feat: 添加KPI数据备份导出功能及相关数据库结构更新

2025-09-17 17:19:34 +08:00
parent 8bf115b7c6
commit 55fccb2302
10 changed files with 443 additions and 0 deletions
--- a/build/database/lite/install/sys_i18n.sql
+++ b/build/database/lite/install/sys_i18n.sql
@@ -968,6 +968,12 @@ INSERT INTO "sys_i18n" VALUES (788, 'menu.common.upgrade', '升级', 'Upgrade');
 INSERT INTO "sys_i18n" VALUES (789, 'menu.common.rollback', '回滚', 'Rollback');
 INSERT INTO "sys_i18n" VALUES (790, 'menu.common.ftp', 'FTP 配置', 'FTP Config');
 INSERT INTO "sys_i18n" VALUES (791, 'menu.common.ftpSync', 'FTP 同步', 'FTP Synchronization');
+INSERT INTO "sys_i18n" VALUES (792, 'job.backup_export_kpi', '备份-KPI数据定期导出', 'Backup-Periodic export of KPI Data');
+INSERT INTO "sys_i18n" VALUES (643, 'job.backup_export_kpi_remark', 'dataType: 类型支持 ims/amf/udm/smf/pcf/upf/mme/smsc
+fileType: 文件类型 csv/xlsx
+hour: 数据时间从任务执行时间前的小时数', 'Backup-Periodic export of dataType: type support ims/amf/udm/smf/pcf/upf/mme/smsc
+fileType: file type csv/xlsx
+hour: data time from the hour before the task execution time');

 INSERT INTO "sys_i18n" VALUES (2000, 'menu.psap.agent', '座席', 'Agent');
 INSERT INTO "sys_i18n" VALUES (2001, 'menu.psap.agent.callings', '并行话务', 'Calling Information');
--- a/build/database/lite/install/sys_job.sql
+++ b/build/database/lite/install/sys_job.sql
@@ -51,3 +51,4 @@ INSERT INTO "sys_job" VALUES (30, 'job.backup_remove_file', 'SYSTEM', 'backup_re
 INSERT INTO "sys_job" VALUES (31, 'job.backup_export_udm', 'SYSTEM', 'backup_export_udm', '{"dataType":["auth","sub","voip","volte"],"fileType":"txt"}', '0 35 0 * * ?', '3', '0', '1', '1', 'system', 1698478134839, 'supervisor', 1745481169354, 'job.backup_export_udm_remark');
 INSERT INTO "sys_job" VALUES (32, 'job.backup_export_cdr', 'SYSTEM', 'backup_export_cdr', '{"dataType":["ims","smf","sgwc","smsc"],"fileType":"xlsx","hour":1}', '0 0 0/1 * * ?', '3', '0', '1', '1', 'system', 1698478134839, 'supervisor', 1745481169354, 'job.backup_export_cdr_remark');
 INSERT INTO "sys_job" VALUES (33, 'job.backup_export_log', 'SYSTEM', 'backup_export_log', '{"dataType":["operate","login"],"fileType":"xlsx","hour":1}', '0 0 0/1 * * ?', '3', '0', '1', '1', 'system', 1698478134839, 'supervisor', 1745481169354, 'job.backup_export_log_remark');
+INSERT INTO "sys_job" VALUES (34, 'job.backup_export_kpi', 'SYSTEM', 'backup_export_kpi', '{"dataType":["ims","amf","udm","smf","pcf","upf","mme","smsc"],"fileType":"xlsx","hour":1}', '0 0 0/1 * * ?', '3', '0', '1', '1', 'system', 1698478134839, 'supervisor', 1745481169354, 'job.backup_export_kpi_remark');
--- a/build/database/lite/upgrade/upg_sys_i18n.sql
+++ b/build/database/lite/upgrade/upg_sys_i18n.sql
@@ -967,6 +967,12 @@ REPLACE INTO "sys_i18n" VALUES (788, 'menu.common.upgrade', '升级', 'Upgrade')
 REPLACE INTO "sys_i18n" VALUES (789, 'menu.common.rollback', '回滚', 'Rollback');
 REPLACE INTO "sys_i18n" VALUES (790, 'menu.common.ftp', 'FTP 配置', 'FTP Config');
 REPLACE INTO "sys_i18n" VALUES (791, 'menu.common.ftpSync', 'FTP 同步', 'FTP Synchronization');
+REPLACE INTO "sys_i18n" VALUES (792, 'job.backup_export_kpi', '备份-KPI数据定期导出', 'Backup-Periodic export of KPI Data');
+REPLACE INTO "sys_i18n" VALUES (643, 'job.backup_export_kpi_remark', 'dataType: 类型支持 ims/amf/udm/smf/pcf/upf/mme/smsc
+fileType: 文件类型 csv/xlsx
+hour: 数据时间从任务执行时间前的小时数', 'Backup-Periodic export of dataType: type support ims/amf/udm/smf/pcf/upf/mme/smsc
+fileType: file type csv/xlsx
+hour: data time from the hour before the task execution time');

 REPLACE INTO "sys_i18n" VALUES (2000, 'menu.psap.agent', '座席', 'Agent');
 REPLACE INTO "sys_i18n" VALUES (2001, 'menu.psap.agent.callings', '并行话务', 'Calling Information');
--- a/build/database/lite/upgrade/upg_sys_job.sql
+++ b/build/database/lite/upgrade/upg_sys_job.sql
@@ -50,3 +50,4 @@ REPLACE INTO "sys_job" VALUES (30, 'job.backup_remove_file', 'SYSTEM', 'backup_r
 REPLACE INTO "sys_job" VALUES (31, 'job.backup_export_udm', 'SYSTEM', 'backup_export_udm', '{"dataType":["auth","sub","voip","volte"],"fileType":"txt"}', '0 35 0 * * ?', '3', '0', '1', '1', 'system', 1698478134839, 'supervisor', 1745481169354, 'job.backup_export_udm_remark');
 REPLACE INTO "sys_job" VALUES (32, 'job.backup_export_cdr', 'SYSTEM', 'backup_export_cdr', '{"dataType":["ims","smf","sgwc","smsc"],"fileType":"xlsx","hour":1}', '0 0 0/1 * * ?', '3', '0', '1', '1', 'system', 1698478134839, 'supervisor', 1745481169354, 'job.backup_export_cdr_remark');
 REPLACE INTO "sys_job" VALUES (33, 'job.backup_export_log', 'SYSTEM', 'backup_export_log', '{"dataType":["operate","login"],"fileType":"xlsx","hour":1}', '0 0 0/1 * * ?', '3', '0', '1', '1', 'system', 1698478134839, 'supervisor', 1745481169354, 'job.backup_export_log_remark');
+REPLACE INTO "sys_job" VALUES (34, 'job.backup_export_kpi', 'SYSTEM', 'backup_export_kpi', '{"dataType":["ims","amf","udm","smf","pcf","upf","mme","smsc"],"fileType":"xlsx","hour":1}', '0 0 0/1 * * ?', '3', '0', '1', '1', 'system', 1698478134839, 'supervisor', 1745481169354, 'job.backup_export_kpi_remark');
--- a/build/database/std/install/sys_i18n.sql
+++ b/build/database/std/install/sys_i18n.sql
@@ -806,6 +806,8 @@ INSERT INTO `sys_i18n` VALUES (788, 'menu.common.upgrade', '升级', 'Upgrade');
 INSERT INTO `sys_i18n` VALUES (789, 'menu.common.rollback', '回滚', 'Rollback');
 INSERT INTO `sys_i18n` VALUES (790, 'menu.common.ftp', 'FTP 配置', 'FTP Config');
 INSERT INTO `sys_i18n` VALUES (791, 'menu.common.ftpSync', 'FTP 同步', 'FTP Synchronization');
+INSERT INTO `sys_i18n` VALUES (792, 'job.backup_export_kpi', '备份-KPI数据定期导出', 'Backup-Periodic export of KPI Data');
+INSERT INTO `sys_i18n` VALUES (793, 'job.backup_export_kpi_remark', 'dataType: 类型支持 ims/smf/sgwc/smsc\nfileType: 文件类型 csv/xlsx\nhour: 数据时间从任务执行时间前的小时数', 'dataType: type support ims/smf/sgwc/smsc\nfileType: file type csv/xlsx\nhour: data time from the hour before the task execution time');

 INSERT INTO `sys_i18n` VALUES (2000, 'menu.psap.agent', '座席', 'Agent');
 INSERT INTO `sys_i18n` VALUES (2001, 'menu.psap.agent.callings', '并行话务', 'Calling Information');
--- a/build/database/std/install/sys_job.sql
+++ b/build/database/std/install/sys_job.sql
@@ -46,6 +46,9 @@ INSERT INTO `sys_job` VALUES (30, 'job.backup_remove_file', 'SYSTEM', 'backup_re
 INSERT INTO `sys_job` VALUES (31, 'job.backup_export_udm', 'SYSTEM', 'backup_export_udm', '{\"dataType\":[\"auth\",\"sub\",\"voip\",\"volte\"],\"fileType\":\"txt\"}', '0 35 0 * * ?', '3', '0', '1', '1', 'system', 1698478134839, 'supervisor', 1745481169354, 'job.backup_export_udm_remark');
 INSERT INTO `sys_job` VALUES (32, 'job.backup_export_cdr', 'SYSTEM', 'backup_export_cdr', '{\"dataType\":[\"ims\",\"smf\",\"sgwc\",\"smsc\"],\"fileType\":\"xlsx\",\"hour\":1}', '0 0 0/1 * * ?', '3', '0', '1', '1', 'system', 1698478134839, 'supervisor', 1745481169354, 'job.backup_export_cdr_remark');
 INSERT INTO `sys_job` VALUES (33, 'job.backup_export_log', 'SYSTEM', 'backup_export_log', '{\"dataType\":[\"operate\",\"login\"],\"fileType\":\"xlsx\",\"hour\":1}', '0 0 0/1 * * ?', '3', '0', '1', '1', 'system', 1698478134839, 'supervisor', 1745481169354, 'job.backup_export_log_remark');
+INSERT INTO `sys_job` VALUES (34, 'job.backup_export_kpi', 'SYSTEM', 'backup_export_kpi', '{\"dataType\":[\"ims\",\"amf\",\"udm\",\"smf\",\"pcf\",\"upf\",\"mme\",\"smsc\"],\"fileType\":\"xlsx\",\"hour\":1}', '0 0 0/1 * * ?', '3', '0', '1', '1', 'system', 1698478134839, 'supervisor', 1745481169354, 'job.backup_export_kpi_remark');
+
+
 -- INSERT INTO `sys_job` VALUES (34, 'job.backup_export_table_sys_log_operate', 'SYSTEM', 'backup_export_table', '{\"hour\":1,\"columns\":[\"id\",\"title\",\"business_type\",\"opera_by\",\"opera_url_method\",\"opera_url\",\"opera_ip\",\"status\",\"opera_time\",\"cost_time\"],\"tableName\":\"sys_log_operate\",\"backupPath\":\"/log/operate_log\"}', '0 0 0/1 * * ?', '3', '0', '0', '1', 'system', 1698478134839, 'system', 1698478134839, 'job.backup_export_table_sys_log_operate_remark');
 -- INSERT INTO `sys_job` VALUES (35, 'job.backup_export_table_cdr_event_ims', 'SYSTEM', 'backup_export_table', '{\"hour\":1,\"columns\":[\"id\",\"record_type\",\"call_type\",\"caller_party\",\"called_party\",\"call_duration\",\"cause\",\"seizure_time\",\"release_time\"],\"tableName\":\"cdr_event_ims\",\"backupPath\":\"/cdr/ims_cdr\"}', '0 0 0/1 * * ?', '3', '0', '0', '1', 'system', 1698478134839, 'system', 1698478134839, 'job.backup_export_table_cdr_event_ims_remark');
 -- INSERT INTO `sys_job` VALUES (36, 'job.backup_export_table_cdr_event_smf', 'SYSTEM', 'backup_export_table', '{\"hour\":1,\"columns\":[\"id\",\"charging_id\",\"subscription_id_data\",\"subscription_id_type\",\"data_volume_uplink\",\"data_volume_downlink\",\"data_total_volume\",\"invocation_timestamp\",\"user_identifier\",\"ssc_mode\",\"dnn_id\",\"pdu_type\",\"rat_type\",\"pdu_ipv4\",\"pdu_ipv6\",\"network_function_ipv4_address\",\"record_nfId\",\"record_type\",\"record_opening_time\"],\"tableName\":\"cdr_event_smf\",\"backupPath\":\"/cdr/smf_cdr\"}', '0 0 0/1 * * ?', '3', '0', '0', '1', 'system', 1698478134839, 'system', 1698478134839, 'job.backup_export_table_cdr_event_smf_remark');
--- a/build/database/std/upgrade/upg_sys_i18n.sql
+++ b/build/database/std/upgrade/upg_sys_i18n.sql
@@ -803,6 +803,8 @@ REPLACE INTO `sys_i18n` VALUES (788, 'menu.common.upgrade', '升级', 'Upgrade')
 REPLACE INTO `sys_i18n` VALUES (789, 'menu.common.rollback', '回滚', 'Rollback');
 REPLACE INTO `sys_i18n` VALUES (790, 'menu.common.ftp', 'FTP 配置', 'FTP Config');
 REPLACE INTO `sys_i18n` VALUES (791, 'menu.common.ftpSync', 'FTP 同步', 'FTP Synchronization');
+REPLACE INTO `sys_i18n` VALUES (792, 'job.backup_export_kpi', '备份-KPI数据定期导出', 'Backup-Periodic export of KPI Data');
+REPLACE INTO `sys_i18n` VALUES (793, 'job.backup_export_kpi_remark', 'dataType: 类型支持 ims/smf/sgwc/smsc\nfileType: 文件类型 csv/xlsx\nhour: 数据时间从任务执行时间前的小时数', 'dataType: type support ims/smf/sgwc/smsc\nfileType: file type csv/xlsx\nhour: data time from the hour before the task execution time');

 REPLACE INTO `sys_i18n` VALUES (2000, 'menu.psap.agent', '座席', 'Agent');
 REPLACE INTO `sys_i18n` VALUES (2001, 'menu.psap.agent.callings', '并行话务', 'Calling Information');
--- a/build/database/std/upgrade/upg_sys_job.sql
+++ b/build/database/std/upgrade/upg_sys_job.sql
@@ -62,6 +62,9 @@ REPLACE INTO `sys_job` VALUES (30, 'job.backup_remove_file', 'SYSTEM', 'backup_r
 REPLACE INTO `sys_job` VALUES (31, 'job.backup_export_udm', 'SYSTEM', 'backup_export_udm', '{\"dataType\":[\"auth\",\"sub\",\"voip\",\"volte\"],\"fileType\":\"txt\"}', '0 35 0 * * ?', '3', '0', '1', '1', 'system', 1698478134839, 'supervisor', 1745481169354, 'job.backup_export_udm_remark');
 REPLACE INTO `sys_job` VALUES (32, 'job.backup_export_cdr', 'SYSTEM', 'backup_export_cdr', '{\"dataType\":[\"ims\",\"smf\",\"sgwc\",\"smsc\"],\"fileType\":\"xlsx\",\"hour\":1}', '0 0 0/1 * * ?', '3', '0', '1', '1', 'system', 1698478134839, 'supervisor', 1745481169354, 'job.backup_export_cdr_remark');
 REPLACE INTO `sys_job` VALUES (33, 'job.backup_export_log', 'SYSTEM', 'backup_export_log', '{\"dataType\":[\"operate\",\"login\"],\"fileType\":\"xlsx\",\"hour\":1}', '0 0 0/1 * * ?', '3', '0', '1', '1', 'system', 1698478134839, 'supervisor', 1745481169354, 'job.backup_export_log_remark');
+REPLACE INTO `sys_job` VALUES (34, 'job.backup_export_kpi', 'SYSTEM', 'backup_export_kpi', '{\"dataType\":[\"ims\",\"amf\",\"udm\",\"smf\",\"pcf\",\"upf\",\"mme\",\"smsc\"],\"fileType\":\"xlsx\",\"hour\":1}', '0 0 0/1 * * ?', '3', '0', '1', '1', 'system', 1698478134839, 'supervisor', 1745481169354, 'job.backup_export_kpi_remark');
+
+
 -- REPLACE INTO `sys_job` VALUES (34, 'job.backup_export_table_sys_log_operate', 'SYSTEM', 'backup_export_table', '{\"hour\":1,\"columns\":[\"id\",\"title\",\"business_type\",\"opera_by\",\"opera_url_method\",\"opera_url\",\"opera_ip\",\"status\",\"opera_time\",\"cost_time\"],\"tableName\":\"sys_log_operate\",\"backupPath\":\"/log/operate_log\"}', '0 0 0/1 * * ?', '3', '0', '0', '1', 'system', 1698478134839, 'system', 1698478134839, 'job.backup_export_table_sys_log_operate_remark');
 -- REPLACE INTO `sys_job` VALUES (35, 'job.backup_export_table_cdr_event_ims', 'SYSTEM', 'backup_export_table', '{\"hour\":1,\"columns\":[\"id\",\"record_type\",\"call_type\",\"caller_party\",\"called_party\",\"call_duration\",\"cause\",\"seizure_time\",\"release_time\"],\"tableName\":\"cdr_event_ims\",\"backupPath\":\"/cdr/ims_cdr\"}', '0 0 0/1 * * ?', '3', '0', '0', '1', 'system', 1698478134839, 'system', 1698478134839, 'job.backup_export_table_cdr_event_ims_remark');
 -- REPLACE INTO `sys_job` VALUES (36, 'job.backup_export_table_cdr_event_smf', 'SYSTEM', 'backup_export_table', '{\"hour\":1,\"columns\":[\"id\",\"charging_id\",\"subscription_id_data\",\"subscription_id_type\",\"data_volume_uplink\",\"data_volume_downlink\",\"data_total_volume\",\"invocation_timestamp\",\"user_identifier\",\"ssc_mode\",\"dnn_id\",\"pdu_type\",\"rat_type\",\"pdu_ipv4\",\"pdu_ipv6\",\"network_function_ipv4_address\",\"record_nfId\",\"record_type\",\"record_opening_time\"],\"tableName\":\"cdr_event_smf\",\"backupPath\":\"/cdr/smf_cdr\"}', '0 0 0/1 * * ?', '3', '0', '0', '1', 'system', 1698478134839, 'system', 1698478134839, 'job.backup_export_table_cdr_event_smf_remark');
--- a/src/modules/crontask/processor/backup_export_kpi/backup_export_kpi.go
+++ b/src/modules/crontask/processor/backup_export_kpi/backup_export_kpi.go
@@ -0,0 +1,416 @@
+package backup_export_kpi
+
+import (
+	"encoding/json"
+	"fmt"
+	"path/filepath"
+	"runtime"
+	"sort"
+	"strconv"
+	"strings"
+	"time"
+
+	"be.ems/src/framework/cron"
+	"be.ems/src/framework/logger"
+	"be.ems/src/framework/utils/date"
+	"be.ems/src/framework/utils/file"
+	"be.ems/src/framework/utils/parse"
+	neDataModel "be.ems/src/modules/network_data/model"
+	neDataService "be.ems/src/modules/network_data/service"
+	neModel "be.ems/src/modules/network_element/model"
+	neService "be.ems/src/modules/network_element/service"
+)
+
+var NewProcessor = &BackupExportKPIProcessor{
+	count:             0,
+	backupService:     neDataService.NewBackup,
+	neInfoService:     neService.NewNeInfo,
+	kpiReportService:  neDataService.NewKpiReport,
+	kpicReportService: neDataService.NewKpiCReport,
+}
+
+// BackupExportKPI 队列任务处理
+type BackupExportKPIProcessor struct {
+	count             int                       // 执行次数
+	backupService     *neDataService.Backup     // 备份相关服务
+	neInfoService     *neService.NeInfo         // 网元信息服务
+	kpiReportService  *neDataService.KpiReport  // 统计信息服务
+	kpicReportService *neDataService.KpiCReport // 统计信息服务
+}
+
+func (s *BackupExportKPIProcessor) Execute(data any) (any, error) {
+	s.count++ // 执行次数加一
+	options := data.(cron.JobData)
+	sysJob := options.SysJob
+	logger.Infof("重复:%v 任务ID:%d  执行次数:%d", options.Repeat, sysJob.JobId, s.count)
+	// 返回结果，用于记录执行结果
+	result := map[string]any{
+		"count": s.count,
+	}
+
+	var params struct {
+		DataType []string `json:"dataType"` // 类型支持 ims/amf/udm/smf/pcf/upf/mme/smsc
+		FileType string   `json:"fileType"` // 文件类型 csv/xlsx
+		Hour     int      `json:"hour"`     // 数据时间从任务执行时间前的小时数
+	}
+	if err := json.Unmarshal([]byte(sysJob.TargetParams), &params); err != nil {
+		return nil, err
+	}
+	if !(params.FileType == "csv" || params.FileType == "xlsx") {
+		return nil, fmt.Errorf("file type error, only support csv,xlsx")
+	}
+
+	for _, v := range params.DataType {
+		neList := s.neInfoService.Find(neModel.NeInfo{NeType: strings.ToUpper(v)}, false, false)
+		for _, ne := range neList {
+			// 前 hour 小时
+			now := time.Now()
+			end := time.Date(now.Year(), now.Month(), now.Day(), now.Hour(), 0, 0, 0, now.Location())
+			start := end.Add(-time.Duration(params.Hour) * time.Hour)
+			// 密度
+			var interval int64 = 60
+			if ne.NeType == "UPF" {
+				interval = 5
+			}
+
+			// 指标
+			query := neDataModel.KPIQuery{
+				NeType:    ne.NeType,
+				NeID:      ne.NeId,
+				RmUID:     ne.RmUID,
+				Interval:  interval,
+				BeginTime: start.UnixMilli(),
+				EndTime:   end.UnixMilli(),
+			}
+			result[ne.NeName+"_kpi"] = s.exportKPI(query, params.FileType)
+
+			// 自定义指标
+			queryC := neDataModel.KPICQuery{
+				NeType:    ne.NeType,
+				NeID:      ne.NeId,
+				RmUID:     ne.RmUID,
+				Interval:  interval,
+				BeginTime: start.UnixMilli(),
+				EndTime:   end.UnixMilli(),
+			}
+			result[ne.NeName+"_kpic"] = s.exportKPIC(queryC, params.FileType)
+		}
+	}
+
+	// 返回结果，用于记录执行结果
+	return result, nil
+}
+
+// exportKPI 导出KPI数据
+func (s *BackupExportKPIProcessor) exportKPI(query neDataModel.KPIQuery, fileType string) string {
+	rows := s.kpiReportService.FindData(query)
+	if len(rows) == 0 {
+		return "no data"
+	}
+
+	// 获取数据指标id
+	kpiIdMap := make(map[string]string, 0)
+	kpiTitles := s.kpiReportService.FindTitle(query.NeType)
+	for _, v := range kpiTitles {
+		kpiIdMap[v.KpiId] = v.EnTitle
+	}
+
+	// 导出文件名称
+	dateStr := date.ParseDateToStr(parse.Number(query.EndTime), date.YYYYMMDDHHMMSS)
+	fileName := fmt.Sprintf("%s_%s_kpi_export_%d_%s.%s", strings.ToLower(query.NeType), query.NeID, len(rows), dateStr, fileType)
+	filePath := filepath.Join(s.backupService.BACKUP_DIR, fmt.Sprintf("/%s_kpi", strings.ToLower(query.NeType)), fileName)
+	if runtime.GOOS == "windows" {
+		filePath = fmt.Sprintf("C:%s", filePath)
+	}
+
+	if fileType == "csv" {
+		data := [][]string{}
+
+		// 获取kpiIdMap的键并排序
+		var sortedKpiIds []string
+		for kpiId := range kpiIdMap {
+			sortedKpiIds = append(sortedKpiIds, kpiId)
+		}
+		sort.Strings(sortedKpiIds) // 按字母排序
+
+		// 头 - 按排序后的顺序添加标题
+		header := []string{}
+		for _, kpiId := range sortedKpiIds {
+			header = append(header, kpiIdMap[kpiId])
+		}
+		header = append(header, "NE Name")
+		header = append(header, "Time")
+		data = append(data, header)
+
+		for _, row := range rows {
+			// 取时间
+			timeStr := ""
+			if v, ok := row["timeGroup"]; ok && v != nil {
+				if releaseTime := parse.Number(v); releaseTime > 0 {
+					timeStr = date.ParseDateToStr(releaseTime, date.YYYY_MM_DDTHH_MM_SSZ)
+				} else {
+					timeStr = fmt.Sprintf("%s", v)
+				}
+			}
+			// 取网元名称
+			neName := ""
+			if v, ok := row["neName"]; ok && v != nil {
+				neName = fmt.Sprintf("%s", v)
+			}
+
+			// 按排序后的顺序获取数据
+			dataRow := []string{}
+			for _, kpiId := range sortedKpiIds {
+				value := ""
+				if v, ok := row[kpiId]; ok && v != nil {
+					value = fmt.Sprint(v)
+				}
+				dataRow = append(dataRow, value)
+			}
+			dataRow = append(dataRow, neName)
+			dataRow = append(dataRow, timeStr)
+			data = append(data, dataRow)
+		}
+		// 输出到文件
+		if err := file.WriterFileCSV(data, filePath); err != nil {
+			logger.Errorf("export operate log err => %v", err.Error())
+			return "export err"
+		}
+	}
+
+	if fileType == "xlsx" {
+		// 获取kpiIdMap的键并排序
+		var sortedKpiIds []string
+		for kpiId := range kpiIdMap {
+			sortedKpiIds = append(sortedKpiIds, kpiId)
+		}
+		sort.Strings(sortedKpiIds) // 按字母排序
+
+		// 第一行表头标题 - 按排序后的顺序
+		headerCells := map[string]string{}
+		colIndex := 0
+
+		// 先添加KPI标题列
+		for i, kpiId := range sortedKpiIds {
+			colLetter := string(rune('A' + i))
+			headerCells[colLetter+"1"] = kpiIdMap[kpiId]
+			colIndex++
+		}
+
+		// 添加NE Name和Time列
+		neNameCol := string(rune('A' + colIndex))
+		headerCells[neNameCol+"1"] = "NE Name"
+		colIndex++
+
+		timeCol := string(rune('A' + colIndex))
+		headerCells[timeCol+"1"] = "Time"
+
+		// 从第二行开始的数据
+		dataCells := make([]map[string]any, 0)
+		for i, row := range rows {
+			idx := strconv.Itoa(i + 2)
+
+			// 取时间和网元名称
+			timeStr := ""
+			if v, ok := row["timeGroup"]; ok && v != nil {
+				if releaseTime := parse.Number(v); releaseTime > 0 {
+					timeStr = date.ParseDateToStr(releaseTime, date.YYYY_MM_DDTHH_MM_SSZ)
+				} else {
+					timeStr = fmt.Sprintf("%s", v)
+				}
+			}
+
+			neName := ""
+			if v, ok := row["neName"]; ok && v != nil {
+				neName = fmt.Sprintf("%s", v)
+			}
+
+			// 按排序后的顺序填充数据
+			dataCell := map[string]any{}
+
+			// 填充KPI数据
+			for j, kpiId := range sortedKpiIds {
+				value := ""
+				if v, ok := row[kpiId]; ok && v != nil {
+					value = fmt.Sprint(v)
+				}
+				colLetter := string(rune('A' + j))
+				dataCell[colLetter+idx] = value
+			}
+
+			// 填充NE Name和Time
+			dataCell[neNameCol+idx] = neName
+			dataCell[timeCol+idx] = timeStr
+
+			dataCells = append(dataCells, dataCell)
+		}
+		// 导出数据表格
+		if err := file.WriterFileExecl(headerCells, dataCells, filePath, ""); err != nil {
+			logger.Errorf("export operate log err => %v", err.Error())
+			return "export err"
+		}
+	}
+
+	// 上传到FTP服务器
+	if err := s.backupService.FTPPushFile(filePath, ""); err != nil {
+		return "ok, ftp err:" + err.Error()
+	}
+	return "ok"
+}
+
+// exportKPI 导出KPI数据
+func (s *BackupExportKPIProcessor) exportKPIC(query neDataModel.KPICQuery, fileType string) string {
+	rows := s.kpicReportService.FindData(query)
+	if len(rows) == 0 {
+		return "no data"
+	}
+
+	// 获取数据指标id
+	kpiIdMap := make(map[string]string, 0)
+	kpiTitles := s.kpiReportService.FindTitle(query.NeType)
+	for _, v := range kpiTitles {
+		kpiIdMap[v.KpiId] = v.EnTitle
+	}
+
+	// 导出文件名称
+	dateStr := date.ParseDateToStr(parse.Number(query.EndTime), date.YYYYMMDDHHMMSS)
+	fileName := fmt.Sprintf("%s_%s_kpic_export_%d_%s.%s", strings.ToLower(query.NeType), query.NeID, len(rows), dateStr, fileType)
+	filePath := filepath.Join(s.backupService.BACKUP_DIR, fmt.Sprintf("/%s_kpi", strings.ToLower(query.NeType)), fileName)
+	if runtime.GOOS == "windows" {
+		filePath = fmt.Sprintf("C:%s", filePath)
+	}
+
+	if fileType == "csv" {
+		data := [][]string{}
+
+		// 获取kpiIdMap的键并排序
+		var sortedKpiIds []string
+		for kpiId := range kpiIdMap {
+			sortedKpiIds = append(sortedKpiIds, kpiId)
+		}
+		sort.Strings(sortedKpiIds) // 按字母排序
+
+		// 头 - 按排序后的顺序添加标题
+		header := []string{}
+		for _, kpiId := range sortedKpiIds {
+			header = append(header, kpiIdMap[kpiId])
+		}
+		header = append(header, "NE Name")
+		header = append(header, "Time")
+		data = append(data, header)
+
+		for _, row := range rows {
+			// 取时间
+			timeStr := ""
+			if v, ok := row["timeGroup"]; ok && v != nil {
+				if releaseTime := parse.Number(v); releaseTime > 0 {
+					timeStr = date.ParseDateToStr(releaseTime, date.YYYY_MM_DDTHH_MM_SSZ)
+				} else {
+					timeStr = fmt.Sprintf("%s", v)
+				}
+			}
+			// 取网元名称
+			neName := ""
+			if v, ok := row["neName"]; ok && v != nil {
+				neName = fmt.Sprintf("%s", v)
+			}
+
+			// 按排序后的顺序获取数据
+			dataRow := []string{}
+			for _, kpiId := range sortedKpiIds {
+				value := ""
+				if v, ok := row[kpiId]; ok && v != nil {
+					value = fmt.Sprint(v)
+				}
+				dataRow = append(dataRow, value)
+			}
+			dataRow = append(dataRow, neName)
+			dataRow = append(dataRow, timeStr)
+			data = append(data, dataRow)
+		}
+		// 输出到文件
+		if err := file.WriterFileCSV(data, filePath); err != nil {
+			logger.Errorf("export operate log err => %v", err.Error())
+			return "export err"
+		}
+	}
+
+	if fileType == "xlsx" {
+		// 获取kpiIdMap的键并排序
+		var sortedKpiIds []string
+		for kpiId := range kpiIdMap {
+			sortedKpiIds = append(sortedKpiIds, kpiId)
+		}
+		sort.Strings(sortedKpiIds) // 按字母排序
+
+		// 第一行表头标题 - 按排序后的顺序
+		headerCells := map[string]string{}
+		colIndex := 0
+
+		// 先添加KPI标题列
+		for i, kpiId := range sortedKpiIds {
+			colLetter := string(rune('A' + i))
+			headerCells[colLetter+"1"] = kpiIdMap[kpiId]
+			colIndex++
+		}
+
+		// 添加NE Name和Time列
+		neNameCol := string(rune('A' + colIndex))
+		headerCells[neNameCol+"1"] = "NE Name"
+		colIndex++
+
+		timeCol := string(rune('A' + colIndex))
+		headerCells[timeCol+"1"] = "Time"
+
+		// 从第二行开始的数据
+		dataCells := make([]map[string]any, 0)
+		for i, row := range rows {
+			idx := strconv.Itoa(i + 2)
+
+			// 取时间和网元名称
+			timeStr := ""
+			if v, ok := row["timeGroup"]; ok && v != nil {
+				if releaseTime := parse.Number(v); releaseTime > 0 {
+					timeStr = date.ParseDateToStr(releaseTime, date.YYYY_MM_DDTHH_MM_SSZ)
+				} else {
+					timeStr = fmt.Sprintf("%s", v)
+				}
+			}
+
+			neName := ""
+			if v, ok := row["neName"]; ok && v != nil {
+				neName = fmt.Sprintf("%s", v)
+			}
+
+			// 按排序后的顺序填充数据
+			dataCell := map[string]any{}
+
+			// 填充KPI数据
+			for j, kpiId := range sortedKpiIds {
+				value := ""
+				if v, ok := row[kpiId]; ok && v != nil {
+					value = fmt.Sprint(v)
+				}
+				colLetter := string(rune('A' + j))
+				dataCell[colLetter+idx] = value
+			}
+
+			// 填充NE Name和Time
+			dataCell[neNameCol+idx] = neName
+			dataCell[timeCol+idx] = timeStr
+
+			dataCells = append(dataCells, dataCell)
+		}
+		// 导出数据表格
+		if err := file.WriterFileExecl(headerCells, dataCells, filePath, ""); err != nil {
+			logger.Errorf("export operate log err => %v", err.Error())
+			return "export err"
+		}
+	}
+
+	// 上传到FTP服务器
+	if err := s.backupService.FTPPushFile(filePath, ""); err != nil {
+		return "ok, ftp err:" + err.Error()
+	}
+	return "ok"
+}
--- a/src/modules/crontask/processor/processor.go
+++ b/src/modules/crontask/processor/processor.go
@@ -3,6 +3,7 @@ package processor
 import (
 	"be.ems/src/framework/cron"
 	processorBackupExportCDR "be.ems/src/modules/crontask/processor/backup_export_cdr"
+	processorBackupExportKPI "be.ems/src/modules/crontask/processor/backup_export_kpi"
 	processorBackupExportLog "be.ems/src/modules/crontask/processor/backup_export_log"
 	processorBackupExportTable "be.ems/src/modules/crontask/processor/backup_export_table"
 	processorBackupExportUDM "be.ems/src/modules/crontask/processor/backup_export_udm"
@@ -60,4 +61,6 @@ func InitCronQueue() {
 	cron.CreateQueue("backup_export_cdr", processorBackupExportCDR.NewProcessor)
 	// 备份-导出Log数据
 	cron.CreateQueue("backup_export_log", processorBackupExportLog.NewProcessor)
+	// 备份-导出KPI数据
+	cron.CreateQueue("backup_export_kpi", processorBackupExportKPI.NewProcessor)
 }