From 51ec98113c6d49d0f7eec4e3c030e55e337e97db Mon Sep 17 00:00:00 2001
From: zss <zss@example.com>
Date: 星期一, 26 五月 2025 15:47:16 +0800
Subject: [PATCH] 芯导软件(江苏)有限公司  delete

---
 cnas-server/src/main/java/com/yuanchu/mom/utils/DataAcquisition.java |  748 ++++++++++++++++++++++++++++++++++++++++++++++++++++++++-
 1 files changed, 732 insertions(+), 16 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 7766817..dff4725 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
@@ -1,32 +1,748 @@
 package com.yuanchu.mom.utils;
 
+import cn.hutool.core.io.IORuntimeException;
+import cn.hutool.http.HttpUtil;
+import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson.JSONArray;
+import com.alibaba.fastjson.JSONObject;
+import com.baomidou.mybatisplus.core.toolkit.ObjectUtils;
+import com.yuanchu.mom.exception.ErrorException;
 import com.yuanchu.mom.pojo.DataConfig;
-import com.yuanchu.mom.vo.Result;
+import com.yuanchu.mom.pojo.Device;
 
+import javax.script.ScriptEngine;
+import javax.script.ScriptEngineManager;
 import javax.servlet.http.HttpServletRequest;
-import java.util.List;
+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;
 
 public class DataAcquisition {
 
     private static final String HTTP = "http://";
 
-    private static final String GETFILE = "/lims/getFile";
+    private static final String GETFILE = ":9527/lims/getFile"; // 鑾峰彇鏂囦欢鎺ュ彛
 
-    private static final String MOVEFILE = "/lims/moveFile";
+    private static final String MOVEFILE = ":9527/lims/moveFile"; // 鏂囦欢绉诲姩鍦板潃
 
-    public static Result<?> dataAcquisitionEntrance(HttpServletRequest request, List<DataConfig> dataConfig) {
+    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 dataConfig
+     * @param device
+     * @return
+     */
+    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);
+        } catch (IORuntimeException e) {
+            throw new ErrorException("鎵�鍦ㄧ數鑴戞湭瀹夎鎴栨湭鍚姩锛歀IMS鏂囦欢閲囬泦鍣紒");
+        }
+        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 {
+                throw new ErrorException(jsonObject.get("msg") + "");
+            }
+        } else {
+            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()
+                    .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, device, entrustCode, sampleCode);
+                    break;
+                case ".xlsx":
+                    map = analysisList(data, userMap, device, entrustCode, sampleCode);
+                    break;
+                case ".txt":
+                    map = analysisTxt(data, userMap, device, entrustCode, sampleCode);
+                    break;
+                case ".csv":
+                    map = analysisList(data, userMap, device, entrustCode, sampleCode);
+                    break;
+                case ".mdb":
+                    map = analysisMdb(data, userMap, device);
+                    break;
+                case ".db":
+                    map = analysisDb(data, userMap, device);
+                    break;
+                case ".png":
+                    map = readPngString(data, userMap, device);
+                    break;
+                default:
+                    map = null;
+                    break;
+            }
+            // 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();
+                HttpUtil.get(s);
+            }
+            return map;
+        }
+    }
+
+    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) {
+            long incr = RedisUtil.incr(key, 1);
+            frequencyValue = String.valueOf(incr);
+        } else {
+            RedisUtil.set(key, 1);
+            frequencyValue = "1";
+        }
+        return frequencyValue;
+    }
+
+    /**
+     * 闇�瑕侀�氳繃X,Y杞村畾浣�
+     *
+     * @param data
+     * @param dataConfig
+     * @return
+     */
+    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());
+        dataConfig.forEach((k, v) -> {
+            AtomicInteger numberOfDataEntries = new AtomicInteger();
+            List<Object> list = new ArrayList<>();
+            for (int config = 0; config < v.size(); config++) {
+                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);
+                        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
+            Object resultValue = calculationFormula(result, v.get(0), k, device);
+            map.put(k, resultValue);
+        });
+        return map;
+    }
+
+    /**
+     * @param data
+     * @param dataConfig
+     * @return
+     */
+    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());
+        dataConfig.forEach((k, v) -> {
+            AtomicInteger numberOfDataEntries = new AtomicInteger();
+            List<Object> list = new ArrayList<>();
+            for (int config = 0; config < v.size(); config++) {
+                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);
+                        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
+            Object resultValue = calculationFormula(result, v.get(0), k, device);
+            map.put(k, resultValue);
+        });
+        return map;
+    }
+
+    private static Pattern SPATTERN = Pattern.compile("([-+])?\\d+(\\.\\d+)?");
+
+    /**
+     * 鍙渶X杞�
+     *
+     * @param data       閲囬泦鍒扮殑鏂囦欢瀛楃涓�
+     * @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, 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++) {
+                String referx = getRefer(v.get(config).getReferx());
+                String result = null;
+                // 閫氳繃\n灏嗗瓧绗︿覆鍒嗗壊涓鸿
+                String[] aColumnY = data.split("\n");
+                List<String> list1 = new ArrayList<>();
+                // 璇ュ惊鐜緱鍑虹敤鎴烽厤缃殑y杞�
+                for (int i = 0; i < aColumnY.length; i++) {
+                    String addDataWithSpaces = referx.replaceAll("", " ");
+                    int x = getXOrY(v.get(config).getX(), k, "X");
+                    if (aColumnY[i].contains(addDataWithSpaces)) {
+                        Matcher matcher = SPATTERN.matcher(aColumnY[i]);
+                        while (matcher.find()) {
+                            String group = matcher.group();
+                            list1.add(group);
+                        }
+                    }
+                    if (ObjectUtils.isNotEmpty(list1)) {
+                        result = list1.get(x);
+                    }
+                }
+                if (ObjectUtils.isNotEmpty(result)) {
+                    list.add(result);
+                }
+            }
+            // 杩涜鍏紡璁$畻
+            Object resultValue = calculationFormula(list, v.get(0), k, device);
+            map.put(k, resultValue);
+        });
+        return map;
+    }
+
+    /**
+     * 浠庢枃浠朵腑鎻愬彇鍑烘潵鐨勬枃瀛楋紝濡傛灉鏈夊叕寮忥紝杩涜鍏紡璁$畻锛屽惁鍒欏彇鍒楄〃绗竴涓��
+     *
+     * @param list       鎻愬彇鍑虹殑鏁板瓧
+     * @param dataConfig 瀛樺偍鍏紡鐨勫璞�
+     * @return
+     */
+    private static Object calculationFormula(List<Object> list, DataConfig dataConfig, String insProductItem, Device device) {
+        if (list.size() == 0) {
+            Map<String, Object> hashMap = new HashMap<>();
+            hashMap.put("equipName", device.getDeviceName());
+            hashMap.put("equipValue", device.getManagementNumber());
+            return hashMap;
+        }
+        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())) {
+            // 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�
+            if (ObjectUtils.isEmpty(device.getEntrustCode()) && ObjectUtils.isEmpty(device.getSampleCode())) {
+                String s = calculationFormulaList(list, dataConfig.getFormula());
+                listResult.add(s);
+            } else {
+                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;
+    }
+
+    /**
+     * 瑙f瀽String鏁版嵁
+     *
+     * @param data       閲囬泦鍒扮殑鏂囦欢瀛楃涓�
+     * @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, 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 = 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
+            Object resultValue = calculationFormula(list, v.get(0), k, device);
+            map.put(k, resultValue);
+        });
+        return map;
+    }
+
+    /**
+     * @param data       閲囬泦鍒扮殑鏂囦欢瀛楃涓�
+     * @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, 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, Object> map = new HashMap<>();
+        dataConfig.forEach((k, v) -> {
+            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$畻
+            Object resultValue = calculationFormula(list, v.get(0), k, device);
+            map.put(k, resultValue);
+        });
+        return map;
+    }
+
+    /**
+     * 鍙朮锛孻涓や釜瀹氫綅
+     *
+     * @param data       閲囬泦鍒扮殑鏂囦欢瀛楃涓�
+     * @param dataConfig 鐢ㄦ埛閰嶇疆濂界殑x,y杞村畾浣嶆暟鎹笌鍙傜収鐗�
+     * @return
+     */
+    public static Map<String, Object> analysisList(String data, Map<String, List<DataConfig>> dataConfig,
+                                                   Device device, String entrustCode, String sampleCode) {
+        Map<String, Object> map = new HashMap<>();
+        dataConfig.forEach((k, v) -> {
+            List<Object> list = new ArrayList<>();
+            // 濮旀墭缂栧彿涓庢牱鍝佺紪鍙蜂笉瀛樺湪锛屽畾锛�1銆乊瀹氳寖鍥达紝X瀹氭í鍧愭爣锛�2銆佸彧瀛樺湪Y锛�3銆佸彧瀛樺湪X
+            if (ObjectUtils.isEmpty(device.getEntrustCode()) && ObjectUtils.isEmpty(device.getSampleCode())) {
+                list = analyzeData(data, v, k, splitIdentifier);
+                // 濮旀墭缂栧彿涓庢牱鍝佺紪鍙峰瓨鍦�
+            } else if (ObjectUtils.isNotEmpty(device.getEntrustCode()) && ObjectUtils.isNotEmpty(device.getSampleCode())) {
+                list = analyzeDataEntrustCodAndSampleCode(data, v, k, splitIdentifier, device, entrustCode, sampleCode);
+            }
+            // 杩涜鍏紡璁$畻
+            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�
+    private static int getXOrY(String value, String k, String tips) {
+        try {
+            return Integer.parseInt(value);
+        } catch (NumberFormatException e) {
+            throw new ErrorException(k + "锛氭湭閰嶇疆" + tips + "鍧愭爣杞寸殑鍊硷紒");
+        }
+    }
+
+    // 闃叉鍙傜収鐗╀负绌烘姤閿欙紝杩涜鍒ゆ柇濡傛灉涓虹┖璧嬪�肩┖瀛楃
+    private static String getRefer(String refer) {
+        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
+            String[] aColumnY = data.replaceAll(" ", "").split("\n");
+            Integer end = null;
+            // 閲囬泦鏁版嵁锛歒杞�
+            for (int i = 0; i < aColumnY.length; i++) {
+                // 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��
+                    if (ObjectUtils.isEmpty(end) && aColumnY[i].contains(refery)) {
+                        end = i + y;
+                    }
+                    // 鍒ゆ柇鏄惁鍦ㄥ弬鐓х墿涓鸿捣鍒帮紝Y鍧愭爣鍊间负鏈�缁堣寖鍥�
+                    if (ObjectUtils.isNotEmpty(end) && i <= end) {
+                        String[] aLineX = aColumnY[i].split(split);
+                        for (int j = 0; j < aLineX.length; j++) {
+                            if (aLineX[j].contains(referx)) {
+                                try {
+                                    result = aLineX[j + x];
+                                } catch (Exception e) {
+                                    throw new ErrorException(k + "锛歑杞村畾浣嶈秴鍑猴紒");
+                                }
+                                break;
+                            }
+                        }
+                    }
+                    // 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 {
+                                result = aLineX[j + x];
+                            } catch (Exception e) {
+                                throw new ErrorException(k + "锛歑杞村畾浣嶈秴鍑猴紒");
+                            }
+                        }
+                    }
+                }
+            }
+            // 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)) {
+                String formatProcessing = getFormatProcessing(result);
+                list.add(formatProcessing);
+            }
+        }
+        return list;
+    }
+
+    public static String getFormatProcessing(String value) {
+        value = value.replaceAll("%", "");
+        if (value.contains("=")) {
+            String[] split = value.split("=");
+            return split[split.length - 1];
+        } 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
-        String ip = ipAddress.equals("0:0:0:0:0:0:0:1") ? "127.0.0.1" : ipAddress;
-//        String http = HTTP + ip + GETFILE + "?filePath=" + dataConfig.get(0).getCollectUrl() + "&fileExtension=" + dataConfig.get(0).getFileType();
-//        String result = HttpUtil.get(http);
-//        JSONObject jsonObject =  JSON.parseObject(result);
-//        if (Objects.equals(jsonObject.get("code"), 1)) {
-//            throw new ErrorException(jsonObject.get("message").toString());
-//        } else {
-//            Object data = jsonObject.get("data");
-//
-//        }
-        return null;
+        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());
+
+        //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 = "";
+        }
+        //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) {
+            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);
+
+            // 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);
+            }
+        }
+
+        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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