琛屽垎缁�
-            Map<String, List<DataConfig>> userMap = dataConfig.stream().collect(Collectors.groupingBy(DataConfig::getInsProductItem));
-            Map<String, String> map;
+            Map<String, List<DataConfig>> userMap = dataConfig.stream()
+                    .peek(i -> i.setInsProductItem(
+                            i.getInspectionItem().equals(i.getInspectionItemSubclass()) ? i.getInspectionItem() + "," : i.getInspectionItem() + "," + i.getInspectionItemSubclass()
+                    ))
+                    .collect(Collectors.groupingBy(DataConfig::getInsProductItem));
+            Map<String, Object> map;
             switch (device.getFileType()) {
                 case ".docx":
-                    map = analysisString(data, userMap);
+                    map = analysisString(data, userMap, device, entrustCode, sampleCode);
                     break;
                 case ".xlsx":
-                    map = analysisList(data, userMap);
+                    map = analysisList(data, userMap, device, entrustCode, sampleCode);
                     break;
                 case ".txt":
-                    map = analysisTxt(data, userMap);
+                    map = analysisTxt(data, userMap, device, entrustCode, sampleCode);
                     break;
                 case ".csv":
-                    map = analysisList(data, userMap);
+                    map = analysisList(data, userMap, device, entrustCode, sampleCode);
                     break;
                 case ".mdb":
-                    map = analysisMdb(data, userMap, entrustCode, sampleCode);
+                    map = analysisMdb(data, userMap, device);
                     break;
                 case ".db":
-                    map = analysisDb(data, userMap);
+                    map = analysisDb(data, userMap, device);
                     break;
                 case ".png":
-                    map = readPngString(data, userMap);
+                    map = readPngString(data, userMap, device);
                     break;
                 default:
                     map = null;
@@ -85,22 +107,45 @@
             // 濡傛灉瀛樺湪瀛樺偍鍦板潃锛屽垯绉诲姩鍦板潃
             if (ObjectUtils.isNotEmpty(device.getStorageUrl())) {
                 String s = HTTP + ip + MOVEFILE + "?startFilePath=" + device.getCollectUrl() + "&endFilePath=" + device.getStorageUrl() + "&fileType=" + device.getFileType();
-                String storageUrlResult = HttpUtil.get(s);
-                JSONObject storageUrlResultJson = JSON.parseObject(storageUrlResult);
-                if (Objects.equals(storageUrlResultJson.get("code"), 0)) {
-                    if (ObjectUtils.isEmpty(storageUrlResultJson.get("msg"))) {
-                        throw new ErrorException("瀛樺偍鍦板潃閿欒锛屽彲鑳芥枃浠惰矾寰勯厤缃敊璇紒");
-                    } else {
-                        throw new ErrorException("鏈煡閿欒锛岃鑱旂郴绠$悊鍛橈紒");
-                    }
-                }
+                HttpUtil.get(s);
             }
             return map;
         }
     }
 
-    public static String createFrequency(String entrustCode, String sampleCode) {
-        String key = frequency + ":" + entrustCode + ":" + sampleCode;
+    public static Map<String, Object> createFrequency(String entrustCode, String sampleCode, Map<String, Object> map) {
+        HashSet<String> set = new HashSet<>();
+        map.forEach((key, value) -> {
+            String[] split = key.split(",");
+            String inspectionItem = split[0];
+            // 鍙鏈変竴涓笉涓虹┖灏眘et杩涘幓
+            if (ObjectUtils.isNotEmpty(value)) {
+                set.add(inspectionItem);
+            }
+        });
+        Map<String, Object> result = new HashMap<>();
+        for (String inspectionItemKey : set) {
+            Map<String, Object> hashMap = new HashMap<>();
+            map.forEach((key, value) -> {
+                String[] split = key.split(",");
+                String inspectionItem = split[0];
+                if (inspectionItemKey.equals(inspectionItem)) {
+                    if (split.length > 1) {
+                        hashMap.put(split[1], value);
+                    } else {
+                        hashMap.put(split[0], value);
+                    }
+                }
+            });
+            String frequency = createKey(entrustCode, sampleCode, inspectionItemKey);
+            hashMap.put("frequency", frequency);
+            result.put(inspectionItemKey, hashMap);
+        }
+        return result;
+    }
+
+    public static String createKey(String entrustCode, String sampleCode, String inspectionItemKey) {
+        String key = frequency + ":" + entrustCode + ":" + sampleCode + ":" + inspectionItemKey;
         boolean b = RedisUtil.hasKey(key);
         String frequencyValue;
         if (b) {
@@ -120,80 +165,104 @@
      * @param dataConfig
      * @return
      */
-    private static Map<String, String> analysisDb(String data, Map<String, List<DataConfig>> dataConfig) {
+    private static Map<String, Object> analysisDb(String data, Map<String, List<DataConfig>> dataConfig, Device device) {
         JSONObject jsonObject = JSON.parseObject(data);
+        Map<String, Object> map = new HashMap<>();
+        if (jsonObject.isEmpty()) {
+            return map;
+        }
         JSONArray dataList = JSONArray.parseArray(jsonObject.get("data").toString());
-        JSONArray columnList = JSONArray.parseArray(jsonObject.get("column").toString());
-        Map<String, String> map = new HashMap<>();
         dataConfig.forEach((k, v) -> {
+            AtomicInteger numberOfDataEntries = new AtomicInteger();
             List<Object> list = new ArrayList<>();
             for (int config = 0; config < v.size(); config++) {
-                String referx = getRefer(v.get(config).getReferx());
-                int x = getXOrY(v.get(config).getX(), k, "X");
-                int y = getXOrY(v.get(config).getY(), k, "Y");
-                String key = "";
-                for (int i = 0; i < columnList.size(); i++) {
-                    if (columnList.get(i).equals(referx)) {
-                        key = columnList.get(i + x).toString();
+                String refery = getRefer(v.get(config).getRefery());
+                for (int i = 0; i < dataList.size(); i++) {
+                    JSONObject jsonObject1 = JSON.parseObject(dataList.get(i).toString());
+                    Object o = jsonObject1.get(refery);
+                    if (ObjectUtils.isNotEmpty(o)) {
+                        numberOfDataEntries.addAndGet(1);
+                        // 灏忔暟鐐硅繘涓変綅
+                        double v1 = 0;
+                        try {
+                            v1 = Double.parseDouble(o.toString());
+                            double v2 = v1 / 1000;
+                            list.add(v2);
+                        } catch (NumberFormatException e) {
+                            list.add(o);
+                        }
                     }
-                }
-                JSONObject jsonObject1 = JSON.parseObject(dataList.get(y).toString());
-                Object o = jsonObject1.get(key);
-                if (ObjectUtils.isNotEmpty(o)) {
-                    // 灏忔暟鐐硅繘涓変綅
-                    double v1 = 0;
-                    try {
-                        v1 = Double.parseDouble(o.toString());
-                        double v2 = v1 / 1000;
-                        list.add(v2);
-                    } catch (NumberFormatException e) {
-                        list.add(o);
-                    }
-
                 }
             }
+            // 鎷兼帴鏁伴噰閰嶇疆
+            List<Object> result = new ArrayList<>();
+            for (int i = 0; i < numberOfDataEntries.get(); i++) {
+                String aggregate = "";
+                for (int j = 0; j < v.size(); j++) {
+                    int index;
+                    if (j == 0) {
+                        index = i;
+                    } else {
+                        index = numberOfDataEntries.get() + i;
+                    }
+                    aggregate += list.get(index).toString() + ",";
+                }
+                int lastIndex = aggregate.lastIndexOf(",");
+                String substring = aggregate.substring(0, lastIndex);
+                result.add(substring);
+            }
             // 杩涜鍏紡璁$畻
-            String resultValue = calculationFormula(list, v.get(0), k);
+            Object resultValue = calculationFormula(result, v.get(0), k, device);
             map.put(k, resultValue);
         });
         return map;
     }
 
     /**
-     * 闇�瑕侀�氳繃X,Y杞村畾浣�
-     *
      * @param data
      * @param dataConfig
      * @return
      */
-    private static Map<String, String> analysisMdb(String data, Map<String, List<DataConfig>> dataConfig, String entrustCode, String sampleCode) {
+    private static Map<String, Object> analysisMdb(String data, Map<String, List<DataConfig>> dataConfig, Device device) {
         JSONObject jsonObject = JSON.parseObject(data);
+        Map<String, Object> map = new HashMap<>();
+        if (jsonObject.isEmpty()) {
+            return map;
+        }
         JSONArray dataList = JSONArray.parseArray(jsonObject.get("data").toString());
-        JSONArray columnList = JSONArray.parseArray(jsonObject.get("column").toString());
-        Map<String, String> map = new HashMap<>();
         dataConfig.forEach((k, v) -> {
+            AtomicInteger numberOfDataEntries = new AtomicInteger();
             List<Object> list = new ArrayList<>();
             for (int config = 0; config < v.size(); config++) {
-                String referx = getRefer(v.get(config).getReferx());
-                int x = getXOrY(v.get(config).getX(), k, "X");
-                String key = "";
-                for (int i = 0; i < columnList.size(); i++) {
-                    if (columnList.get(i).equals(referx)) {
-                        key = columnList.get(i + x).toString();
-                    }
-                }
+                String refery = getRefer(v.get(config).getRefery());
                 for (int i = 0; i < dataList.size(); i++) {
                     JSONObject jsonObject1 = JSON.parseObject(dataList.get(i).toString());
-                    if (entrustCode.equals(jsonObject1.get("OrderNumber")) && sampleCode.equals(jsonObject1.get("SampleNumber"))) {
-                        Object o = jsonObject1.get(key);
-                        if (ObjectUtils.isNotEmpty(o)) {
-                            list.add(o);
-                        }
+                    Object o = jsonObject1.get(refery);
+                    if (ObjectUtils.isNotEmpty(o)) {
+                        numberOfDataEntries.addAndGet(1);
+                        list.add(o);
                     }
                 }
             }
+            // 鎷兼帴鏁伴噰閰嶇疆
+            List<Object> result = new ArrayList<>();
+            for (int i = 0; i < numberOfDataEntries.get(); i++) {
+                String aggregate = "";
+                for (int j = 0; j < v.size(); j++) {
+                    int index;
+                    if (j == 0) {
+                        index = i;
+                    } else {
+                        index = numberOfDataEntries.get() + i;
+                    }
+                    aggregate += list.get(index).toString() + ",";
+                }
+                int lastIndex = aggregate.lastIndexOf(",");
+                String substring = aggregate.substring(0, lastIndex);
+                result.add(substring);
+            }
             // 杩涜鍏紡璁$畻
-            String resultValue = calculationFormula(list, v.get(0), k);
+            Object resultValue = calculationFormula(result, v.get(0), k, device);
             map.put(k, resultValue);
         });
         return map;
@@ -208,8 +277,8 @@
      * @param dataConfig 鐢ㄦ埛閰嶇疆濂界殑x,y杞村畾浣嶆暟鎹笌鍙傜収鐗�
      * @return
      */
-    private static Map<String, String> readPngString(String data, Map<String, List<DataConfig>> dataConfig) {
-        Map<String, String> map = new HashMap<>();
+    private static Map<String, Object> readPngString(String data, Map<String, List<DataConfig>> dataConfig, Device device) {
+        Map<String, Object> map = new HashMap<>();
         dataConfig.forEach((k, v) -> {
             List<Object> list = new ArrayList<>();
             for (int config = 0; config < v.size(); config++) {
@@ -238,7 +307,7 @@
                 }
             }
             // 杩涜鍏紡璁$畻
-            String resultValue = calculationFormula(list, v.get(0), k);
+            Object resultValue = calculationFormula(list, v.get(0), k, device);
             map.put(k, resultValue);
         });
         return map;
@@ -251,23 +320,37 @@
      * @param dataConfig 瀛樺偍鍏紡鐨勫璞�
      * @return
      */
-    private static String calculationFormula(List<Object> list, DataConfig dataConfig, String insProductItem) {
+    private static Object calculationFormula(List<Object> list, DataConfig dataConfig, String insProductItem, Device device) {
         if (list.size() == 0) {
             return null;
         }
+        ArrayList<Object> listResult = new ArrayList<>();
+        Map<String, Object> hashMap = new HashMap<>();
         // 濡傛灉涓嶄负绌猴紝杩涜鍏紡璁$畻
         if (ObjectUtils.isNotEmpty(dataConfig.getFormula())) {
-
-            return null;
             // 鍚﹀垯锛氭病鏈夊叕寮忎唬琛ㄤ笉闇�瑕佽绠楋紝鐩存帴鎻愬彇List閲岄潰鐨勬暟鎹�
-        } else {
-            // 杩欓噷鍙細鍙栧垪琛ㄧ涓�涓暟鎹�
-            if (list.size() > 1) {
-                throw new ErrorException("鏈粰锛�" + insProductItem + " 閰嶇疆鍏紡锛屽彲鏄嵈閲囬泦鍒颁簡" + list.size() + "涓�硷紒鍒嗗埆涓猴細" + list);
+            if (ObjectUtils.isEmpty(device.getEntrustCode()) && ObjectUtils.isEmpty(device.getSampleCode())) {
+                String s = calculationFormulaList(list, dataConfig.getFormula());
+                listResult.add(s);
             } else {
-                return list.get(0).toString();
+                list.forEach(i -> {
+                    List<Object> strings = Arrays.asList(i.toString().split(","));
+                    String s = calculationFormulaList(strings, dataConfig.getFormula());
+                    listResult.add(s);
+                });
             }
+        } else {
+            listResult.addAll(list);
         }
+        // 涓轰簡缁欏墠绔仛鏁版嵁鍖哄垎
+        if (listResult.size() > 1) {
+            hashMap.put("result", listResult);
+        } else {
+            hashMap.put("result", listResult.get(0).toString());
+        }
+        hashMap.put("equipName", device.getDeviceName());
+        hashMap.put("equipValue", device.getManagementNumber());
+        return hashMap;
     }
 
     /**
@@ -277,12 +360,20 @@
      * @param dataConfig 鐢ㄦ埛閰嶇疆濂界殑x,y杞村畾浣嶆暟鎹笌鍙傜収鐗�
      * @return
      */
-    private static Map<String, String> analysisTxt(String data, Map<String, List<DataConfig>> dataConfig) {
-        Map<String, String> map = new HashMap<>();
+    private static Map<String, Object> analysisTxt(String data, Map<String, List<DataConfig>> dataConfig,
+                                                   Device device, String entrustCode, String sampleCode) {
+        Map<String, Object> map = new HashMap<>();
         dataConfig.forEach((k, v) -> {
-            List<Object> list = analyzeData(data, v, k, ",");
+            List<Object> list = new ArrayList<>();
+            // 濮旀墭缂栧彿涓庢牱鍝佺紪鍙蜂笉瀛樺湪锛屽畾锛�1銆乊瀹氳寖鍥达紝X瀹氭í鍧愭爣锛�2銆佸彧瀛樺湪Y锛�3銆佸彧瀛樺湪X
+            if (ObjectUtils.isEmpty(device.getEntrustCode()) && ObjectUtils.isEmpty(device.getSampleCode())) {
+                list = analyzeData(data, v, k, ",");
+                // 濮旀墭缂栧彿涓庢牱鍝佺紪鍙峰瓨鍦�
+            } else if (ObjectUtils.isNotEmpty(device.getEntrustCode()) && ObjectUtils.isNotEmpty(device.getSampleCode())) {
+                list = analyzeDataEntrustCodAndSampleCode(data, v, k, ",", device, entrustCode, sampleCode);
+            }
             // 杩涜鍏紡璁$畻
-            String resultValue = calculationFormula(list, v.get(0), k);
+            Object resultValue = calculationFormula(list, v.get(0), k, device);
             map.put(k, resultValue);
         });
         return map;
@@ -293,16 +384,24 @@
      * @param dataConfig 鐢ㄦ埛閰嶇疆濂界殑x,y杞村畾浣嶆暟鎹笌鍙傜収鐗�
      * @return
      */
-    private static Map<String, String> analysisString(String data, Map<String, List<DataConfig>> dataConfig) {
+    private static Map<String, Object> analysisString(String data, Map<String, List<DataConfig>> dataConfig, Device device,
+                                                      String entrustCode, String sampleCode) {
         String processingDataAfterSpaces = data
                 .replaceAll("  +", splitIdentifier)
                 .replaceAll("\r", "")
                 .replaceAll(" ", "");
-        Map<String, String> map = new HashMap<>();
+        Map<String, Object> map = new HashMap<>();
         dataConfig.forEach((k, v) -> {
-            List<Object> list = analyzeData(processingDataAfterSpaces, v, k, splitIdentifier);
+            List<Object> list = new ArrayList<>();
+            // 濮旀墭缂栧彿涓庢牱鍝佺紪鍙蜂笉瀛樺湪锛屽畾锛�1銆乊瀹氳寖鍥达紝X瀹氭í鍧愭爣锛�2銆佸彧瀛樺湪Y锛�3銆佸彧瀛樺湪X
+            if (ObjectUtils.isEmpty(device.getEntrustCode()) && ObjectUtils.isEmpty(device.getSampleCode())) {
+                list = analyzeData(processingDataAfterSpaces, v, k, splitIdentifier);
+                // 濮旀墭缂栧彿涓庢牱鍝佺紪鍙峰瓨鍦�
+            } else if (ObjectUtils.isNotEmpty(device.getEntrustCode()) && ObjectUtils.isNotEmpty(device.getSampleCode())) {
+                list = analyzeDataEntrustCodAndSampleCode(processingDataAfterSpaces, v, k, splitIdentifier, device, entrustCode, sampleCode);
+            }
             // 杩涜鍏紡璁$畻
-            String resultValue = calculationFormula(list, v.get(0), k);
+            Object resultValue = calculationFormula(list, v.get(0), k, device);
             map.put(k, resultValue);
         });
         return map;
@@ -315,16 +414,95 @@
      * @param dataConfig 鐢ㄦ埛閰嶇疆濂界殑x,y杞村畾浣嶆暟鎹笌鍙傜収鐗�
      * @return
      */
-    public static Map<String, String> analysisList(String data, Map<String, List<DataConfig>> dataConfig) {
-        Map<String, String> map = new HashMap<>();
+    public static Map<String, Object> analysisList(String data, Map<String, List<DataConfig>> dataConfig,
+                                                   Device device, String entrustCode, String sampleCode) {
+        Map<String, Object> map = new HashMap<>();
         dataConfig.forEach((k, v) -> {
-            // 鐢ㄦ埛鍙兘缁欎竴涓瓙椤圭洰閰嶇疆浜嗗涓厤缃紝鍗充竴涓」鐩彇澶氫釜鍊硷紝鎵�浠ラ渶瑕佸惊鐜�
-            List<Object> list = analyzeData(data, v, k, splitIdentifier);
+            List<Object> list = new ArrayList<>();
+            // 濮旀墭缂栧彿涓庢牱鍝佺紪鍙蜂笉瀛樺湪锛屽畾锛�1銆乊瀹氳寖鍥达紝X瀹氭í鍧愭爣锛�2銆佸彧瀛樺湪Y锛�3銆佸彧瀛樺湪X
+            if (ObjectUtils.isEmpty(device.getEntrustCode()) && ObjectUtils.isEmpty(device.getSampleCode())) {
+                list = analyzeData(data, v, k, splitIdentifier);
+                // 濮旀墭缂栧彿涓庢牱鍝佺紪鍙峰瓨鍦�
+            } else if (ObjectUtils.isNotEmpty(device.getEntrustCode()) && ObjectUtils.isNotEmpty(device.getSampleCode())) {
+                list = analyzeDataEntrustCodAndSampleCode(data, v, k, splitIdentifier, device, entrustCode, sampleCode);
+            }
             // 杩涜鍏紡璁$畻
-            String resultValue = calculationFormula(list, v.get(0), k);
+            Object resultValue = calculationFormula(list, v.get(0), k, device);
             map.put(k, resultValue);
         });
         return map;
+    }
+
+    private static List<Object> analyzeDataEntrustCodAndSampleCode(String data, List<DataConfig> v, String k, String splitIdentifier,
+                                                                   Device device, String entrustCodeValue, String sampleCodeValue) {
+        entrustCodeValue = entrustCodeValue.replaceAll(" ", "");
+        sampleCodeValue = sampleCodeValue.replaceAll(" ", "");
+        // 鏈�缁堢粨鏋�
+        List<Object> list = new ArrayList<>();
+        int numberOfDataEntries = 0;
+        // 鍙杄ntrustCode涓巗ampleCode鎵�鍦ㄤ綅
+        for (int config = 0; config < v.size(); config++) {
+            numberOfDataEntries = 0;
+            Integer entrustCodeY = null;
+            Integer sampleCodeY = null;
+            Integer referYCoordinate = null;
+            String refery = getRefer(v.get(config).getRefery());
+            String entrustCode = getRefer(device.getEntrustCode()); // 濮旀墭缂栧彿瀛楁
+            String sampleCode = getRefer(device.getSampleCode()); // 鏍峰搧缂栧彿瀛楁
+            if (ObjectUtils.isEmpty(refery)) {
+                continue;
+            }
+            // 鍘婚櫎鎵�鏈夌殑绌烘牸锛岄�氳繃\n灏嗗瓧绗︿覆鍒嗗壊涓鸿
+            String[] aColumnY = data.replaceAll(" ", "").split("\n");
+            for (int i = 0; i < aColumnY.length; i++) {
+                // 濡傛灉閫氳繃鍒ゆ柇锛屽畾浣嶅埌Y杞�
+                if (aColumnY[i].contains(entrustCode) && aColumnY[i].contains(sampleCode)) {
+                    String[] aLine = aColumnY[i].split(splitIdentifier);
+                    for (int j = 0; j < aLine.length; j++) {
+                        if (aLine[j].contains(entrustCode)) {
+                            entrustCodeY = j;
+                        }
+                        if (aLine[j].contains(sampleCode) ) {
+                            sampleCodeY = j;
+                        }
+                        if (aLine[j].contains(refery)) {
+                            referYCoordinate = j;
+                        }
+                    }
+                }
+                if (ObjectUtils.isNotEmpty(entrustCodeY) && ObjectUtils.isNotEmpty(sampleCodeY) && ObjectUtils.isNotEmpty(referYCoordinate)) {
+                    String[] aLine = aColumnY[i].split(splitIdentifier);
+                    try {
+                        if (aLine[entrustCodeY].contains(entrustCodeValue) && aLine[sampleCodeY].contains(sampleCodeValue)) {
+                            String result = aLine[referYCoordinate];
+                            // 闃叉璁$畻鍏紡鐨勬椂鍊欏嚭鐜帮細[null] 杩欑鏁版嵁
+                            if (ObjectUtils.isNotEmpty(result)) {
+                                numberOfDataEntries += 1;
+                                list.add(result);
+                            }
+                        }
+                    } catch (Exception e) {}
+                }
+            }
+        }
+        // 鎷兼帴鏁伴噰閰嶇疆
+        List<Object> result = new ArrayList<>();
+        for (int i = 0; i < numberOfDataEntries; i++) {
+            String aggregate = "";
+            for (int j = 0; j < v.size(); j++) {
+                int index;
+                if (j == 0) {
+                    index = i;
+                } else {
+                    index = numberOfDataEntries + i;
+                }
+                aggregate += list.get(index).toString() + ",";
+            }
+            int lastIndex = aggregate.lastIndexOf(",");
+            String substring = aggregate.substring(0, lastIndex);
+            result.add(substring);
+        }
+        return result;
     }
 
     // 鐢变簬鍦ㄦ柟娉曚腑浼氬ぇ閲忕殑鍒ゆ柇锛屾墍浠ュ仛涓�涓柟娉�
@@ -341,12 +519,24 @@
         return ObjectUtils.isNotEmpty(refer) ? refer.replaceAll(" ", "") : "";
     }
 
+    /**
+     * 濮旀墭缂栧彿涓庢牱鍝佺紪鍙烽兘涓虹┖鎵ц
+     *
+     * @param data
+     * @param v
+     * @param k
+     * @param split
+     * @return
+     */
     public static List<Object> analyzeData(String data, List<DataConfig> v, String k, String split) {
         List<Object> list = new ArrayList<>();
         for (int config = 0; config < v.size(); config++) {
             // 鍙栦袱涓敤鎴烽厤缃殑鍙傜収鐗�
             String referx = getRefer(v.get(config).getReferx());
             String refery = getRefer(v.get(config).getRefery());
+            if (ObjectUtils.isEmpty(refery) && ObjectUtils.isEmpty(referx)) {
+                continue;
+            }
             // 鏈�缁堢粨鏋�
             String result = null;
             // 閫氳繃\n灏嗗瓧绗︿覆鍒嗗壊涓鸿
@@ -354,10 +544,30 @@
             Integer end = null;
             // 閲囬泦鏁版嵁锛歒杞�
             for (int i = 0; i < aColumnY.length; i++) {
-                // 鍙杧鐨勫�硷紝闃叉鎶ラ敊
-                int x = getXOrY(v.get(config).getX(), k, "X");
-                // 濡傛灉Y涓嶺鐢ㄦ埛閮介厤缃簡鍒欐墽琛�
-                if (ObjectUtils.isNotEmpty(refery)) {
+                // 濡傛灉Y鍙傜収涓嶄负绌轰笌X鍙傜収涓虹┖鍒欐墽琛岋紝鍚屾椂璇ヨ鍖呭惈Y鍙傜収
+                if (ObjectUtils.isNotEmpty(refery) && ObjectUtils.isEmpty(referx) && aColumnY[i].contains(refery)) {
+                    // 鍙朰鍧愭爣鍊�
+                    int y = getXOrY(v.get(config).getY(), k, "Y");
+                    String[] aLineX = aColumnY[i].split(split);
+                    for (int j = 0; j < aLineX.length; j++) {
+                        if (aLineX[j].contains(refery)) {
+                            String[] split1 = new String[0];
+                            try {
+                                split1 = aColumnY[i + y].split(split);
+                            } catch (Exception e) {
+                                throw new ErrorException(k + "锛歒杞村畾浣嶈秴鍑猴紒");
+                            }
+                            try {
+                                result = split1[j];
+                            } catch (Exception e) {
+                                throw new ErrorException(k + "锛歑杞村畾浣嶈秴鍑猴紒");
+                            }
+                        }
+                    }
+                    // 濡傛灉Y鍙傜収涓嶄负绌轰笌X鍙傜収涓嶄负绌哄垯鎵ц,姝ゅY瀹氬尯鍩�
+                } else if (ObjectUtils.isNotEmpty(refery) && ObjectUtils.isNotEmpty(referx)) {
+                    // 鍙杧鐨勫�硷紝闃叉鎶ラ敊
+                    int x = getXOrY(v.get(config).getX(), k, "X");
                     // 鍙朰鍧愭爣鍊�
                     int y = getXOrY(v.get(config).getY(), k, "Y");
                     // 缂撳瓨Y鐨勭粨鏉熷��
@@ -378,9 +588,11 @@
                             }
                         }
                     }
-                    // 濡傛灉鍙厤缃簡X锛屽垯鎵ц涓嬮潰鐨勪唬鐮�
+                    // 濡傛灉X鍙傜収涓嶄负绌哄悓鏃惰琛屽寘鍚玐鍙傜収锛屽垯鎵ц涓嬮潰鐨勪唬鐮�
                 } else if (aColumnY[i].contains(referx) && ObjectUtils.isEmpty(refery)) {
                     String[] aLineX = aColumnY[i].split(split);
+                    // 鍙杧鐨勫�硷紝闃叉鎶ラ敊
+                    int x = getXOrY(v.get(config).getX(), k, "X");
                     for (int j = 0; j < aLineX.length; j++) {
                         if (aLineX[j].contains(referx)) {
                             try {
@@ -403,14 +615,145 @@
 
     public static String getFormatProcessing(String value) {
         value = value.replaceAll("%", "");
-        if(value.contains("=")){
+        if (value.contains("=")) {
             String[] split = value.split("=");
             return split[split.length - 1];
-        } else if(value.contains(":")) {
+        } else if (value.contains(":")) {
             String[] split = value.split(":");
             return split[split.length - 1];
         } else {
             return value;
         }
     }
+
+    public static String getIp(HttpServletRequest request) {
+        String ipAddress = request.getRemoteAddr();
+        // 闃叉鍥炵幆鍦板潃鍙樹负IPv6
+        return ipAddress.equals("0:0:0:0:0:0:0:1") ? "127.0.0.1" : ipAddress;
+    }
+
+    public static String calculationFormulaList(List<Object> list, String formula) {
+        //棣栧厛灏唋ist杞崲涓篵igdecmic
+        List<BigDecimal> bigDecimalList = list.stream()
+                .map(obj -> {
+                    return new BigDecimal((obj).toString());
+                }).collect(Collectors.toList());
+        System.out.println(bigDecimalList);
+
+        //灏嗕腑鏂囩殑(杞崲鑻辨枃鐨�())
+        formula = formula.replace("锛�", "(")
+                .replace("锛�", ")")
+                .replace("锛�", ",");
+        //鐒跺悗鎻愬彇鍏紡
+        String strs = formula.substring(0, formula.indexOf("("));
+        String upperStr = strs.toUpperCase();
+        if (upperStr.matches(".*\\d.*")) {
+            upperStr = "";
+        }
+        System.out.println(upperStr);
+        //鐒跺悗鑾峰彇鏈�澶栭潰鎷彿閲岄潰鐨勫��,鍐嶆牴鎹�","鍒嗗壊
+        int start = formula.indexOf("(");
+        int end = -1;
+        int a = 0;
+        for (int i = start; i < formula.length(); i++) {
+            char c = formula.charAt(i);
+            if (c == '(') {
+                a++;
+            } else if (c == ')') {
+                a--;
+                if (a == 0) {
+                    end = i;
+                }
+            }
+        }
+        if (start == -1 || end == -1) {
+            throw new ErrorException("鍏紡鎷彿涓嶅尮閰�: " + formula);
+        }
+
+        String argumentsStr = formula.substring(start + 1, end);
+        List<String> arguments = new ArrayList<>();
+        int bracketCount = 0;
+        StringBuilder currentArgument = new StringBuilder();
+        for (char c : argumentsStr.toCharArray()) {
+            if (c == ',' && bracketCount == 0) {
+                arguments.add(currentArgument.toString());
+                currentArgument.setLength(0);
+            } else {
+                if (c == '(') bracketCount++;
+                if (c == ')') bracketCount--;
+                currentArgument.append(c);
+            }
+        }
+        arguments.add(currentArgument.toString());
+        String[] bracketStrs = arguments.toArray(new String[0]);
+        List<BigDecimal> results = new ArrayList<>();
+        for (String expr : bracketStrs) {
+            System.out.println("鏇挎崲鍓�" + expr);
+            Pattern pattern = Pattern.compile("([A-Z])(\\d+)");
+            Matcher matcher = pattern.matcher(expr);
+            StringBuffer sb = new StringBuffer();
+            while (matcher.find()) {
+                String letter = matcher.group(1);
+                int index = Integer.parseInt(matcher.group(2)) - 1; // 灏�1-based杞负0-based
+                if (index < bigDecimalList.size()) {
+                    matcher.appendReplacement(sb, bigDecimalList.get(index).toString());
+                } else {
+                    throw new RuntimeException("鍏紡涓殑涓嬫爣 " + index + " 瓒呭嚭鑼冨洿");
+                }
+            }
+            matcher.appendTail(sb);
+            System.out.println("鏇挎崲鍚�" + sb.toString());
+
+            // 璁$畻琛ㄨ揪寮�
+            ScriptEngine engine = new ScriptEngineManager().getEngineByName("JavaScript");
+            try {
+                Object result = engine.eval(sb.toString());
+                results.add(new BigDecimal(result.toString()));
+            } catch (Exception e) {
+                throw new IllegalArgumentException("鏃犳硶璁$畻鍏紡: " + sb, e);
+            }
+        }
+        // 鏍规嵁鍑芥暟鍚嶇О杩涜鐩稿簲璁$畻
+        BigDecimal finalResult;
+        if (upperStr.equals("") || upperStr == null) {
+            finalResult = results.get(0);
+        } else {
+            switch (upperStr) {
+                case "MAX":
+                    finalResult = results.stream().max(BigDecimal::compareTo)
+                            .orElseThrow(() -> new IllegalArgumentException("鏃犳硶璁$畻MAX鍊�"));
+                    break;
+                case "MIN":
+                    finalResult = results.stream().min(BigDecimal::compareTo)
+                            .orElseThrow(() -> new IllegalArgumentException("鏃犳硶璁$畻MIN鍊�"));
+                    break;
+                case "SUM":
+                    finalResult = results.stream().reduce(BigDecimal.ZERO, BigDecimal::add);
+                    break;
+                case "ABS":
+                    finalResult = results.stream().map(BigDecimal::abs).reduce(BigDecimal.ZERO, BigDecimal::add);
+                    break;
+                case "AVERAGE":
+                    finalResult = results.stream().reduce(BigDecimal.ZERO, BigDecimal::divide)
+                            .divide(BigDecimal.valueOf(results.size()), 2, BigDecimal.ROUND_HALF_UP);
+                    break;
+                case "MEDIAN":
+                    int size = results.size();
+                    if (size % 2 == 1) {
+                        finalResult = results.get(size / 2);
+                    } else {
+                        BigDecimal sum = results.get(size / 2 - 1).add(results.get(size / 2));
+                        finalResult = sum.divide(BigDecimal.valueOf(2), 2, BigDecimal.ROUND_HALF_UP);
+                    }
+                    break;
+                default:
+                    throw new UnsupportedOperationException("鏆備笉鏀寔鍑芥暟: " + upperStr);
+            }
+        }
+        System.out.println(results);
+        System.out.println("璁$畻缁撴灉: " + finalResult);
+
+        return finalResult.toString();
+        // 鍚﹀垯锛氭病鏈夊叕寮忎唬琛ㄤ笉闇�瑕佽绠楋紝鐩存帴鎻愬彇List閲岄潰鐨勬暟鎹�
+    }
 }

--
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