例: 時系列でSTDDEV_SAMPの使用 - 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
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ja-JP/sfz1493079039055.ditamap
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ja-JP/sfz1493079039055.ditaval
dita:id
B035-1208
Product Category
Software
Teradata Vantage

PTIテーブルの場合:

SELECT $TD_TIMECODE_RANGE, $TD_GROUP_BY_TIME, BUOYID, STDDEV_SAMP(CAST(TEMPERATURE AS REAL))
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 3,2,1;

非PTIテーブルの場合:

SELECT $TD_TIMECODE_RANGE, $TD_GROUP_BY_TIME, BUOYID, STDDEV_SAMP(CAST(TEMPERATURE AS REAL))
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 3,2,1;

結果:

両方のクエリーの結果は同じであるため、1つの結果セットだけが表示されます。
TIMECODE_RANGE GROUP BY TIME (MINUTES(10)) BUOYID Stddev_Samp (TEMPERATURE)
('2014-01-06 10:10:00.000000+00:00', '2014-01-06 10:20:00.000000+00:00') 14 44 ?
('2014-01-06 10:00:00.000000+00:00', '2014-01-06 10:10:00.000000+00:00') 13 44 5.75808610178378E 000
('2014-01-06 09:00:00.000000+00:00', '2014-01-06 09:10:00.000000+00:00') 7 1 3.93700393700591E 000
('2014-01-06 08:10:00.000000+00:00', '2014-01-06 08:20:00.000000+00:00') 2 0 6.36396103067893E 001
('2014-01-06 08:00:00.000000+00:00', '2014-01-06 08:10:00.000000+00:00') 1 0 6.29325035256027E 001

例: HAVING句を使用したNULL結果のフィルタでの除外

PTIテーブルの場合:

SELECT $TD_TIMECODE_RANGE, $TD_GROUP_BY_TIME, BUOYID, STDDEV_SAMP(CAST(TEMPERATURE AS REAL))
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 3,2,1;

非PTIテーブルの場合:

SELECT $TD_TIMECODE_RANGE, $TD_GROUP_BY_TIME, BUOYID, STDDEV_SAMP(CAST(TEMPERATURE AS REAL))
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 3,2,1;

結果:

両方のクエリーの結果は同じであるため、1つの結果セットだけが表示されます。
TIMECODE_RANGE GROUP BY TIME (MINUTES(10)) BUOYID Stddev_Samp (TEMPERATURE)
('2014-01-06 08:00:00.000000+00:00', '2014-01-06 08:10:00.000000+00:00') 1 0 6.29325035256027E 001
('2014-01-06 08:10:00.000000+00:00', '2014-01-06 08:20:00.000000+00:00') 2 0 6.36396103067893E 001
('2014-01-06 09:00:00.000000+00:00', '2014-01-06 09:10:00.000000+00:00') 7 1 3.93700393700591E 000
('2014-01-06 10:00:00.000000+00:00', '2014-01-06 10:10:00.000000+00:00') 13 44 5.75808610178378E 000