The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jul. 06, 2021

Filed:

Jan. 19, 2018
Applicant:

Shanghai Kyligence Information Technology Co., Ltd., Shanghai, CN;

Inventors:

Dong Li, Shanghai, CN;

Yifan Zhang, Shanghai, CN;

Yang Li, Shanghai, CN;

Qing Han, Shanghai, CN;

Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 16/25 (2019.01); G06F 16/28 (2019.01); G06F 16/22 (2019.01); G06N 20/00 (2019.01); G06F 16/2455 (2019.01); G06N 5/04 (2006.01);
U.S. Cl.
CPC ...
G06F 16/254 (2019.01); G06F 16/2282 (2019.01); G06F 16/2455 (2019.01); G06F 16/258 (2019.01); G06F 16/285 (2019.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01);
Abstract

The automatic modeling method and a classifier for OLAP data model includes acquiring a SQL query statement; parsing the SQL query statement and judging whether any syntax error or lexical error exists in the SQL query statement; extracting query structures from the SQL query statement to obtain at least N sets of query patterns, if no syntax error or lexical error exists; classifying the at least N sets of query patterns; merging the query patterns in each class to obtain a corresponding pattern relation tree; and converting the pattern relation tree into a corresponding data model. The classifier includes a static rule classification module, and a statistical rule and preset learning rule classification module. A data model generated with the method and classifier provided in the present invention supports all inputted SQL query statements and has certain generic capabilities to full support Cube operations and quick queries.


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