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refactor(data): 统一数据库字段命名规范并更新查询逻辑

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- 将DataHarmpowerP类中的totPf、totDf、totP等字段的@Column注解名称规范化为下划线格式
- 将DataHarmpowerP类中的totP1-totP50字段名统一调整为tot_tp_1-tot_tp_50格式
- 将DataHarmpowerQ类中的totQ字段名调整为tot_q，totQ1-totQ50调整为tot_tq_1-tot_tq_50格式
- 将DataHarmpowerS类中的totS字段名调整为tot_s，totS1-totS50调整为tot_ts_1-tot_ts_50格式
- 在InfluxdbDataHarmpowerPImpl服务中添加tot_tp_1-tot_tp_50字段的查询条件配置
- 在InfluxdbDataHarmpowerPImpl服务中增加TotP、TotDf、TotPf字段的选择查询
- 在InfluxdbDataHarmpowerQImpl服务中添加tot_tq_1-tot_tq_50字段的查询条件配置
- 在InfluxdbDataHarmpowerQImpl服务中增加TotQ字段的选择查询
- 在InfluxdbDataHarmpowerSImpl服务中添加tot_ts_1-tot_ts_50字段的查询条件配置
- 在InfluxdbDataHarmpowerSImpl服务中增加TotS字段的选择查询
This commit is contained in:
xy
2026-07-01 17:16:21 +08:00
parent ac40e92c79
commit 274d787b04
6 changed files with 165 additions and 157 deletions
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110
data-processing/data-processing-api/src/main/java/com/njcn/dataProcess/po/influx/DataHarmpowerP.java
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@@ -214,111 +214,111 @@ public class DataHarmpowerP {
private Double p50; private Double p50;
//在线监测添加的字段 //在线监测添加的字段
@Column(name = "totPf") @Column(name = "tot_p")
private Double totPf;
@Column(name = "totDf")
private Double totDf;
@Column(name = "totP")
private Double totP; private Double totP;
@Column(name = "totP1") @Column(name = "tot_df")
private Double totDf;
@Column(name = "tot_pf")
private Double totPf;
@Column(name = "tot_tp_1")
private Double totP1; private Double totP1;
@Column(name = "totP2") @Column(name = "tot_tp_2")
private Double totP2; private Double totP2;
@Column(name = "totP3") @Column(name = "tot_tp_3")
private Double totP3; private Double totP3;
@Column(name = "totP4") @Column(name = "tot_tp_4")
private Double totP4; private Double totP4;
@Column(name = "totP5") @Column(name = "tot_tp_5")
private Double totP5; private Double totP5;
@Column(name = "totP6") @Column(name = "tot_tp_6")
private Double totP6; private Double totP6;
@Column(name = "totP7") @Column(name = "tot_tp_7")
private Double totP7; private Double totP7;
@Column(name = "totP8") @Column(name = "tot_tp_8")
private Double totP8; private Double totP8;
@Column(name = "totP9") @Column(name = "tot_tp_9")
private Double totP9; private Double totP9;
@Column(name = "totP10") @Column(name = "tot_tp_10")
private Double totP10; private Double totP10;
@Column(name = "totP11") @Column(name = "tot_tp_11")
private Double totP11; private Double totP11;
@Column(name = "totP12") @Column(name = "tot_tp_12")
private Double totP12; private Double totP12;
@Column(name = "totP13") @Column(name = "tot_tp_13")
private Double totP13; private Double totP13;
@Column(name = "totP14") @Column(name = "tot_tp_14")
private Double totP14; private Double totP14;
@Column(name = "totP15") @Column(name = "tot_tp_15")
private Double totP15; private Double totP15;
@Column(name = "totP16") @Column(name = "tot_tp_16")
private Double totP16; private Double totP16;
@Column(name = "totP17") @Column(name = "tot_tp_17")
private Double totP17; private Double totP17;
@Column(name = "totP18") @Column(name = "tot_tp_18")
private Double totP18; private Double totP18;
@Column(name = "totP19") @Column(name = "tot_tp_19")
private Double totP19; private Double totP19;
@Column(name = "totP20") @Column(name = "tot_tp_20")
private Double totP20; private Double totP20;
@Column(name = "totP21") @Column(name = "tot_tp_21")
private Double totP21; private Double totP21;
@Column(name = "totP22") @Column(name = "tot_tp_22")
private Double totP22; private Double totP22;
@Column(name = "totP23") @Column(name = "tot_tp_23")
private Double totP23; private Double totP23;
@Column(name = "totP24") @Column(name = "tot_tp_24")
private Double totP24; private Double totP24;
@Column(name = "totP25") @Column(name = "tot_tp_25")
private Double totP25; private Double totP25;
@Column(name = "totP26") @Column(name = "tot_tp_26")
private Double totP26; private Double totP26;
@Column(name = "totP27") @Column(name = "tot_tp_27")
private Double totP27; private Double totP27;
@Column(name = "totP28") @Column(name = "tot_tp_28")
private Double totP28; private Double totP28;
@Column(name = "totP29") @Column(name = "tot_tp_29")
private Double totP29; private Double totP29;
@Column(name = "totP30") @Column(name = "tot_tp_30")
private Double totP30; private Double totP30;
@Column(name = "totP31") @Column(name = "tot_tp_31")
private Double totP31; private Double totP31;
@Column(name = "totP32") @Column(name = "tot_tp_32")
private Double totP32; private Double totP32;
@Column(name = "totP33") @Column(name = "tot_tp_33")
private Double totP33; private Double totP33;
@Column(name = "totP34") @Column(name = "tot_tp_34")
private Double totP34; private Double totP34;
@Column(name = "totP35") @Column(name = "tot_tp_35")
private Double totP35; private Double totP35;
@Column(name = "totP36") @Column(name = "tot_tp_36")
private Double totP36; private Double totP36;
@Column(name = "totP37") @Column(name = "tot_tp_37")
private Double totP37; private Double totP37;
@Column(name = "totP38") @Column(name = "tot_tp_38")
private Double totP38; private Double totP38;
@Column(name = "totP39") @Column(name = "tot_tp_39")
private Double totP39; private Double totP39;
@Column(name = "totP40") @Column(name = "tot_tp_40")
private Double totP40; private Double totP40;
@Column(name = "totP41") @Column(name = "tot_tp_41")
private Double totP41; private Double totP41;
@Column(name = "totP42") @Column(name = "tot_tp_42")
private Double totP42; private Double totP42;
@Column(name = "totP43") @Column(name = "tot_tp_43")
private Double totP43; private Double totP43;
@Column(name = "totP44") @Column(name = "tot_tp_44")
private Double totP44; private Double totP44;
@Column(name = "totP45") @Column(name = "tot_tp_45")
private Double totP45; private Double totP45;
@Column(name = "totP46") @Column(name = "tot_tp_46")
private Double totP46; private Double totP46;
@Column(name = "totP47") @Column(name = "tot_tp_47")
private Double totP47; private Double totP47;
@Column(name = "totP49") @Column(name = "tot_tp_49")
private Double totP48; private Double totP48;
@Column(name = "totP49") @Column(name = "tot_tp_49")
private Double totP49; private Double totP49;
@Column(name = "totP50") @Column(name = "tot_tp_50")
private Double totP50; private Double totP50;

102
data-processing/data-processing-api/src/main/java/com/njcn/dataProcess/po/influx/DataHarmpowerQ.java
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@@ -208,107 +208,107 @@ public class DataHarmpowerQ {
private Double q50; private Double q50;
//在线监测添加的字段 //在线监测添加的字段
@Column(name = "totQ") @Column(name = "tot_q")
private Double totQ; private Double totQ;
@Column(name = "totQ1") @Column(name = "tot_tq_1")
private Double totQ1; private Double totQ1;
@Column(name = "totQ2") @Column(name = "tot_tq_2")
private Double totQ2; private Double totQ2;
@Column(name = "totQ3") @Column(name = "tot_tq_3")
private Double totQ3; private Double totQ3;
@Column(name = "totQ4") @Column(name = "tot_tq_4")
private Double totQ4; private Double totQ4;
@Column(name = "totQ5") @Column(name = "tot_tq_5")
private Double totQ5; private Double totQ5;
@Column(name = "totQ6") @Column(name = "tot_tq_6")
private Double totQ6; private Double totQ6;
@Column(name = "totQ7") @Column(name = "tot_tq_7")
private Double totQ7; private Double totQ7;
@Column(name = "totQ8") @Column(name = "tot_tq_8")
private Double totQ8; private Double totQ8;
@Column(name = "totQ9") @Column(name = "tot_tq_9")
private Double totQ9; private Double totQ9;
@Column(name = "totQ10") @Column(name = "tot_tq_10")
private Double totQ10; private Double totQ10;
@Column(name = "totQ11") @Column(name = "tot_tq_11")
private Double totQ11; private Double totQ11;
@Column(name = "totQ12") @Column(name = "tot_tq_12")
private Double totQ12; private Double totQ12;
@Column(name = "totQ13") @Column(name = "tot_tq_13")
private Double totQ13; private Double totQ13;
@Column(name = "totQ14") @Column(name = "tot_tq_14")
private Double totQ14; private Double totQ14;
@Column(name = "totQ15") @Column(name = "tot_tq_15")
private Double totQ15; private Double totQ15;
@Column(name = "totQ16") @Column(name = "tot_tq_16")
private Double totQ16; private Double totQ16;
@Column(name = "totQ17") @Column(name = "tot_tq_17")
private Double totQ17; private Double totQ17;
@Column(name = "totQ18") @Column(name = "tot_tq_18")
private Double totQ18; private Double totQ18;
@Column(name = "totQ19") @Column(name = "tot_tq_19")
private Double totQ19; private Double totQ19;
@Column(name = "totQ20") @Column(name = "tot_tq_20")
private Double totQ20; private Double totQ20;
@Column(name = "totQ21") @Column(name = "tot_tq_21")
private Double totQ21; private Double totQ21;
@Column(name = "totQ22") @Column(name = "tot_tq_22")
private Double totQ22; private Double totQ22;
@Column(name = "totQ23") @Column(name = "tot_tq_23")
private Double totQ23; private Double totQ23;
@Column(name = "totQ24") @Column(name = "tot_tq_24")
private Double totQ24; private Double totQ24;
@Column(name = "totQ25") @Column(name = "tot_tq_25")
private Double totQ25; private Double totQ25;
@Column(name = "totQ26") @Column(name = "tot_tq_26")
private Double totQ26; private Double totQ26;
@Column(name = "totQ27") @Column(name = "tot_tq_27")
private Double totQ27; private Double totQ27;
@Column(name = "totQ28") @Column(name = "tot_tq_28")
private Double totQ28; private Double totQ28;
@Column(name = "totQ29") @Column(name = "tot_tq_29")
private Double totQ29; private Double totQ29;
@Column(name = "totQ30") @Column(name = "tot_tq_30")
private Double totQ30; private Double totQ30;
@Column(name = "totQ31") @Column(name = "tot_tq_31")
private Double totQ31; private Double totQ31;
@Column(name = "totQ32") @Column(name = "tot_tq_32")
private Double totQ32; private Double totQ32;
@Column(name = "totQ33") @Column(name = "tot_tq_33")
private Double totQ33; private Double totQ33;
@Column(name = "totQ34") @Column(name = "tot_tq_34")
private Double totQ34; private Double totQ34;
@Column(name = "totQ35") @Column(name = "tot_tq_35")
private Double totQ35; private Double totQ35;
@Column(name = "totQ36") @Column(name = "tot_tq_36")
private Double totQ36; private Double totQ36;
@Column(name = "totQ37") @Column(name = "tot_tq_37")
private Double totQ37; private Double totQ37;
@Column(name = "totQ38") @Column(name = "tot_tq_38")
private Double totQ38; private Double totQ38;
@Column(name = "totQ39") @Column(name = "tot_tq_39")
private Double totQ39; private Double totQ39;
@Column(name = "totQ40") @Column(name = "tot_tq_40")
private Double totQ40; private Double totQ40;
@Column(name = "totQ41") @Column(name = "tot_tq_41")
private Double totQ41; private Double totQ41;
@Column(name = "totQ42") @Column(name = "tot_tq_42")
private Double totQ42; private Double totQ42;
@Column(name = "totQ43") @Column(name = "tot_tq_43")
private Double totQ43; private Double totQ43;
@Column(name = "totQ44") @Column(name = "tot_tq_44")
private Double totQ44; private Double totQ44;
@Column(name = "totQ45") @Column(name = "tot_tq_45")
private Double totQ45; private Double totQ45;
@Column(name = "totQ46") @Column(name = "tot_tq_46")
private Double totQ46; private Double totQ46;
@Column(name = "totQ47") @Column(name = "tot_tq_47")
private Double totQ47; private Double totQ47;
@Column(name = "totQ49") @Column(name = "tot_tq_49")
private Double totQ48; private Double totQ48;
@Column(name = "totQ49") @Column(name = "tot_tq_49")
private Double totQ49; private Double totQ49;
@Column(name = "totQ50") @Column(name = "tot_tq_50")
private Double totQ50; private Double totQ50;

102
data-processing/data-processing-api/src/main/java/com/njcn/dataProcess/po/influx/DataHarmpowerS.java
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@@ -208,107 +208,107 @@ public class DataHarmpowerS {
private Double s50; private Double s50;
//在线监测添加的字段 //在线监测添加的字段
@Column(name = "totS") @Column(name = "tot_s")
private Double totS; private Double totS;
@Column(name = "totS1") @Column(name = "tot_ts_1")
private Double totS1; private Double totS1;
@Column(name = "totS2") @Column(name = "tot_ts_2")
private Double totS2; private Double totS2;
@Column(name = "totS3") @Column(name = "tot_ts_3")
private Double totS3; private Double totS3;
@Column(name = "totS4") @Column(name = "tot_ts_4")
private Double totS4; private Double totS4;
@Column(name = "totS5") @Column(name = "tot_ts_5")
private Double totS5; private Double totS5;
@Column(name = "totS6") @Column(name = "tot_ts_6")
private Double totS6; private Double totS6;
@Column(name = "totS7") @Column(name = "tot_ts_7")
private Double totS7; private Double totS7;
@Column(name = "totS8") @Column(name = "tot_ts_8")
private Double totS8; private Double totS8;
@Column(name = "totS9") @Column(name = "tot_ts_9")
private Double totS9; private Double totS9;
@Column(name = "totS10") @Column(name = "tot_ts_10")
private Double totS10; private Double totS10;
@Column(name = "totS11") @Column(name = "tot_ts_11")
private Double totS11; private Double totS11;
@Column(name = "totS12") @Column(name = "tot_ts_12")
private Double totS12; private Double totS12;
@Column(name = "totS13") @Column(name = "tot_ts_13")
private Double totS13; private Double totS13;
@Column(name = "totS14") @Column(name = "tot_ts_14")
private Double totS14; private Double totS14;
@Column(name = "totS15") @Column(name = "tot_ts_15")
private Double totS15; private Double totS15;
@Column(name = "totS16") @Column(name = "tot_ts_16")
private Double totS16; private Double totS16;
@Column(name = "totS17") @Column(name = "tot_ts_17")
private Double totS17; private Double totS17;
@Column(name = "totS18") @Column(name = "tot_ts_18")
private Double totS18; private Double totS18;
@Column(name = "totS19") @Column(name = "tot_ts_19")
private Double totS19; private Double totS19;
@Column(name = "totS20") @Column(name = "tot_ts_20")
private Double totS20; private Double totS20;
@Column(name = "totS21") @Column(name = "tot_ts_21")
private Double totS21; private Double totS21;
@Column(name = "totS22") @Column(name = "tot_ts_22")
private Double totS22; private Double totS22;
@Column(name = "totS23") @Column(name = "tot_ts_23")
private Double totS23; private Double totS23;
@Column(name = "totS24") @Column(name = "tot_ts_24")
private Double totS24; private Double totS24;
@Column(name = "totS25") @Column(name = "tot_ts_25")
private Double totS25; private Double totS25;
@Column(name = "totS26") @Column(name = "tot_ts_26")
private Double totS26; private Double totS26;
@Column(name = "totS27") @Column(name = "tot_ts_27")
private Double totS27; private Double totS27;
@Column(name = "totS28") @Column(name = "tot_ts_28")
private Double totS28; private Double totS28;
@Column(name = "totS29") @Column(name = "tot_ts_29")
private Double totS29; private Double totS29;
@Column(name = "totS30") @Column(name = "tot_ts_30")
private Double totS30; private Double totS30;
@Column(name = "totS31") @Column(name = "tot_ts_31")
private Double totS31; private Double totS31;
@Column(name = "totS32") @Column(name = "tot_ts_32")
private Double totS32; private Double totS32;
@Column(name = "totS33") @Column(name = "tot_ts_33")
private Double totS33; private Double totS33;
@Column(name = "totS34") @Column(name = "tot_ts_34")
private Double totS34; private Double totS34;
@Column(name = "totS35") @Column(name = "tot_ts_35")
private Double totS35; private Double totS35;
@Column(name = "totS36") @Column(name = "tot_ts_36")
private Double totS36; private Double totS36;
@Column(name = "totS37") @Column(name = "tot_ts_37")
private Double totS37; private Double totS37;
@Column(name = "totS38") @Column(name = "tot_ts_38")
private Double totS38; private Double totS38;
@Column(name = "totS39") @Column(name = "tot_ts_39")
private Double totS39; private Double totS39;
@Column(name = "totS40") @Column(name = "tot_ts_40")
private Double totS40; private Double totS40;
@Column(name = "totS41") @Column(name = "tot_ts_41")
private Double totS41; private Double totS41;
@Column(name = "totS42") @Column(name = "tot_ts_42")
private Double totS42; private Double totS42;
@Column(name = "totS43") @Column(name = "tot_ts_43")
private Double totS43; private Double totS43;
@Column(name = "totS44") @Column(name = "tot_ts_44")
private Double totS44; private Double totS44;
@Column(name = "totS45") @Column(name = "tot_ts_45")
private Double totS45; private Double totS45;
@Column(name = "totS46") @Column(name = "tot_ts_46")
private Double totS46; private Double totS46;
@Column(name = "totS47") @Column(name = "tot_ts_47")
private Double totS47; private Double totS47;
@Column(name = "totS49") @Column(name = "tot_ts_49")
private Double totS48; private Double totS48;
@Column(name = "totS49") @Column(name = "tot_ts_49")
private Double totS49; private Double totS49;
@Column(name = "totS50") @Column(name = "tot_ts_50")
private Double totS50; private Double totS50;

4
data-processing/data-processing-boot/src/main/java/com/njcn/dataProcess/service/impl/influxdb/InfluxdbDataHarmpowerPImpl.java
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@@ -192,6 +192,7 @@ public class InfluxdbDataHarmpowerPImpl extends MppServiceImpl<RStatDataHarmPowe
List<DataHarmpowerP> result = new ArrayList<>(); List<DataHarmpowerP> result = new ArrayList<>();
InfluxQueryWrapper influxQueryWrapper = new InfluxQueryWrapper(DataHarmpowerP.class); InfluxQueryWrapper influxQueryWrapper = new InfluxQueryWrapper(DataHarmpowerP.class);
influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.P, InfluxDbSqlConstant.P, HarmonicTimesUtil.harmonicTimesList(1, 50, 1)); influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.P, InfluxDbSqlConstant.P, HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
influxQueryWrapper.samePrefixAndSuffix("tot_tp_", "tot_tp_", HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
influxQueryWrapper.regular(DataHarmpowerP::getLineId, lineList) influxQueryWrapper.regular(DataHarmpowerP::getLineId, lineList)
.select(DataHarmpowerP::getLineId) .select(DataHarmpowerP::getLineId)
.select(DataHarmpowerP::getPhasicType) .select(DataHarmpowerP::getPhasicType)
@@ -199,6 +200,9 @@ public class InfluxdbDataHarmpowerPImpl extends MppServiceImpl<RStatDataHarmPowe
.select(DataHarmpowerP::getP) .select(DataHarmpowerP::getP)
.select(DataHarmpowerP::getDf) .select(DataHarmpowerP::getDf)
.select(DataHarmpowerP::getPf) .select(DataHarmpowerP::getPf)
.select(DataHarmpowerP::getTotP)
.select(DataHarmpowerP::getTotDf)
.select(DataHarmpowerP::getTotPf)
.select(DataHarmpowerP::getQualityFlag) .select(DataHarmpowerP::getQualityFlag)
.select(DataHarmpowerP::getAbnormalFlag) .select(DataHarmpowerP::getAbnormalFlag)
.between(DataHarmpowerP::getTime, startTime, endTime) .between(DataHarmpowerP::getTime, startTime, endTime)

2
data-processing/data-processing-boot/src/main/java/com/njcn/dataProcess/service/impl/influxdb/InfluxdbDataHarmpowerQImpl.java
View File

@@ -187,11 +187,13 @@ public class InfluxdbDataHarmpowerQImpl extends MppServiceImpl<RStatDataHarmPowe
List<DataHarmpowerQ> result = new ArrayList<>(); List<DataHarmpowerQ> result = new ArrayList<>();
InfluxQueryWrapper influxQueryWrapper = new InfluxQueryWrapper(DataHarmpowerQ.class); InfluxQueryWrapper influxQueryWrapper = new InfluxQueryWrapper(DataHarmpowerQ.class);
influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.Q, InfluxDbSqlConstant.Q, HarmonicTimesUtil.harmonicTimesList(1, 50, 1)); influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.Q, InfluxDbSqlConstant.Q, HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
influxQueryWrapper.samePrefixAndSuffix("tot_tq_", "tot_tq_", HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
influxQueryWrapper.regular(DataHarmpowerQ::getLineId, lineList) influxQueryWrapper.regular(DataHarmpowerQ::getLineId, lineList)
.select(DataHarmpowerQ::getLineId) .select(DataHarmpowerQ::getLineId)
.select(DataHarmpowerQ::getPhasicType) .select(DataHarmpowerQ::getPhasicType)
.select(DataHarmpowerQ::getValueType) .select(DataHarmpowerQ::getValueType)
.select(DataHarmpowerQ::getQ) .select(DataHarmpowerQ::getQ)
.select(DataHarmpowerQ::getTotQ)
.select(DataHarmpowerQ::getQualityFlag) .select(DataHarmpowerQ::getQualityFlag)
.select(DataHarmpowerQ::getAbnormalFlag) .select(DataHarmpowerQ::getAbnormalFlag)
.between(DataHarmpowerQ::getTime, startTime, endTime) .between(DataHarmpowerQ::getTime, startTime, endTime)

2
data-processing/data-processing-boot/src/main/java/com/njcn/dataProcess/service/impl/influxdb/InfluxdbDataHarmpowerSImpl.java
View File

@@ -187,11 +187,13 @@ public class InfluxdbDataHarmpowerSImpl extends MppServiceImpl<RStatDataHarmPowe
List<DataHarmpowerS> result = new ArrayList<>(); List<DataHarmpowerS> result = new ArrayList<>();
InfluxQueryWrapper influxQueryWrapper = new InfluxQueryWrapper(DataHarmpowerS.class); InfluxQueryWrapper influxQueryWrapper = new InfluxQueryWrapper(DataHarmpowerS.class);
influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.S, InfluxDbSqlConstant.S, HarmonicTimesUtil.harmonicTimesList(1, 50, 1)); influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.S, InfluxDbSqlConstant.S, HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
influxQueryWrapper.samePrefixAndSuffix("tot_ts_", "tot_ts_", HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
influxQueryWrapper.regular(DataHarmpowerS::getLineId, lineList) influxQueryWrapper.regular(DataHarmpowerS::getLineId, lineList)
.select(DataHarmpowerS::getLineId) .select(DataHarmpowerS::getLineId)
.select(DataHarmpowerS::getPhasicType) .select(DataHarmpowerS::getPhasicType)
.select(DataHarmpowerS::getValueType) .select(DataHarmpowerS::getValueType)
.select(DataHarmpowerS::getS) .select(DataHarmpowerS::getS)
.select(DataHarmpowerS::getTotS)
.select(DataHarmpowerS::getQualityFlag) .select(DataHarmpowerS::getQualityFlag)
.select(DataHarmpowerS::getAbnormalFlag) .select(DataHarmpowerS::getAbnormalFlag)
.between(DataHarmpowerS::getTime, startTime, endTime) .between(DataHarmpowerS::getTime, startTime, endTime)