许鹏程
2023-10-11 89f165d54d2ffe9d770fb7fb1e69f1f89c1c2775
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package com.product.data.center.service;
 
import cn.hutool.core.date.DateUtil;
import com.alibaba.fastjson.JSONArray;
import com.product.common.utils.StringUtils;
import com.product.core.dao.BaseDao;
import com.product.core.entity.DataTableEntity;
import com.product.core.entity.FieldSetEntity;
import com.product.core.exception.BaseException;
import com.product.core.spring.context.SpringMVCContextHolder;
import com.product.data.center.config.CmnConst;
import com.product.data.center.config.ErrorCode;
import com.product.datasource.dao.Dao;
import com.product.datasource.entity.DataBaseEntity;
import com.product.util.BaseUtil;
import org.springframework.beans.factory.annotation.Value;
import org.springframework.stereotype.Service;
 
import javax.annotation.Resource;
import java.text.DateFormat;
import java.text.DecimalFormat;
import java.util.*;
 
/**
 * @Author cheng
 * @Date 2022/11/21 16:17
 * @Desc 采集提取数据验证
 */
@Service
public class DataValidationService {
 
    @Resource
    private BaseDao baseDao;
 
    @Value("${data.system.name}")
    private String DATA_SYSTEM_NAME;
 
    /**
     * 默认查询近一周验证统计结果
     *
     * @return
     */
    public JSONArray getValidationData() {
        StringBuilder sql = new StringBuilder();
        sql.append("\n WITH all_data AS ( SELECT * FROM `product_sys_mes_data_validation` WHERE created_utc_datetime>=DATE_SUB( DATE_FORMAT(NOW(),'%Y-%m-%d'), INTERVAL 7 DAY ) )  ");
        sql.append("\n SELECT ");
        sql.append("\n     create_data_time t1, ");
        sql.append("\n     DATE_FORMAT( create_data_time, '%Y-%m-%d' ) create_data_time, ");
        sql.append("\n     extract_table_name validation_table_name, ");
        sql.append("\n     concat( ");
        sql.append("\n         min( sub_min_value ), ");
        sql.append("\n         '-', ");
        sql.append("\n     max( sub_max_value )) sub_min_max, ");
        sql.append("\n     concat( ");
        sql.append("\n         min( master_min_value ), ");
        sql.append("\n         '-', ");
        sql.append("\n     max( master_max_value )) master_min_max, ");
        sql.append("\n     sum( sub_hours_total_count ) sub_hours_total_count, ");
        sql.append("\n     sum( master_hours_total_count ) master_hours_total_count, ");
        sql.append("\n     1 type, ");
        sql.append("\n     NULL parent_code, ");
        sql.append("\n     concat( DATE_FORMAT( create_data_time, '%Y-%m-%d' ), '-', extract_table_name ) `code`, ");
        sql.append("\n CASE ");
        sql.append("\n          ");
        sql.append("\n         WHEN sum( sub_hours_total_count )= sum( master_hours_total_count )  ");
        sql.append("\n         AND min( sub_min_value )= min( master_min_value )  ");
        sql.append("\n         AND max( sub_max_value ) = max( master_max_value ) THEN ");
        sql.append("\n             'success' ELSE 'error'  ");
        sql.append("\n         END AS result  ");
        sql.append("\n     FROM ");
        sql.append("\n         all_data  ");
        sql.append("\n     GROUP BY ");
        sql.append("\n         create_data_time, ");
        sql.append("\n         extract_table_name UNION ALL ");
        sql.append("\n     SELECT ");
        sql.append("\n         create_data_time t1, ");
        sql.append("\n         concat( DATE_FORMAT( create_data_time, '%Y-%m-%d' ), ' ', ifnull(( SELECT sync_name FROM product_sys_data_sync_manager WHERE uuid = data_source ), '未知数据源' ) ) create_data_time, ");
        sql.append("\n         extract_table_name validation_table_name, ");
        sql.append("\n         concat( ");
        sql.append("\n             min( sub_min_value ), ");
        sql.append("\n             '-', ");
        sql.append("\n         max( sub_max_value )) sub_min_max, ");
        sql.append("\n         concat( ");
        sql.append("\n             min( master_min_value ), ");
        sql.append("\n             '-', ");
        sql.append("\n         max( master_max_value )) master_min_max, ");
        sql.append("\n         sum( sub_hours_total_count ) sub_hours_total_count, ");
        sql.append("\n         sum( master_hours_total_count ) master_hours_total_count, ");
        sql.append("\n         2 type, ");
        sql.append("\n         concat( DATE_FORMAT( create_data_time, '%Y-%m-%d' ), '-', extract_table_name ) parent_code, ");
        sql.append("\n         concat( DATE_FORMAT( create_data_time, '%Y-%m-%d' ), '-', extract_table_name, '-', data_source ) `code`, ");
        sql.append("\n     CASE ");
        sql.append("\n              ");
        sql.append("\n             WHEN sum( sub_hours_total_count )= sum( master_hours_total_count )  ");
        sql.append("\n             AND min( sub_min_value )= min( master_min_value )  ");
        sql.append("\n             AND max( sub_max_value ) = max( master_max_value ) THEN ");
        sql.append("\n                 'success' ELSE 'error'  ");
        sql.append("\n             END AS result  ");
        sql.append("\n         FROM ");
        sql.append("\n             all_data  ");
        sql.append("\n         GROUP BY ");
        sql.append("\n             create_data_time, ");
        sql.append("\n             extract_table_name UNION ALL ");
        sql.append("\n         SELECT ");
        sql.append("\n             *  ");
        sql.append("\n         FROM ");
        sql.append("\n             ( ");
        sql.append("\n             SELECT ");
        sql.append("\n                 create_data_time t1, ");
        sql.append("\n                 hours create_data_time, ");
        sql.append("\n                 extract_table_name validation_table_name, ");
        sql.append("\n                 concat( min(sub_min_value), '-', max(sub_max_value) ) sub_min_max, ");
        sql.append("\n                 concat(     min(master_min_value), '-', max(master_max_value) ) master_min_max, ");
        sql.append("\n                 sum(sub_hours_total_count) sub_hours_total_count, ");
        sql.append("\n                 sum(master_hours_total_count) master_hours_total_count, ");
        sql.append("\n                 3 type, ");
        sql.append("\n                 concat( DATE_FORMAT( create_data_time, '%Y-%m-%d' ), '-', extract_table_name, '-', data_source ) parent_code, ");
        sql.append("\n                 concat( DATE_FORMAT( create_data_time, '%Y-%m-%d' ), '-', extract_table_name, '-', data_source, '-', hours ) `code`, ");
        sql.append("\n             CASE ");
        sql.append("\n                      ");
        sql.append("\n                     WHEN sum(sub_hours_total_count) = sum(master_hours_total_count)  ");
        sql.append("\n                     AND min(sub_min_value) = min(master_min_value)  ");
        sql.append("\n                     AND max(sub_max_value) = max(master_max_value) THEN ");
        sql.append("\n                         'success' ELSE 'error'  ");
        sql.append("\n                     END AS result  ");
        sql.append("\n                 FROM ");
        sql.append("\n                     all_data  ");
        sql.append("\n                 GROUP BY create_data_time,extract_table_name,data_source,hours ");
        sql.append("\n                 order by hours ");
        sql.append("\n     ) a  ");
 
        DataTableEntity dt = baseDao.listTable(sql.toString(), new Object[]{});
        if (DataTableEntity.isEmpty(dt)) {
            return null;
        }
 
        return BaseUtil.dataTableToTreeData(dt, "code", "parent_code", null, false);
    }
 
 
    /**
     * 验证数据入口
     */
    public void verificationEntryPoint() {
        StringBuilder sql = new StringBuilder();
        sql.append("\n SELECT ");
        sql.append("\n collect.id collect_id, ");
        sql.append("\n collect.auto_field collect_auto_field, ");
        sql.append("\n collect.data_source collect_data_source , ");
        sql.append("\n collect.time_field collect_time_field, ");
        sql.append("\n UPPER(collect.source_table) source_table, ");
        sql.append("\n extract.extract_target_source, ");
        sql.append("\n extract.extract_target_table, ");
        sql.append("\n extract.collect_source_field, ");
        sql.append("\n extract.extract_unique_field ");
        sql.append("\n FROM ");
        sql.append("\n product_sys_data_collect collect ");
        sql.append("\n JOIN product_sys_data_extract_config extract ");
        sql.append("\n ON ");
        sql.append("\n UPPER(extract.extract_source_table)=UPPER(collect.source_table) ");
        sql.append("\n AND collect.is_used =1 AND extract.is_used=1 AND extract.extract_prefix_key='DC' ");
        sql.append("\n ORDER BY source_table ");
        //查询启用的采集和提取
        DataTableEntity dt = baseDao.listTable(sql.toString(), new Object[]{});
        if (DataTableEntity.isEmpty(dt)) {
            return;
        }
        Map<String, ValidationEntity> groupTable = new HashMap<>();
        for (int i = 0; i < dt.getRows(); i++) {
            String extractTargetSource = dt.getString(i, "source_table") + "!:!" + dt.getString(i, "collect_data_source");
            ValidationEntity verificationEntity = groupTable.get(extractTargetSource);
            if (verificationEntity == null) {
                verificationEntity = new ValidationEntity();
                groupTable.put(extractTargetSource, verificationEntity);
                verificationEntity.setTargetDataSource(dt.getString(i, "extract_target_source"));
                verificationEntity.setCollectTableName(dt.getString(i, "source_table"));
                verificationEntity.setTargetDataTable(dt.getString(i, "extract_target_table"));
                verificationEntity.setAutoField(dt.getString(i, "collect_auto_field"));
                verificationEntity.setTimeField(dt.getString(i, "collect_time_field"));
                verificationEntity.setCollectSourceField(dt.getString(i, "collect_source_field"));
                verificationEntity.setPreMasterField(dt.getString(i, "extract_unique_field"));
            }
            verificationEntity.addCollectDataSource(dt.getString(i, "collect_data_source"));
            verificationEntity.addCollectId(dt.getString(i, "collect_id"));
        }
        for (ValidationEntity validation : groupTable.values()) {
            //循环提取
            try {
                verifyValidation(validation);
            } catch (Exception e) {
                e.printStackTrace();
                SpringMVCContextHolder.getSystemLogger().error(e);
            }
        }
    }
 
    private void verifyValidation(ValidationEntity validationEntity) {
        List<String> collectDataSourceList = validationEntity.getCollectDataSource();
        if (collectDataSourceList == null || collectDataSourceList.isEmpty()) {
            return;
        }
        String sql =
                replacePlaceholder(getTemplateSql(true),
                        new String[]{validationEntity.getTimeField(),
                                validationEntity.getPreMasterField(),
                                validationEntity.getCollectSourceField(),
                                validationEntity.getCollectTableName()}, null);
        String targetDataSource = validationEntity.getTargetDataSource();
        DataBaseEntity dbe = new DataBaseEntity(targetDataSource);
        Dao targetDao = dbe.getDao();
        DataTableEntity list = targetDao.getList(sql);
        targetDao.closeConnection();
        Map<String, FieldSetEntity> collect = new HashMap<>();
        List<String> collectIds = validationEntity.getCollectIds();
        for (int i = 0; i < list.getRows(); i++) {
            FieldSetEntity item = list.getFieldSetEntity(i);
            item.setTableName("product_sys_mes_data_validation");
            String collectId = item.getString(validationEntity.getCollectSourceField());
//            if(StringUtils.isEmpty(collectId))
            Map<String, List<String>> tableOfField = item.getMeta().getTableOfField();
            if (tableOfField.containsKey("")) {
                tableOfField.put(item.getTableName(), tableOfField.remove(""));
            }
            item.setValue(validationEntity.getCollectSourceField(), collectId);
            collect.put(collectId + ":" + item.getString("hours"), item);
        }
        DecimalFormat decimalFormat = new DecimalFormat("00");
        for (String collectId : collectIds) {
            for (int i = 0; i < 24; i++) {
                String format = decimalFormat.format(i);
                String key = collectId + ":" + format;
                if (!collect.containsKey(key)) {
                    FieldSetEntity fs = new FieldSetEntity();
                    this.setDefaultValue(validationEntity.getCollectTableName(), collectId, fs, new Date());
                    fs.setValue(validationEntity.getCollectSourceField(), collectId);
                    fs.setValue("collect_id", collectId);
                    fs.setValue("hours", format);
                    collect.put(key, fs);
                }
                key = DATA_SYSTEM_NAME + ":" + format;
                if (!collect.containsKey(key)) {
                    FieldSetEntity fs = new FieldSetEntity();
                    this.setDefaultValue(validationEntity.getCollectTableName(), DATA_SYSTEM_NAME, fs, new Date());
                    fs.setValue(validationEntity.getCollectSourceField(), DATA_SYSTEM_NAME);
                    fs.setValue("collect_id", DATA_SYSTEM_NAME);
                    fs.setValue("hours", format);
                    collect.put(key, fs);
                }
            }
        }
//        list.getData().stream().collect(Collectors.groupingBy(item -> {
//            String collectId = item.getString(validationEntity.getCollectSourceField());
//            if (StringUtils.isEmpty(collectId)) {
//
//            }
//            return collectId + ":" + item.getString("hours");
////            return
//        }));
 
        DataTableEntity result = new DataTableEntity();
        Object[] fields = new Object[]{"hours_total_count", "min_value", "max_value"};
        for (FieldSetEntity fs : collect.values()) {
            this.replaceFieldName("master", fields, fs, null, true);
        }
        for (int i = 0; i < collectIds.size(); i++) {
            String collectId = collectIds.get(i);
            String collectDataSource = collectDataSourceList.get(i);
            dbe = new DataBaseEntity(collectDataSource);
            Dao dao = dbe.getDao();
            try {
                sql = replacePlaceholder(getTemplateSql(false),
                        new String[]{validationEntity.getTimeField(),
                                validationEntity.getAutoField(),
                                validationEntity.getCollectSourceField(),
                                validationEntity.getCollectTableName()}, null);
                DataTableEntity dt = dao.getList(sql);
                if (!DataTableEntity.isEmpty(dt)) {
                    for (int j = 0; j < dt.getRows(); j++) {
                        FieldSetEntity fse = dt.getFieldSetEntity(j);
                        fse.setTableName("product_sys_mes_data_validation");
                        Map<String, List<String>> tableOfField = fse.getMeta().getTableOfField();
                        if (tableOfField.containsKey("")) {
                            tableOfField.put(fse.getTableName(), tableOfField.remove(""));
                        }
                        String hours = dt.getString(j, "hours");
                        String sourceInfo = dt.getString(j, validationEntity.getCollectSourceField());
                        if (StringUtils.isEmpty(sourceInfo)) {
                            sourceInfo = collectId;
                        }
                        FieldSetEntity fs = collect.get(sourceInfo + ":" + hours);
                        fs.setValue("collect_id", sourceInfo);
                        this.setDefaultValue(validationEntity.getCollectTableName(), collectId, fs, new Date());
 
                        fse.setTableName(fs.getTableName());
                        this.replaceFieldName("sub", fields, fse, null, true);
 
                        fse.append(fs);
                        fse.setValue("data_source", dbe.getUuid());
                        result.addFieldSetEntity(fse);
                        collect.remove(sourceInfo + ":" + hours);
                    }
                }
            } catch (Exception e) {
                throw e;
            } finally {
                dao.closeConnection();
            }
        }
        if (!DataTableEntity.isEmpty(result)) {
            baseDao.add(result);
        }
 
    }
 
    private static String getStartTime() {
        Calendar todayStart = Calendar.getInstance();
        todayStart.add(Calendar.DATE, -1);
        todayStart.set(Calendar.SECOND, 0);
        todayStart.set(Calendar.MINUTE, 0);
        todayStart.set(Calendar.HOUR_OF_DAY, 0);
        todayStart.set(Calendar.MILLISECOND, 0);
        return DateUtil.format(todayStart.getTime(), DateFormat.getDateTimeInstance());
    }
 
    private static String getEndTime() {
        Calendar todayEnd = Calendar.getInstance();
        todayEnd.add(Calendar.DATE, -1);
        todayEnd.set(Calendar.SECOND, 59);
        todayEnd.set(Calendar.MINUTE, 59);
        todayEnd.set(Calendar.HOUR_OF_DAY, 23);
        todayEnd.set(Calendar.MILLISECOND, 999);
        return DateUtil.format(todayEnd.getTime(), DateFormat.getDateTimeInstance());
    }
 
    private StringBuilder getTemplateSql(boolean isMain) {
        StringBuilder sql = new StringBuilder();
        sql.append("\n SELECT data.*,data.D_H_HOURS HOURS FROM  (");
        sql.append("\n     SELECT ");
        sql.append("\n         COUNT( {1} ) HOURS_TOTAL_COUNT, ");
        sql.append("\n         TO_CHAR( {0}, 'hh24' ) D_H_HOURS, ");
        sql.append("\n         {2}, ");
        sql.append("\n         MIN( {1} ) MIN_VALUE, ");
        sql.append("\n         MAX( {1} ) MAX_VALUE  ");
        sql.append("\n     FROM ");
        sql.append("\n         {3}  ");
        sql.append("\n     WHERE ");
        sql.append("\n         {0}>=to_date('" + getStartTime() + "','yyyy-mm-dd HH24:MI:SS') and {0}<=TO_DATE('" + getEndTime() + "','yyyy-mm-dd HH24:MI:SS') ");
        if (isMain) {
            sql.append("\n         and {2} like 'ch-kt%' ");
        }
        sql.append("\n         GROUP BY ");
        sql.append("\n         {2}, ");
        sql.append("\n         TRUNC( {0} ), ");
        sql.append("\n         TO_CHAR( {0}, 'hh24' ) ) data  ");
//        sql.append("\n ) data ON h.C_M_HOUR = data.D_H_HOURS  ");
        return sql;
    }
 
    /**
     * 验证数据单个
     *
     * @param validationEntity    验证数据信息
     */
//    private void verifyValidation(ValidationEntity validationEntity) {
//        List<String> collectDataSourceList = validationEntity.getCollectDataSource();
//        if (collectDataSourceList == null || collectDataSourceList.isEmpty()) {
//            return;
//        }
//        String extractTargetSource = validationEntity.getTargetDataSource();
//        for (int i = 0; i < collectDataSourceList.size(); i++) {
//            //采集来源数据源
//            String collectDataSource = collectDataSourceList.get(i);
//            try {
//                DataBaseEntity dbe = new DataBaseEntity(collectDataSource);
//                Dao collectTargetDao = dbe.getDao();
//                StringBuilder sqlTemplate = new StringBuilder(268);
//                sqlTemplate.append("\n WITH T__T  AS ( ");
//                // {0} timeField {1} autoField {2} 查询表名
//                sqlTemplate.append("\n SELECT TO_CHAR(").append("{0}").append(",'hh24') AS D_H_HOURS ,");
//                sqlTemplate.append("\n ").append("{1}").append(",").append("{0}");
//                sqlTemplate.append("\n FROM ").append("{2}");
//                // - 1 代表执行日期的前一天
//                sqlTemplate.append("\n WHERE TRUNC(").append("{0}").append(") = TRUNC(sysdate - 1 ) )  ");
//                // --- WITH 结束
//                sqlTemplate.append("\n SELECT ");
//                sqlTemplate.append("\n COUNT( {1} ) HOURS_TOTAL_COUNT,");
//                sqlTemplate.append("\n D_H_HOURS HOURS, ");
//                sqlTemplate.append("\n MIN( {1} ) MIN_VALUE, ");
//                sqlTemplate.append("\n MAX(  {1} ) MAX_VALUE ");
//                sqlTemplate.append("\n FROM ");
//                sqlTemplate.append("\n T__T");
//                sqlTemplate.append("\n GROUP BY TRUNC( {0} ), D_H_HOURS ");
//                sqlTemplate.append("\n ORDER BY D_H_HOURS ");
//                DataTableEntity list = collectTargetDao.getList(replacePlaceholder(sqlTemplate,
//                        new String[]{validationEntity.getTimeField(), validationEntity.getAutoField(),
//                                validationEntity.getCollectTableName()}, null));
//                collectTargetDao.closeConnection();
//                if (DataTableEntity.isEmpty(list)) {
//                    return;
//                } else {
//                    final String yesterdayDate = DateUtil.format(DateUtil.offset(new Date(), DateField.HOUR_OF_DAY, -1), "yyyy-MM-dd");
//                    final Object[] fields = list.getMeta().getFields();
//                    //根据小时分组
//                    Map<String, FieldSetEntity> map = list.getData().stream().collect(Collectors.toMap(item -> item.getString("hours"), item -> {
//                        replaceFieldName("sub", fields, item, null, true);
//                        setDefaultValue(validationEntity, item, yesterdayDate);
//                        return item;
//                    }));
//                    dbe = new DataBaseEntity(extractTargetSource);
//                    Dao extractTargetDao = dbe.getDao();
//                    DataTableEntity result = new DataTableEntity();
//                    list = extractTargetDao.getList(replacePlaceholder(sqlTemplate,
//                            getExtractTargetTableField(validationEntity.getCollectTableName(), validationEntity.getTargetDataTable(),
//                                    validationEntity.getAutoField(), validationEntity.getTimeField()), " AND " +
//                                    validationEntity.getCollectSourceField() + " =?"), new Object[]{validationEntity.getCollectId()});
//                    if (DataTableEntity.isEmpty(list)) {
//                        for (FieldSetEntity value : map.values()) {
//                            replaceFieldName("master", fields, value, 0, false);
//                            result.addFieldSetEntity(value);
//                        }
//                        return;
//                    }
//                    for (int j = 0; j < list.getRows(); j++) {
//                        String hours = list.getString(i, "hours");
//                        FieldSetEntity fs = list.getFieldSetEntity(i);
//                        FieldSetEntity fse = map.get(hours);
//                        replaceFieldName("master", fields, fs, null, true);
//                        if (!FieldSetEntity.isEmpty(fse)) {
//                            fse.append(fs);
//                            map.remove(hours);
//                            result.addFieldSetEntity(fse);
//                        } else {
//                            replaceFieldName("sub", fields, fs, 0, true);
//                            setDefaultValue(validationEntity, fs, yesterdayDate);
//                            result.addFieldSetEntity(fs);
//                        }
//                    }
//                    if (!map.isEmpty()) {
//                        for (FieldSetEntity value : map.values()) {
//                            replaceFieldName("master", fields, value, 0, false);
//                            result.addFieldSetEntity(value);
//                        }
//                    }
//                    if (DataTableEntity.isEmpty(result)) {
//                        baseDao.add(result);
//                    }
//                }
//            } catch (Exception e) {
//                e.printStackTrace();
//                SpringMVCContextHolder.getSystemLogger().error(e);
//            }
//        }
//
//    }
 
    /**
     * 设置默认值
     *
     * @param collectTableName
     * @param collectId
     * @param fs
     * @param yesterdayDate
     */
    private void setDefaultValue(String collectTableName, String collectId, FieldSetEntity fs, Date yesterdayDate) {
        fs.setTableName("product_sys_mes_data_validation");
        fs.setValue("create_data_time", getStartTime());
        fs.setValue(CmnConst.CREATED_UTC_DATETIME, yesterdayDate);
//        fs.setValue("collect_id", collectId);
        fs.setValue("extract_table_name", collectTableName);
    }
 
    /**
     * 替换字段名
     *
     * @param prefix       给字段加前缀
     * @param fields       所有字段名
     * @param fse
     * @param defaultValue
     * @param deleteField
     */
    private void replaceFieldName(String prefix, Object[] fields, FieldSetEntity fse, Object defaultValue, boolean deleteField) {
        for (Object field : fields) {
            String fieldName = field.toString();
            if ("hours".equals(fieldName)) continue;
            fse.setValue(prefix + "_" + fieldName, defaultValue == null ? fse.getObject(fieldName) : defaultValue);
            if (deleteField) {
                fse.remove(fieldName);
            }
        }
    }
 
    /**
     * 获取提取映射的目标字段
     *
     * @param collectSourceTable 采集来源表名
     * @param extractTargetTable 提取目标表名
     * @param autoField          提取自增字段
     * @param timeField          提取时间字段
     * @return
     */
    private String[] getExtractTargetTableField(String collectSourceTable, String extractTargetTable, String autoField, String timeField) {
        StringBuilder sql = new StringBuilder();
        sql.append("\nSELECT   source_redis_field,target_table_field ");
        sql.append("\nFROM `product_sys_data_extract_config_sub`  ");
        sql.append("\nwhere parent_uuid =(  SELECT");
        sql.append("\nuuid  FROM `product_sys_data_extract_config` ");
        sql.append("\nWHERE extract_source_table = ? )  AND ( source_redis_field = ? or source_redis_field = ? ) limit 2");
        DataTableEntity dt = baseDao.listTable(sql.toString(), new Object[]{collectSourceTable, autoField, timeField});
        if (DataTableEntity.isEmpty(dt) || dt.getRows() != 2) {
            throw new BaseException(ErrorCode.GET_EXTRACT_MAPPING_FIELD_FAIL);
        }
        String[] result = new String[3];
        result[2] = extractTargetTable;
        for (int i = 0; i < 2; i++) {
            String sourceRedisField = dt.getString(i, "source_redis_field");
            String targetTableField = dt.getString(i, "target_table_field");
            if (autoField.equals(sourceRedisField)) {
                //
                result[1] = targetTableField;
            } else {
                result[0] = targetTableField;
            }
        }
        return result;
    }
 
    /**
     * 根据参数替换
     *
     * @param template
     * @param params
     * @param filter
     * @return
     */
    private String replacePlaceholder(StringBuilder template, String[] params, String filter) {
        String sql = template.toString();
        if (params != null) {
            for (int i = 0; i < params.length; i++) {
                sql = sql.replaceAll("\\{" + i + "}", params[i]);
            }
        }
        return sql.replace("{-1}", filter == null ? " 1=1 " : filter);
//        return sql;
    }
 
    private class ValidationEntity {
        //采集唯一标识
        private List<String> collectIds;
        //采集自增字段
        private String autoField;
        //采集时间字段
        private String timeField;
        //采集数据源
        private List<String> collectDataSource;
        //采集表名
        private String collectTableName;
        //提取目标表数据源
        private String targetDataSource;
        //提取目标数据表
        private String targetDataTable;
        //采集id配置字段
        private String collectSourceField;
 
        private String preMasterField;
 
 
        public String getPreMasterField() {
            return preMasterField;
        }
 
        public void setPreMasterField(String preMasterField) {
            this.preMasterField = preMasterField;
        }
 
        public List<String> getCollectIds() {
            return collectIds;
        }
 
        public void setCollectIds(List<String> collectIds) {
            this.collectIds = collectIds;
        }
 
        public String getAutoField() {
            return autoField;
        }
 
        public void setAutoField(String autoField) {
            this.autoField = autoField;
        }
 
        public String getTimeField() {
            return timeField;
        }
 
        public void setTimeField(String timeField) {
            this.timeField = timeField;
        }
 
        public List<String> getCollectDataSource() {
            return collectDataSource;
        }
 
        public void addCollectId(String collectId) {
            if (StringUtils.isEmpty(collectId)) {
                return;
            }
            if (this.collectIds == null) {
                this.collectIds = new ArrayList<>();
            }
            this.collectIds.add(collectId);
        }
 
        public void addCollectDataSource(String collectDataSource) {
            if (StringUtils.isEmpty(collectDataSource)) {
                return;
            }
            if (this.collectDataSource == null) {
                this.collectDataSource = new ArrayList<>();
            }
            this.collectDataSource.add(collectDataSource);
        }
 
        public void setCollectDataSource(List<String> collectDataSource) {
            this.collectDataSource = collectDataSource;
        }
 
        public String getCollectTableName() {
            return collectTableName;
        }
 
        public void setCollectTableName(String collectTableName) {
            this.collectTableName = collectTableName;
        }
 
        public String getTargetDataSource() {
            return targetDataSource;
        }
 
        public void setTargetDataSource(String targetDataSource) {
            this.targetDataSource = targetDataSource;
        }
 
        public String getTargetDataTable() {
            return targetDataTable;
        }
 
        public void setTargetDataTable(String targetDataTable) {
            this.targetDataTable = targetDataTable;
        }
 
        public String getCollectSourceField() {
            return collectSourceField;
        }
 
        public void setCollectSourceField(String collectSourceField) {
            this.collectSourceField = collectSourceField;
        }
    }
 
 
}