分析页统计:1、大板统计接口实现;2、已有统计接口调整:小板数量面积直接在sql排序、排单相关移除显式organid、生产单数量统计增加deleted条件;

This commit is contained in:
gaoqr
2024-08-22 10:47:54 +08:00
parent 7cf453050f
commit 96ac241c56
7 changed files with 231 additions and 42 deletions
@@ -90,7 +90,7 @@ public class OrderStatisticsController {
@GetMapping("/bigPlateCount/group")
@Operation(summary = "大板数量分组统计")
public CommonResult<Map<String, Object>> getBigPlateCount(@Valid OrderStatisticsReqVO reqVO) {
return success(null);
return success(orderStatisticsService.getBigPlateCountGroup(reqVO));
}
}
@@ -6,13 +6,12 @@ import com.cf.imes.module.executor.controller.admin.order.vo.order.OrderStatisti
import com.cf.imes.module.executor.controller.admin.order.vo.order.OrderStatisticsReqVO;
import com.cf.imes.module.executor.controller.admin.order.vo.order.OrderStatisticsStatusRespVO;
import com.cf.imes.module.executor.dal.dataobject.order.OrderDO;
import com.cf.imes.module.executor.enums.OrderDeletedEnum;
import com.cf.imes.module.executor.enums.OrderStatusEnum;
import org.apache.ibatis.annotations.Mapper;
import org.apache.ibatis.annotations.Param;
import java.time.LocalDate;
import java.time.LocalDateTime;
import java.time.LocalTime;
import java.util.List;
/**
@@ -27,7 +26,7 @@ public interface OrderStatisticsMapper extends BaseMapperX<OrderDO> {
*/
default Integer selectOrderCount() {
return Math.toIntExact(selectCount(new LambdaQueryWrapperX<OrderDO>()
.eq(OrderDO::getDeleted, 0)));
.eq(OrderDO::getDeleted, OrderDeletedEnum.NOT_DELETED.getStatus())));
}
/**
@@ -36,6 +35,7 @@ public interface OrderStatisticsMapper extends BaseMapperX<OrderDO> {
*/
default Integer selectOrderCountToday() {
return Math.toIntExact(selectCount(new LambdaQueryWrapperX<OrderDO>()
.eq(OrderDO::getDeleted, OrderDeletedEnum.NOT_DELETED.getStatus())
.eq(OrderDO::getOrderDate, LocalDate.now())));
}
@@ -46,7 +46,9 @@ public interface OrderStatisticsMapper extends BaseMapperX<OrderDO> {
*/
default Integer selectOrderCountTodayFinish() {
return Math.toIntExact(selectCount(new LambdaQueryWrapperX<OrderDO>()
.between(OrderDO::getFinishTime, LocalDateTime.of(LocalDate.now(), LocalTime.MIN), LocalDateTime.of(LocalDate.now(), LocalTime.MAX))));
.eq(OrderDO::getDeleted, OrderDeletedEnum.NOT_DELETED.getStatus())
.eq(OrderDO::getStatus, OrderStatusEnum.FINISH_PRODUCTION.getStatus())
.eq(OrderDO::getFinishTime, LocalDate.now())));
}
/**
@@ -55,13 +57,14 @@ public interface OrderStatisticsMapper extends BaseMapperX<OrderDO> {
*/
default Integer selectOrderCountProduce() {
return Math.toIntExact(selectCount(new LambdaQueryWrapperX<OrderDO>()
.eq(OrderDO::getDeleted, OrderDeletedEnum.NOT_DELETED.getStatus())
.eq(OrderDO::getStatus, OrderStatusEnum.IN_PRODUCTION.getStatus())));
}
/**
* 生产中生产平方数
*
* @param organId
* @param
* @return
*/
Integer selectOrderSquareProduce();
@@ -72,4 +72,12 @@ public interface OrderStatisticsService {
* @return
*/
Map<String, Object> getOrderPlateAreaGroup(OrderStatisticsReqVO reqVO);
/**
* 大板数量分组统计
*
* @param reqVO
* @return
*/
Map<String, Object> getBigPlateCountGroup(OrderStatisticsReqVO reqVO);
}
@@ -1,24 +1,41 @@
package com.cf.imes.module.executor.service.order;
import cn.hutool.core.util.ObjectUtil;
import co.elastic.clients.elasticsearch.ElasticsearchClient;
import co.elastic.clients.elasticsearch._types.FieldValue;
import co.elastic.clients.elasticsearch._types.SortOrder;
import co.elastic.clients.elasticsearch._types.aggregations.Aggregate;
import co.elastic.clients.elasticsearch._types.aggregations.CalendarInterval;
import co.elastic.clients.elasticsearch._types.aggregations.DateHistogramAggregation;
import co.elastic.clients.elasticsearch.core.SearchRequest;
import co.elastic.clients.elasticsearch.core.SearchResponse;
import co.elastic.clients.json.JsonData;
import co.elastic.clients.util.NamedValue;
import com.cf.imes.framework.common.enums.OrderStatusEnum;
import com.cf.imes.framework.security.core.util.SecurityFrameworkUtils;
import com.cf.imes.module.executor.controller.admin.order.vo.order.OrderGoodsPlateRespVO;
import com.cf.imes.module.executor.controller.admin.order.vo.order.OrderStatisticsAreaRespVO;
import com.cf.imes.module.executor.controller.admin.order.vo.order.OrderStatisticsReqVO;
import com.cf.imes.module.executor.controller.admin.order.vo.order.OrderStatisticsStatusRespVO;
import com.cf.imes.module.executor.controller.admin.plan.vo.OrderPlanStatisticsAreaRespVO;
import com.cf.imes.module.executor.controller.admin.plan.vo.OrderPlanStatisticsCountRespVO;
import com.cf.imes.module.executor.dal.dataobject.plate.PlateGoodDO;
import com.cf.imes.module.executor.dal.mysql.order.OrderStatisticsMapper;
import com.cf.imes.module.executor.dal.mysql.plan.PlanMapper;
import com.cf.imes.module.executor.dal.mysql.plate.OrderPlateStatisticsMapper;
import com.cf.imes.module.executor.dal.mysql.plate.PlateGoodMapper;
import com.cf.imes.module.executor.enums.OrderStatisticsUnit;
import com.cf.imes.module.executor.service.optimizeplan.OptimizePlanService;
import com.cf.imes.module.system.api.dict.DictDataApi;
import com.cf.imes.module.system.api.dict.dto.DictDataRespDTO;
import com.cf.imes.module.system.enums.DictTypeConstants;
import lombok.extern.slf4j.Slf4j;
import org.springframework.stereotype.Service;
import org.springframework.validation.annotation.Validated;
import javax.annotation.Resource;
import java.io.IOException;
import java.math.BigDecimal;
import java.time.LocalDate;
import java.time.format.DateTimeFormatter;
@@ -40,6 +57,7 @@ import java.util.stream.Collectors;
*/
@Service
@Validated
@Slf4j
public class OrderStatisticsServiceImpl implements OrderStatisticsService {
@Resource
private OrderStatisticsMapper orderStatisticsMapper;
@@ -53,9 +71,20 @@ public class OrderStatisticsServiceImpl implements OrderStatisticsService {
@Resource
private DictDataApi dictDataApi;
@Resource
private PlateGoodMapper plateGoodMapper;
@Resource
private ElasticsearchClient client;
// 常用的字段key
private static final String DATELIST_FIELD_NAME = "dateList";
private static final String SERIES_FIELD_NAME = "series";
private static final String ORDER_REMAIN_PLATE_MODEL_CREATE_TIME_FIELDNAME = "createTime";
private static final String ORDER_REMAIN_PLATE_MODEL_GOODS_GROUP_NAME = "goods_group";
private static final String ORDER_REMAIN_PLATE_MODEL_GOODS_COUNT_NAME = "goods_count";
private static final String DATE_TIME_FORMATTER_PATTERN_YEAR_MONTH = "yyyy-M";
private static final String DATE_TIME_FORMATTER_PATTERN_YEAR_MONTH_DAY = "yyyy-M-d";
@Override
public Integer orderCount() {
@@ -206,13 +235,10 @@ public class OrderStatisticsServiceImpl implements OrderStatisticsService {
// 所有的日期集合
List<String> dateList = getDateList(reqVO);
// 查询时间段内数量最多的小板,排序列出数量前10的goods_id
// 查询时间段内数量最多的小板,列出数量前10的goods_id
List<Long> topTenCountGoodsId = orderPlateStatisticsMapper.selectPlateCountList(reqVO).stream()
.sorted(Comparator.comparingLong(OrderGoodsPlateRespVO::getOrderCount).reversed())
.map(OrderGoodsPlateRespVO::getGoodsId)
.limit(10)
.collect(Collectors.toList());
.toList();
// 前十goods_id基于时间分组
Map<String, List<OrderGoodsPlateRespVO>> orderGoodsPlateRespMap = orderPlateStatisticsMapper.selectTopTenPlateCountListGroupByOrderDate(topTenCountGoodsId, reqVO).stream()
@@ -225,7 +251,7 @@ public class OrderStatisticsServiceImpl implements OrderStatisticsService {
List<OrderGoodsPlateRespVO> list = orderGoodsPlateRespMap.values().stream()
.flatMap(List::stream)
.filter(vo -> vo.getGoodsId().equals(id))
.collect(Collectors.toList());
.toList();
if (!list.isEmpty()) {
// goodsId相同,其他属性任取
goodsMap.put(id, list.get(0));
@@ -277,12 +303,10 @@ public class OrderStatisticsServiceImpl implements OrderStatisticsService {
// 所有的日期集合
List<String> dateList = getDateList(reqVO);
// 查询时间段内面积最多的小板,排序列出前10面积的goods_id
// 查询时间段内面积最多的小板,列出前10面积的goods_id
List<Long> topTenCountGoodsId = orderPlateStatisticsMapper.selectPlateAreaList(reqVO).stream()
.sorted(Comparator.comparing(OrderGoodsPlateRespVO::getOrderArea).reversed())
.map(OrderGoodsPlateRespVO::getGoodsId)
.limit(10)
.collect(Collectors.toList());
.toList();
// 前十goods_id基于时间分组
@@ -296,7 +320,7 @@ public class OrderStatisticsServiceImpl implements OrderStatisticsService {
List<OrderGoodsPlateRespVO> list = orderGoodsPlateRespMap.values().stream()
.flatMap(List::stream)
.filter(vo -> vo.getGoodsId().equals(id))
.collect(Collectors.toList());
.toList();
if (!list.isEmpty()) {
// goodsId相同,其他属性任取
goodsMap.put(id, list.get(0));
@@ -341,6 +365,167 @@ public class OrderStatisticsServiceImpl implements OrderStatisticsService {
return resultMap;
}
@Override
public Map<String, Object> getBigPlateCountGroup(OrderStatisticsReqVO reqVO) {
Map<String, Object> resultMap = new LinkedHashMap<>();
Integer unit = reqVO.getUnit();
// 所有的日期集合
List<String> dateList = getDateList(reqVO);
DateTimeFormatter dateTimeFormatter = DateTimeFormatter.ofPattern("yyyy-MM-dd");
SearchResponse<Map> response;
try {
// 查询创建时间段内,数量最多的goods_id前十
SearchRequest searchRequest = new SearchRequest.Builder()
.size(0)
.index(OptimizePlanService.ORDER_REMAIN_PLATE_MODEL)
.query(q -> q.range(r -> r.field(ORDER_REMAIN_PLATE_MODEL_CREATE_TIME_FIELDNAME)
.gte(JsonData.of(reqVO.getCreateTime()[0].format(dateTimeFormatter)))
.lte(JsonData.of(reqVO.getCreateTime()[1].format(dateTimeFormatter))))
)
.aggregations(ORDER_REMAIN_PLATE_MODEL_GOODS_GROUP_NAME,
agg -> agg.terms(terms -> terms.field("id").size(10).order(new NamedValue<>(ORDER_REMAIN_PLATE_MODEL_GOODS_COUNT_NAME, SortOrder.Desc)))
.aggregations(ORDER_REMAIN_PLATE_MODEL_GOODS_COUNT_NAME, sumAgg -> sumAgg.sum(sum -> sum.field("boardCount")))
)
.build();
response = client.search(searchRequest, Map.class);
Map<String, Aggregate> goodsCountAggMap = response.aggregations();
Aggregate goodsCountAgg = goodsCountAggMap.get(ORDER_REMAIN_PLATE_MODEL_GOODS_GROUP_NAME);
List<FieldValue> goodsIds = new ArrayList<>();
/**
* 获取数量最大前十的goodsId列表
*/
goodsCountAgg.sterms().buckets().array().forEach(e -> goodsIds.add(e.key()));
// 查询创建时间段内,数量最多的goods_id前十下的数据,按goods_id和日期分组
SearchRequest dateGroupRequest = new SearchRequest.Builder()
.size(0)
.index(OptimizePlanService.ORDER_REMAIN_PLATE_MODEL)
.query(q -> q.range(r -> r.field(ORDER_REMAIN_PLATE_MODEL_CREATE_TIME_FIELDNAME)
.gte(JsonData.of(reqVO.getCreateTime()[0].format(dateTimeFormatter)))
.lte(JsonData.of(reqVO.getCreateTime()[1].format(dateTimeFormatter))))
)
.query(q -> q.bool(b -> b.must(m -> m.terms(t -> t.field("goods_id").terms(tv -> tv.value(goodsIds))))))
.query(q -> q.match(m -> m.field("organId").query(SecurityFrameworkUtils.getUserOrganId())))
.aggregations(ORDER_REMAIN_PLATE_MODEL_GOODS_GROUP_NAME,
agg -> agg.terms(terms -> terms.field("id").order(new NamedValue<>(ORDER_REMAIN_PLATE_MODEL_GOODS_COUNT_NAME, SortOrder.Desc)))
.aggregations("date_group", dateAgg -> dateAgg.dateHistogram(date -> getDateHistogram(unit, date.field(ORDER_REMAIN_PLATE_MODEL_CREATE_TIME_FIELDNAME))))
.aggregations(ORDER_REMAIN_PLATE_MODEL_GOODS_COUNT_NAME, sumAgg -> sumAgg.sum(sum -> sum.field("boardCount")))
)
.build();
response = client.search(dateGroupRequest, Map.class);
Map<String, Aggregate> goodsDateCountAggMap = response.aggregations();
Aggregate goodsDateAgg = goodsDateCountAggMap.get(ORDER_REMAIN_PLATE_MODEL_GOODS_GROUP_NAME);
// 构建map{日期:{goodsId、count}}
Map<String, List<OrderGoodsPlateRespVO>> goodsDateGroupMap = new HashMap<>();
goodsDateAgg.sterms().buckets().array().forEach(goodsDateAggBucket -> {
String goodsId = goodsDateAggBucket.key().stringValue();
// todo 目前没有发现好的es统计月周的方式,先把年月日查出来转周,后续优化
String dateStr = dateToWeekMonth(goodsDateAggBucket.aggregations().get("date_group").dateHistogram().buckets().array().get(0).keyAsString(), unit);
double goodsCount = goodsDateAggBucket.aggregations().get(ORDER_REMAIN_PLATE_MODEL_GOODS_COUNT_NAME).sum().value();
OrderGoodsPlateRespVO vo = OrderGoodsPlateRespVO.builder().goodsId(Long.parseLong(goodsId)).orderDate(dateStr).orderCount((int) goodsCount).build();
List<OrderGoodsPlateRespVO> orderGoodsPlateRespVOS = goodsDateGroupMap.get(dateStr);
if (ObjectUtil.isNotNull(orderGoodsPlateRespVOS)) {
orderGoodsPlateRespVOS.add(vo);
} else {
ArrayList<OrderGoodsPlateRespVO> goodsPlateRespVOS = new ArrayList<>();
goodsPlateRespVOS.add(vo);
goodsDateGroupMap.put(dateStr, goodsPlateRespVOS);
}
});
// 遍历所有goods_id
List<Map<String, Object>> series = new ArrayList<>();
for (FieldValue goodsIdFieldValue : goodsIds) {
String goodsIdStr = goodsIdFieldValue.stringValue();
Long goodsId = Long.parseLong(goodsIdStr);
Map<String, Object> seriesItem = new HashMap<>();
int[] countArr = new int[dateList.size()];
// 遍历完整的日期范围
int index = 0;
for (String dateStr : dateList) {
// 查找匹配的goodsId
List<OrderGoodsPlateRespVO> orderGoodsPlateRespVOS = goodsDateGroupMap.get(dateStr);
int count = 0;
if (orderGoodsPlateRespVOS != null) {
count = orderGoodsPlateRespVOS.stream()
.filter(respVO -> Objects.equals(goodsId, respVO.getGoodsId()))
.map(OrderGoodsPlateRespVO::getOrderCount)
.findFirst().orElse(0);
}
countArr[index++] = count;
}
seriesItem.put("data", countArr);
seriesItem.put("id", goodsId);
// 材质-商品名称-颜色-纹理-宽-高-厚-品牌
PlateGoodDO plateGoodDO = plateGoodMapper.selectById(goodsId);
if (ObjectUtil.isNull(plateGoodDO)) {
// 没有对应大板不展示
log.error("[getBigPlateCountGroup][统计大板数量,查询大板{} 不存在]", goodsId);
continue;
}
// 获取纹路描述
DictDataRespDTO grainDTO = dictDataApi.getDictData(DictTypeConstants.GRAIN_TYPE, String.valueOf(plateGoodDO.getTexture())).getData();
String texture = ObjectUtil.isNotNull(grainDTO) ? grainDTO.getLabel() : "";
seriesItem.put("name", plateGoodDO.getMaterial() + "-" + plateGoodDO.getGoodsName() +
"-" + plateGoodDO.getColor() + "-" + texture + "-" + stripTrailingZeros(BigDecimal.valueOf(plateGoodDO.getWidth())) +
"×" + stripTrailingZeros(BigDecimal.valueOf(plateGoodDO.getHeight())) + "×" + stripTrailingZeros(BigDecimal.valueOf(plateGoodDO.getThickness())) + "-" + plateGoodDO.getBrand());
series.add(seriesItem);
}
resultMap.put(DATELIST_FIELD_NAME, dateList.stream().map(date -> generateDateRangeAxis(date, unit)).toList());
resultMap.put(SERIES_FIELD_NAME, series);
} catch (IOException e) {
log.error("[getBigPlateCountGroup][统计大板数量异常:{}]", e.getMessage(), e);
}
return resultMap;
}
/**
* 根据统计维度获取es分组的dateHistogram
*
* @return
*/
private DateHistogramAggregation.Builder getDateHistogram(Integer unit, DateHistogramAggregation.Builder builder) {
switch (OrderStatisticsUnit.fromValue(unit)) {
case QUARTER:
return builder.calendarInterval(CalendarInterval.Quarter).format("yyyy-Q");
case MONTH:
return builder.calendarInterval(CalendarInterval.Month).format(DATE_TIME_FORMATTER_PATTERN_YEAR_MONTH);
case DAY, WEEK:
default:
return builder.calendarInterval(CalendarInterval.Day).format(DATE_TIME_FORMATTER_PATTERN_YEAR_MONTH_DAY);
}
}
/**
* 年月日转年月周
*
* @param dateStr
* @return
*/
private String dateToWeekMonth(String dateStr, Integer unit) {
if (OrderStatisticsUnit.WEEK.getValue().equals(unit)) {
LocalDate date = LocalDate.parse(dateStr, DateTimeFormatter.ofPattern(DATE_TIME_FORMATTER_PATTERN_YEAR_MONTH_DAY));
// 年月
String outDateStr = date.format(DateTimeFormatter.ofPattern(DATE_TIME_FORMATTER_PATTERN_YEAR_MONTH));
// 计算从月份第一天到当前日期经过了多少周
LocalDate monthStart = date.with(TemporalAdjusters.firstDayOfMonth());
long weeksInMonth = ChronoUnit.WEEKS.between(monthStart, date) + 1;
return outDateStr + "-" + weeksInMonth;
}
return dateStr;
}
/**
* 获取日期区间格式下的所有日期字符串
* 1、reqVO设置机构id
@@ -372,8 +557,8 @@ public class OrderStatisticsServiceImpl implements OrderStatisticsService {
endTime = now;
switch (OrderStatisticsUnit.fromValue(reqVO.getUnit())) {
case QUARTER:
// 从now往前的2
startTime = now.minusYears(2);
// 从now往前的1
startTime = now.minusYears(1);
break;
case MONTH:
// 包含now往前的12个月
@@ -419,22 +604,17 @@ public class OrderStatisticsServiceImpl implements OrderStatisticsService {
startDate = startDate.plusMonths(3);
break;
case MONTH:
dateStr = startDate.format(DateTimeFormatter.ofPattern("yyyy-M"));
dateStr = startDate.format(DateTimeFormatter.ofPattern(DATE_TIME_FORMATTER_PATTERN_YEAR_MONTH));
// 加一月
startDate = startDate.plusMonths(1);
break;
case WEEK:
// 使用自定义格式表示月份
dateStr = startDate.format(DateTimeFormatter.ofPattern("yyyy-M"));
// 计算从月份第一天到当前日期经过了多少周
LocalDate monthStart = startDate.with(TemporalAdjusters.firstDayOfMonth());
long weeksInMonth = ChronoUnit.WEEKS.between(monthStart, startDate) + 1;
dateStr = dateStr + "-" + weeksInMonth;
dateStr = startDate.format(DateTimeFormatter.ofPattern("yyyy-M-W"));
// 加一周
startDate = startDate.plusWeeks(1);
break;
case DAY:
dateStr = startDate.format(DateTimeFormatter.ofPattern("yyyy-M-d"));
dateStr = startDate.format(DateTimeFormatter.ofPattern(DATE_TIME_FORMATTER_PATTERN_YEAR_MONTH_DAY));
// 加一天
startDate = startDate.plusDays(1);
break;
@@ -3,8 +3,8 @@
<mapper namespace="com.cf.imes.module.executor.dal.mysql.order.OrderStatisticsMapper">
<select id="selectOrderSquareProduce" resultType="java.lang.Integer">
SELECT SUM(op.area) as area FROM orders o
LEFT JOIN order_plate op on op.order_id = o.id
WHERE o.deleted = 0
JOIN order_plate op on op.order_id = o.id
WHERE o.deleted = 0 and o.status = 3;
</select>
<sql id="dateFormat">
@@ -140,8 +140,7 @@
,CONCAT(YEAR(p.create_time), '-', MONTH(p.create_time), '-', DAY(p.create_time)) as date
</if>
from order_plan p
where p.organ_id = #{req.organId}
and p.create_time between #{req.createTime[0]} and #{req.createTime[1]}
where p.create_time between #{req.createTime[0]} and #{req.createTime[1]}
and p.deleted = 0
group by date;
</select>
@@ -162,11 +161,10 @@
,CONCAT(YEAR(p.create_time), '-', MONTH(p.create_time), '-', DAY(p.create_time)) as date
</if>
from order_plan p
join order_plan_item opi on p.id = opi.plan_id and opi.organ_id = #{req.organId}
join order_item oi on oi.id = opi.item_id and oi.organ_id = #{req.organId}
join order_plate op on oi.plate_id = op.id and op.organ_id = #{req.organId}
where p.organ_id = #{req.organId}
and p.create_time between #{req.createTime[0]} and #{req.createTime[1]}
join order_plan_item opi on p.id = opi.plan_id
join order_item oi on oi.id = opi.item_id
join order_plate op on oi.plate_id = op.id
where p.create_time between #{req.createTime[0]} and #{req.createTime[1]}
and p.deleted = 0
group by date;
</select>
@@ -6,12 +6,12 @@
count(a.id) as orderCount
from order_goods g
left join order_plate a ON g.id = a.goods_id and a.deleted = 0
left join orders o ON o.id = a.order_id and o.deleted = 0
join orders o ON o.id = a.order_id and o.deleted = 0
where g.deleted = 0
and o.order_date between #{req.createTime[0]} and #{req.createTime[1]}
group by g.goods_id
having orderCount > 0
order by null;
order by orderCount desc
limit 10;
</select>
<select id="selectTopTenPlateCountListGroupByOrderDate" resultType="com.cf.imes.module.executor.controller.admin.order.vo.order.OrderGoodsPlateRespVO">
@@ -40,7 +40,7 @@
</if>
FROM order_goods g
LEFT JOIN order_plate a ON g.id = a.goods_id and a.deleted = 0
LEFT JOIN orders o ON o.id = a.order_id and o.deleted = 0
JOIN orders o ON o.id = a.order_id and o.deleted = 0
WHERE g.deleted = 0
AND o.order_date BETWEEN #{req.createTime[0]} AND #{req.createTime[1]}
and g.goods_id in
@@ -60,8 +60,8 @@
where g.deleted = 0
and o.order_date between #{req.createTime[0]} and #{req.createTime[1]}
group by g.goods_id
having orderArea > 0
order by null;
order by orderArea
limit 10;
</select>
<select id="selectTopTenPlateAreaListGroupByOrderDate"