Method and device for realizing storage calculation based on digital industrial real-time time sequence data

The invention relates to a method and a device for realizing storage and calculation based on digital industrial real-time time sequence data, which are characterized in that a Greenplm technology ecology (Postgres/Greenplm/HashData + Madlib + Plpython) is used as a storage base and a calculation en...

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Hauptverfasser: SHI YIQING, YUAN HAILUN, LIU HAOSONG, YUAN CHAO
Format: Patent
Sprache:chi ; eng
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Beschreibung
Zusammenfassung:The invention relates to a method and a device for realizing storage and calculation based on digital industrial real-time time sequence data, which are characterized in that a Greenplm technology ecology (Postgres/Greenplm/HashData + Madlib + Plpython) is used as a storage base and a calculation engine of the industrial real-time time sequence data, a Json format is used for storing full data, and tiled multi-list structure storage is changed into table structure storage with extremely few columns (timestamp type field: timestamp, Madlib and Plpython). The json type field is total data, the text type field is attributes, and the json type field is common business features. The system mainly has the following characteristics: the system is compatible with the big data processing capability and efficiency of Greenplum ecology; the complete format (non-compression format) storage of the real-time time sequence data is realized by the Json format; and an AI engine is perfectly combined, and data modeling such as