例 - Teradata Database - Teradata Vantage NewSQL Engine

Teradata Vantage™ 時系列テーブルおよび操作
Product
Teradata Database
Teradata Vantage NewSQL Engine
Release Number
16.20
Published
2019年3月
Language
日本語
Last Update
2019-10-29
dita:mapPath
ja-JP/sfz1493079039055.ditamap
dita:ditavalPath
ja-JP/sfz1493079039055.ditaval
dita:id
B035-1208
Product Category
Software
Teradata Vantage

例: DESCRIBEを使用した温度の検出

/*PTI Table*/
SELECT $TD_TIMECODE_RANGE, $TD_GROUP_BY_TIME, BUOYID, DESCRIBE(TEMPERATURE)
FROM OCEAN_BUOYS
WHERE TD_TIMECODE BETWEEN TIMESTAMP '2014-01-06 08:00:00' AND TIMESTAMP '2014-01-06 10:30:00'
GROUP BY TIME (MINUTES(10) AND BUOYID)
ORDER BY 2,3,4;

/*Non-PTI Table*/
SELECT $TD_TIMECODE_RANGE, $TD_GROUP_BY_TIME, BUOYID, DESCRIBE(TEMPERATURE)
FROM OCEAN_BUOYS_NONPTI
WHERE TIMECODE BETWEEN TIMESTAMP '2014-01-06 08:00:00' AND TIMESTAMP '2014-01-06 10:30:00'
GROUP BY TIME (MINUTES(10) AND BUOYID)
USING TIMECODE(TIMECODE)
ORDER BY 2,3,4;

結果は、両方のテーブルで同じです。

TIMECODE_RANGE GROUP BY TIME (MINUTES (10)) BUOYID Max (TEMPER-ATURE) Min (TEMPER-ATURE) Average (TEMPER-ATURE) Stddev_Samp (TEMPER-ATURE)
('2014-01-06 08:00:00.000000+00:00', '2014-01-06 08:10:00.000000+00:00') 1 0 99 10 55 62.9325
('2014-01-06 08:10:00.000000+00:00', '2014-01-06 08:20:00.000000+00:00') 2 0 100 10 54 63.6396
('2014-01-06 09:00:00.000000+00:00', '2014-01-06 09:10:00.000000+00:00') 7 1 79 70 74 3.9479
('2014-01-06 10:00:00.000000+00:00', '2014-01-06 10:10:00.000000+00:00') 13 44 56 43 43 5.7581
('2014-01-06 10:10:00.000000+00:00', '2014-01-06 10:20:00.000000+00:00') 14 44 43 43 50 ?

例: VERBOSEオプションの使用

/*PTI Table*/
SELECT $TD_TIMECODE_RANGE, $TD_GROUP_BY_TIME, BUOYID, DESCRIBE VERBOSE(TEMPERATURE)
FROM OCEAN_BUOYS
WHERE TD_TIMECODE BETWEEN TIMESTAMP '2014-01-06 08:00:00' AND TIMESTAMP '2014-01-06 10:30:00'
GROUP BY TIME (MINUTES(10) AND BUOYID)
ORDER BY 2,3,4;

/*Non-PTI Table*/
SELECT $TD_TIMECODE_RANGE, $TD_GROUP_BY_TIME, BUOYID, DESCRIBE VERBOSE(TEMPERATURE)
FROM OCEAN_BUOYS_NONPTI
WHERE TIMECODE BETWEEN TIMESTAMP '2014-01-06 08:00:00' AND TIMESTAMP '2014-01-06 10:30:00'
GROUP BY TIME (MINUTES(10) AND BUOYID)
USING TIMECODE(TIMECODE)
ORDER BY 2,3,4;

結果は、両方のテーブルで同じです。

TIMECODE_ RANGE GROUP BY TIME (MINUTES (10)) BUOY- ID Max (TEM- PERA- TURE) Min (TEM- PERA- TURE) Average (TEM- PERA- TURE) Stddev_ Samp (TEMPER- ATURE) Median (TEM- PERA- TURE) Mode (TEM-PERA- TURE) Percentile (TEMPER- ATURE,25) Percentile (TEMPER- ATURE,5) Percentile (TEMPER- ATURE,75)
('2014-01-06 10:10:00.000000+ 00:00', '2014-01-06 10:20:00.000000+ 00:00') 14 44 43 43 50 ? 43 43 43 43 43
('2014-01-06 10:00:00.000000+ 00:00', '2014-01-06 10:10:00.000000+ 00:00') 13 44 56 43 43 5.7581 53 43 43 53 53.75
('2014-01-06 09:00:00.000000+ 00:00', '2014-01-06 09:10:00.000000+ 00:00') 7 1 79 70 74 3.9479 74.5 70 71.25 74.5 77.75
('2014-01-06 09:00:00.000000+ 00:00', '2014-01-06 09:10:00.000000+ 00:00') 7 1 79 70 74 3.9479 74.5 71 71.25 74.5 77.75
('2014-01-06 09:00:00.000000+ 00:00', '2014-01-06 09:10:00.000000+ 00:00') 7 1 79 70 74 3.9479 74.5 72 71.25 74.5 77.75
('2014-01-06 09:00:00.000000+ 00:00', '2014-01-06 09:10:00.000000+ 00:00') 7 1 79 70 74 3.9479 74.5 77 71.25 74.5 77.75
('2014-01-06 09:00:00.000000+ 00:00', '2014-01-06 09:10:00.000000+ 00:00') 7 1 79 70 74 3.9479 74.5 78 71.25 74.5 77.75
('2014-01-06 09:00:00.000000+ 00:00', '2014-01-06 09:10:00.000000+ 00:00') 7 1 79 70 74 3.9479 74.5 79 71.25 74.5 77.75
('2014-01-06 08:10:00.000000+ 00:00', '2014-01-06 08:20:00.000000+ 00:00') 2 0 100 10 54 63.6396 55 10 32.5 55 77.5
('2014-01-06 08:10:00.000000+ 00:00', '2014-01-06 08:20:00.000000+ 00:00') 2 0 100 10 54 63.6396 55 100 32.5 55 77.5
('2014-01-06 08:00:00.000000+ 00:00', '2014-01-06 08:10:00.000000+ 00:00') 1 0 99 10 55 62.9325 54.5 10 32.25 54.5 76.75
('2014-01-06 08:00:00.000000+ 00:00', '2014-01-06 08:10:00.000000+ 00:00') 1 0 99 10 55 62.9325 54.5 99 32.25 54.5 76.75

例: HAVING句を使用したSTDDEV_SAMPのNULL値を持つ行のフィルタでの除外

/*PTI Table*/
SELECT $TD_TIMECODE_RANGE, $TD_GROUP_BY_TIME, BUOYID, DESCRIBE(TEMPERATURE)
FROM OCEAN_BUOYS
WHERE TD_TIMECODE BETWEEN TIMESTAMP '2014-01-06 08:00:00' AND TIMESTAMP '2014-01-06 10:30:00'
GROUP BY TIME (MINUTES(10) AND BUOYID)
HAVING STDDEV_SAMP(TEMPERATURE) IS NOT NULL
ORDER BY 2,3,4;

/*Non-PTI Table*/
SELECT $TD_TIMECODE_RANGE, $TD_GROUP_BY_TIME, BUOYID, DESCRIBE(TEMPERATURE)
FROM OCEAN_BUOYS_NONPTI
WHERE TIMECODE BETWEEN TIMESTAMP '2014-01-06 08:00:00' AND TIMESTAMP '2014-01-06 10:30:00'
GROUP BY TIME (MINUTES(10) AND BUOYID)
USING TIMECODE(TIMECODE)
HAVING STDDEV_SAMP(TEMPERATURE) IS NOT NULL
ORDER BY 2,3,4;

結果は、両方のテーブルで同じです。

TIMECODE_ RANGE GROUP BY TIME(MINUTES (10)) BUOYID Max (TEMPER-ATURE) Min (TEMPER-ATURE) Average (TEMPER-ATURE) Stddev_Samp (TEMPER-ATURE)
('2014-01-06 09:00:00.000000+00:00', '2014-01-06 09:10:00.000000+00:00') 7 1 79 70 74 4
('2014-01-06 10:00:00.000000+00:00', '2014-01-06 10:10:00.000000+00:00') 13 44 56 43 43 6
('2014-01-06 08:00:00.000000+00:00', '2014-01-06 08:10:00.000000+00:00') 1 0 99 10 55 63
('2014-01-06 08:10:00.000000+00:00', '2014-01-06 08:20:00.000000+00:00') 2 0 100 10 54 64