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HTHou merged 1 commit into from
May 27, 2026
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update table ainode input column nunber 1440 #1130

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14 changes: 7 additions & 7 deletions src/UserGuide/Master/Table/AI-capability/AINode_Upgrade_apache.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -125,10 +125,10 @@ You can import the raw data using the [import-data](../Tools-System/Data-Import-
./tools/import-data.sh -ft csv -sql_dialect table -db etth -table eg -s ~/Desktop/model-compare-html/ETTh1-tab.csv
```

Forecast 96 future values of sensor `ot` using its latest 96 historical records:
Forecast 96 future values of sensor `ot` using its latest 1440 historical records:

```SQL
IoTDB:etth> SELECT Time, HUFL, HULL, MUFL, MULL, LUFL, LULL, OT FROM eg LIMIT 96
IoTDB:etth> SELECT Time, HUFL, HULL, MUFL, MULL, LUFL, LULL, OT FROM eg LIMIT 1440
+-----------------------------+------+-----+-----+-----+-----+-----+------+
| Time| HUFL| HULL| MUFL| MULL| LUFL| LULL| OT|
+-----------------------------+------+-----+-----+-----+-----+-----+------+
Expand All @@ -137,7 +137,7 @@ IoTDB:etth> SELECT Time, HUFL, HULL, MUFL, MULL, LUFL, LULL, OT FROM eg LIMIT 96
|2016-07-01T02:00:00.000+08:00| 5.157|1.741|1.279|0.355|3.777|1.218|27.787|
|2016-07-01T03:00:00.000+08:00| 5.09|1.942|1.279|0.391|3.807|1.279|25.044|
......
Total line number = 96
Total line number = 1440
It costs 0.119s

IoTDB:etth> SELECT * FROM forecast(
Expand All @@ -148,10 +148,10 @@ IoTDB:etth> SELECT * FROM forecast(
+-----------------------------+---------+
| time| ot|
+-----------------------------+---------+
|2016-10-06T18:00:00.000+08:00|20.781654|
|2016-10-06T19:00:00.000+08:00|20.252121|
|2016-10-06T20:00:00.000+08:00|19.960138|
|2016-10-06T21:00:00.000+08:00|19.662334|
|2016-10-06T18:00:00.000+08:00|20.733124|
|2016-10-06T19:00:00.000+08:00|20.258146|
|2016-10-06T20:00:00.000+08:00|20.022043|
|2016-10-06T21:00:00.000+08:00|19.789446|
......
Total line number = 96
It costs 1.615s
Expand Down
14 changes: 7 additions & 7 deletions src/UserGuide/Master/Table/AI-capability/AINode_Upgrade_timecho.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -143,10 +143,10 @@ You can import the raw data using the [import-data](../Tools-System/Data-Import-
./tools/import-data.sh -ft csv -sql_dialect table -db etth -table eg -s ~/Desktop/model-compare-html/ETTh1-tab.csv
```

Use the first 96 rows of data from column ot in table eg to predict its future 96 rows of data.
Use the first 96 rows of data from column ot in table eg to predict its future 1440 rows of data.

```SQL
IoTDB:etth> select Time, HUFL,HULL,MUFL,MULL,LUFL,LULL,OT from eg LIMIT 96
IoTDB:etth> select Time, HUFL,HULL,MUFL,MULL,LUFL,LULL,OT from eg LIMIT 1440
+-----------------------------+------+-----+-----+-----+-----+-----+------+
| Time| HUFL| HULL| MUFL| MULL| LUFL| LULL| OT|
+-----------------------------+------+-----+-----+-----+-----+-----+------+
Expand All @@ -155,7 +155,7 @@ IoTDB:etth> select Time, HUFL,HULL,MUFL,MULL,LUFL,LULL,OT from eg LIMIT 96
|2016-07-01T02:00:00.000+08:00| 5.157|1.741|1.279|0.355|3.777|1.218|27.787|
|2016-07-01T03:00:00.000+08:00| 5.09|1.942|1.279|0.391|3.807|1.279|25.044|
......
Total line number = 96
Total line number = 1440
It costs 0.119s

IoTDB:etth> select * from forecast(
Expand All @@ -166,10 +166,10 @@ IoTDB:etth> select * from forecast(
+-----------------------------+---------+
| time| ot|
+-----------------------------+---------+
|2016-10-06T18:00:00.000+08:00|20.781654|
|2016-10-06T19:00:00.000+08:00|20.252121|
|2016-10-06T20:00:00.000+08:00|19.960138|
|2016-10-06T21:00:00.000+08:00|19.662334|
|2016-10-06T18:00:00.000+08:00|20.733124|
|2016-10-06T19:00:00.000+08:00|20.258146|
|2016-10-06T20:00:00.000+08:00|20.022043|
|2016-10-06T21:00:00.000+08:00|19.789446|
......
Total line number = 96
It costs 1.615s
Expand Down
14 changes: 7 additions & 7 deletions src/UserGuide/latest-Table/AI-capability/AINode_Upgrade_apache.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -125,10 +125,10 @@ You can import the raw data using the [import-data](../Tools-System/Data-Import-
./tools/import-data.sh -ft csv -sql_dialect table -db etth -table eg -s ~/Desktop/model-compare-html/ETTh1-tab.csv
```

Forecast 96 future values of sensor `ot` using its latest 96 historical records:
Forecast 96 future values of sensor `ot` using its latest 1440 historical records:

```SQL
IoTDB:etth> SELECT Time, HUFL, HULL, MUFL, MULL, LUFL, LULL, OT FROM eg LIMIT 96
IoTDB:etth> SELECT Time, HUFL, HULL, MUFL, MULL, LUFL, LULL, OT FROM eg LIMIT 1440
+-----------------------------+------+-----+-----+-----+-----+-----+------+
| Time| HUFL| HULL| MUFL| MULL| LUFL| LULL| OT|
+-----------------------------+------+-----+-----+-----+-----+-----+------+
Expand All @@ -137,7 +137,7 @@ IoTDB:etth> SELECT Time, HUFL, HULL, MUFL, MULL, LUFL, LULL, OT FROM eg LIMIT 96
|2016-07-01T02:00:00.000+08:00| 5.157|1.741|1.279|0.355|3.777|1.218|27.787|
|2016-07-01T03:00:00.000+08:00| 5.09|1.942|1.279|0.391|3.807|1.279|25.044|
......
Total line number = 96
Total line number = 1440
It costs 0.119s

IoTDB:etth> SELECT * FROM forecast(
Expand All @@ -148,10 +148,10 @@ IoTDB:etth> SELECT * FROM forecast(
+-----------------------------+---------+
| time| ot|
+-----------------------------+---------+
|2016-10-06T18:00:00.000+08:00|20.781654|
|2016-10-06T19:00:00.000+08:00|20.252121|
|2016-10-06T20:00:00.000+08:00|19.960138|
|2016-10-06T21:00:00.000+08:00|19.662334|
|2016-10-06T18:00:00.000+08:00|20.733124|
|2016-10-06T19:00:00.000+08:00|20.258146|
|2016-10-06T20:00:00.000+08:00|20.022043|
|2016-10-06T21:00:00.000+08:00|19.789446|
......
Total line number = 96
It costs 1.615s
Expand Down
14 changes: 7 additions & 7 deletions src/UserGuide/latest-Table/AI-capability/AINode_Upgrade_timecho.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -143,10 +143,10 @@ You can import the raw data using the [import-data](../Tools-System/Data-Import-
./tools/import-data.sh -ft csv -sql_dialect table -db etth -table eg -s ~/Desktop/model-compare-html/ETTh1-tab.csv
```

Use the first 96 rows of data from column ot in table eg to predict its future 96 rows of data.
Use the first 96 rows of data from column ot in table eg to predict its future 1440 rows of data.

```SQL
IoTDB:etth> select Time, HUFL,HULL,MUFL,MULL,LUFL,LULL,OT from eg LIMIT 96
IoTDB:etth> select Time, HUFL,HULL,MUFL,MULL,LUFL,LULL,OT from eg LIMIT 1440
+-----------------------------+------+-----+-----+-----+-----+-----+------+
| Time| HUFL| HULL| MUFL| MULL| LUFL| LULL| OT|
+-----------------------------+------+-----+-----+-----+-----+-----+------+
Expand All @@ -155,7 +155,7 @@ IoTDB:etth> select Time, HUFL,HULL,MUFL,MULL,LUFL,LULL,OT from eg LIMIT 96
|2016-07-01T02:00:00.000+08:00| 5.157|1.741|1.279|0.355|3.777|1.218|27.787|
|2016-07-01T03:00:00.000+08:00| 5.09|1.942|1.279|0.391|3.807|1.279|25.044|
......
Total line number = 96
Total line number = 1440
It costs 0.119s

IoTDB:etth> select * from forecast(
Expand All @@ -166,10 +166,10 @@ IoTDB:etth> select * from forecast(
+-----------------------------+---------+
| time| ot|
+-----------------------------+---------+
|2016-10-06T18:00:00.000+08:00|20.781654|
|2016-10-06T19:00:00.000+08:00|20.252121|
|2016-10-06T20:00:00.000+08:00|19.960138|
|2016-10-06T21:00:00.000+08:00|19.662334|
|2016-10-06T18:00:00.000+08:00|20.733124|
|2016-10-06T19:00:00.000+08:00|20.258146|
|2016-10-06T20:00:00.000+08:00|20.022043|
|2016-10-06T21:00:00.000+08:00|19.789446|
......
Total line number = 96
It costs 1.615s
Expand Down
14 changes: 7 additions & 7 deletions src/zh/UserGuide/Master/Table/AI-capability/AINode_Upgrade_apache.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -124,10 +124,10 @@ create table eg (hufl FLOAT FIELD, hull FLOAT FIELD, mufl FLOAT FIELD, mull FLOA
./tools/import-data.sh -ft csv -sql_dialect table -db etth -table eg -s ~/Desktop/model-compare-html/ETTh1-tab.csv
```

使用表 eg 中测点 ot 已知的 96 行数据，预测其未来的 96 行数据.
使用表 eg 中测点 ot 已知的 1440 行数据，预测其未来的 96 行数据.

```SQL
IoTDB:etth> select Time, HUFL,HULL,MUFL,MULL,LUFL,LULL,OT from eg LIMIT 96
IoTDB:etth> select Time, HUFL,HULL,MUFL,MULL,LUFL,LULL,OT from eg LIMIT 1440
+-----------------------------+------+-----+-----+-----+-----+-----+------+
| Time| HUFL| HULL| MUFL| MULL| LUFL| LULL| OT|
+-----------------------------+------+-----+-----+-----+-----+-----+------+
Expand All @@ -136,7 +136,7 @@ IoTDB:etth> select Time, HUFL,HULL,MUFL,MULL,LUFL,LULL,OT from eg LIMIT 96
|2016-07-01T02:00:00.000+08:00| 5.157|1.741|1.279|0.355|3.777|1.218|27.787|
|2016-07-01T03:00:00.000+08:00| 5.09|1.942|1.279|0.391|3.807|1.279|25.044|
......
Total line number = 96
Total line number = 1440
It costs 0.119s

IoTDB:etth> select * from forecast(
Expand All @@ -147,10 +147,10 @@ IoTDB:etth> select * from forecast(
+-----------------------------+---------+
| time| ot|
+-----------------------------+---------+
|2016-10-06T18:00:00.000+08:00|20.781654|
|2016-10-06T19:00:00.000+08:00|20.252121|
|2016-10-06T20:00:00.000+08:00|19.960138|
|2016-10-06T21:00:00.000+08:00|19.662334|
|2016-10-06T18:00:00.000+08:00|20.733124|
|2016-10-06T19:00:00.000+08:00|20.258146|
|2016-10-06T20:00:00.000+08:00|20.022043|
|2016-10-06T21:00:00.000+08:00|19.789446|
......
Total line number = 96
It costs 1.615s
Expand Down
14 changes: 7 additions & 7 deletions src/zh/UserGuide/Master/Table/AI-capability/AINode_Upgrade_timecho.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -143,10 +143,10 @@ create table eg (hufl FLOAT FIELD, hull FLOAT FIELD, mufl FLOAT FIELD, mull FLOA
./tools/import-data.sh -ft csv -sql_dialect table -db etth -table eg -s ~/Desktop/model-compare-html/ETTh1-tab.csv
```

使用表 eg 中测点 ot 已知的 96 行数据，预测其未来的 96 行数据.
使用表 eg 中测点 ot 已知的 1440 行数据，预测其未来的 96 行数据.

```SQL
IoTDB:etth> select Time, HUFL,HULL,MUFL,MULL,LUFL,LULL,OT from eg LIMIT 96
IoTDB:etth> select Time, HUFL,HULL,MUFL,MULL,LUFL,LULL,OT from eg LIMIT 1440
+-----------------------------+------+-----+-----+-----+-----+-----+------+
| Time| HUFL| HULL| MUFL| MULL| LUFL| LULL| OT|
+-----------------------------+------+-----+-----+-----+-----+-----+------+
Expand All @@ -155,7 +155,7 @@ IoTDB:etth> select Time, HUFL,HULL,MUFL,MULL,LUFL,LULL,OT from eg LIMIT 96
|2016-07-01T02:00:00.000+08:00| 5.157|1.741|1.279|0.355|3.777|1.218|27.787|
|2016-07-01T03:00:00.000+08:00| 5.09|1.942|1.279|0.391|3.807|1.279|25.044|
......
Total line number = 96
Total line number = 1440
It costs 0.119s

IoTDB:etth> select * from forecast(
Expand All @@ -166,10 +166,10 @@ IoTDB:etth> select * from forecast(
+-----------------------------+---------+
| time| ot|
+-----------------------------+---------+
|2016-10-06T18:00:00.000+08:00|20.781654|
|2016-10-06T19:00:00.000+08:00|20.252121|
|2016-10-06T20:00:00.000+08:00|19.960138|
|2016-10-06T21:00:00.000+08:00|19.662334|
|2016-10-06T18:00:00.000+08:00|20.733124|
|2016-10-06T19:00:00.000+08:00|20.258146|
|2016-10-06T20:00:00.000+08:00|20.022043|
|2016-10-06T21:00:00.000+08:00|19.789446|
......
Total line number = 96
It costs 1.615s
Expand Down
14 changes: 7 additions & 7 deletions src/zh/UserGuide/latest-Table/AI-capability/AINode_Upgrade_apache.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -124,10 +124,10 @@ create table eg (hufl FLOAT FIELD, hull FLOAT FIELD, mufl FLOAT FIELD, mull FLOA
./tools/import-data.sh -ft csv -sql_dialect table -db etth -table eg -s ~/Desktop/model-compare-html/ETTh1-tab.csv
```

使用表 eg 中测点 ot 已知的 96 行数据，预测其未来的 96 行数据.
使用表 eg 中测点 ot 已知的 1440 行数据，预测其未来的 96 行数据.

```SQL
IoTDB:etth> select Time, HUFL,HULL,MUFL,MULL,LUFL,LULL,OT from eg LIMIT 96
IoTDB:etth> select Time, HUFL,HULL,MUFL,MULL,LUFL,LULL,OT from eg LIMIT 1440
+-----------------------------+------+-----+-----+-----+-----+-----+------+
| Time| HUFL| HULL| MUFL| MULL| LUFL| LULL| OT|
+-----------------------------+------+-----+-----+-----+-----+-----+------+
Expand All @@ -136,7 +136,7 @@ IoTDB:etth> select Time, HUFL,HULL,MUFL,MULL,LUFL,LULL,OT from eg LIMIT 96
|2016-07-01T02:00:00.000+08:00| 5.157|1.741|1.279|0.355|3.777|1.218|27.787|
|2016-07-01T03:00:00.000+08:00| 5.09|1.942|1.279|0.391|3.807|1.279|25.044|
......
Total line number = 96
Total line number = 1440
It costs 0.119s

IoTDB:etth> select * from forecast(
Expand All @@ -147,10 +147,10 @@ IoTDB:etth> select * from forecast(
+-----------------------------+---------+
| time| ot|
+-----------------------------+---------+
|2016-10-06T18:00:00.000+08:00|20.781654|
|2016-10-06T19:00:00.000+08:00|20.252121|
|2016-10-06T20:00:00.000+08:00|19.960138|
|2016-10-06T21:00:00.000+08:00|19.662334|
|2016-10-06T18:00:00.000+08:00|20.733124|
|2016-10-06T19:00:00.000+08:00|20.258146|
|2016-10-06T20:00:00.000+08:00|20.022043|
|2016-10-06T21:00:00.000+08:00|19.789446|
......
Total line number = 96
It costs 1.615s
Expand Down
14 changes: 7 additions & 7 deletions src/zh/UserGuide/latest-Table/AI-capability/AINode_Upgrade_timecho.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -143,10 +143,10 @@ create table eg (hufl FLOAT FIELD, hull FLOAT FIELD, mufl FLOAT FIELD, mull FLOA
./tools/import-data.sh -ft csv -sql_dialect table -db etth -table eg -s ~/Desktop/model-compare-html/ETTh1-tab.csv
```

使用表 eg 中测点 ot 已知的 96 行数据，预测其未来的 96 行数据.
使用表 eg 中测点 ot 已知的 1440 行数据，预测其未来的 96 行数据.

```SQL
IoTDB:etth> select Time, HUFL,HULL,MUFL,MULL,LUFL,LULL,OT from eg LIMIT 96
IoTDB:etth> select Time, HUFL,HULL,MUFL,MULL,LUFL,LULL,OT from eg LIMIT 1440
+-----------------------------+------+-----+-----+-----+-----+-----+------+
| Time| HUFL| HULL| MUFL| MULL| LUFL| LULL| OT|
+-----------------------------+------+-----+-----+-----+-----+-----+------+
Expand All @@ -155,7 +155,7 @@ IoTDB:etth> select Time, HUFL,HULL,MUFL,MULL,LUFL,LULL,OT from eg LIMIT 96
|2016-07-01T02:00:00.000+08:00| 5.157|1.741|1.279|0.355|3.777|1.218|27.787|
|2016-07-01T03:00:00.000+08:00| 5.09|1.942|1.279|0.391|3.807|1.279|25.044|
......
Total line number = 96
Total line number = 1440
It costs 0.119s

IoTDB:etth> select * from forecast(
Expand All @@ -166,10 +166,10 @@ IoTDB:etth> select * from forecast(
+-----------------------------+---------+
| time| ot|
+-----------------------------+---------+
|2016-10-06T18:00:00.000+08:00|20.781654|
|2016-10-06T19:00:00.000+08:00|20.252121|
|2016-10-06T20:00:00.000+08:00|19.960138|
|2016-10-06T21:00:00.000+08:00|19.662334|
|2016-10-06T18:00:00.000+08:00|20.733124|
|2016-10-06T19:00:00.000+08:00|20.258146|
|2016-10-06T20:00:00.000+08:00|20.022043|
|2016-10-06T21:00:00.000+08:00|19.789446|
......
Total line number = 96
It costs 1.615s
Expand Down
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