CN115516443B - 根据架构生成优化逻辑 - Google Patents

根据架构生成优化逻辑 Download PDF

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CN115516443B
CN115516443B CN202180019193.3A CN202180019193A CN115516443B CN 115516443 B CN115516443 B CN 115516443B CN 202180019193 A CN202180019193 A CN 202180019193A CN 115516443 B CN115516443 B CN 115516443B
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data
attributes
data sets
data set
logical
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CN115516443A (zh
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J·埃格诺夫
马歇尔·A·伊斯曼
I.谢克特
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Ab Initio Technology LLC
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    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/24Querying
    • G06F16/242Query formulation
    • G06F16/2423Interactive query statement specification based on a database schema
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/25Integrating or interfacing systems involving database management systems
    • G06F16/254Extract, transform and load [ETL] procedures, e.g. ETL data flows in data warehouses
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/25Integrating or interfacing systems involving database management systems
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/21Design, administration or maintenance of databases
    • G06F16/211Schema design and management
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    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
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    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/23Updating
    • G06F16/2365Ensuring data consistency and integrity
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
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    • G06F16/24Querying
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    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
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    • G06F16/24Querying
    • G06F16/245Query processing
    • G06F16/2452Query translation
    • G06F16/24524Access plan code generation and invalidation; Reuse of access plans
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
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    • G06F16/24Querying
    • G06F16/245Query processing
    • G06F16/2452Query translation
    • G06F16/24526Internal representations for queries
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/24Querying
    • G06F16/245Query processing
    • G06F16/2453Query optimisation
    • GPHYSICS
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    • G06F16/24Querying
    • G06F16/245Query processing
    • G06F16/2453Query optimisation
    • G06F16/24534Query rewriting; Transformation
    • G06F16/24542Plan optimisation
    • G06F16/24544Join order optimisation
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/24Querying
    • G06F16/245Query processing
    • G06F16/2453Query optimisation
    • G06F16/24534Query rewriting; Transformation
    • G06F16/24542Plan optimisation
    • G06F16/24545Selectivity estimation or determination
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/28Databases characterised by their database models, e.g. relational or object models
    • G06F16/284Relational databases
    • G06F16/288Entity relationship models
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/80Information retrieval; Database structures therefor; File system structures therefor of semi-structured data, e.g. markup language structured data such as SGML, XML or HTML
    • G06F16/81Indexing, e.g. XML tags; Data structures therefor; Storage structures
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90Details of database functions independent of the retrieved data types
    • G06F16/901Indexing; Data structures therefor; Storage structures
    • G06F16/9024Graphs; Linked lists
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90Details of database functions independent of the retrieved data types
    • G06F16/901Indexing; Data structures therefor; Storage structures
    • G06F16/9027Trees
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F8/00Arrangements for software engineering
    • G06F8/30Creation or generation of source code
    • G06F8/34Graphical or visual programming
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F8/00Arrangements for software engineering
    • G06F8/30Creation or generation of source code
    • G06F8/36Software reuse
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F8/00Arrangements for software engineering
    • G06F8/30Creation or generation of source code
    • G06F8/38Creation or generation of source code for implementing user interfaces
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00Administration; Management
    • G06Q10/10Office automation; Time management
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00Commerce
    • G06Q30/02Marketing; Price estimation or determination; Fundraising
    • G06Q30/0241Advertisements
    • G06Q30/0242Determining effectiveness of advertisements
    • G06Q30/0243Comparative campaigns

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • General Engineering & Computer Science (AREA)
  • Databases & Information Systems (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • Data Mining & Analysis (AREA)
  • Computational Linguistics (AREA)
  • Mathematical Physics (AREA)
  • Operations Research (AREA)
  • Human Computer Interaction (AREA)
  • Computer Security & Cryptography (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
  • Stored Programmes (AREA)
  • Transmitters (AREA)
  • Error Detection And Correction (AREA)
  • Compression, Expansion, Code Conversion, And Decoders (AREA)
CN202180019193.3A 2020-03-06 2021-03-04 根据架构生成优化逻辑 Active CN115516443B (zh)

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CN202410025045.8A CN117891869A (zh) 2020-03-06 2021-03-04 数据处理系统实施的方法、系统和存储介质

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US202062986374P 2020-03-06 2020-03-06
US62/986,374 2020-03-06
US17/025,751 US11210285B2 (en) 2020-03-06 2020-09-18 Generation of optimized logic from a schema
US17/025,751 2020-09-18
PCT/US2021/020871 WO2021178665A1 (en) 2020-03-06 2021-03-04 Generation of optimized logic from a schema

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US (3) US11210285B2 (https=)
EP (1) EP4115301A1 (https=)
JP (2) JP7505014B2 (https=)
CN (2) CN115516443B (https=)
AU (1) AU2021230348B2 (https=)
CA (1) CA3170453A1 (https=)
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Families Citing this family (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11210285B2 (en) 2020-03-06 2021-12-28 Ab Initio Technology Llc Generation of optimized logic from a schema
US11663203B2 (en) * 2020-10-01 2023-05-30 Sigma Computing, Inc. Optimizing database statements using a query compiler
US11436237B2 (en) * 2020-12-17 2022-09-06 International Business Machines Corporation Ranking datasets based on data attributes
US11841872B2 (en) * 2021-07-26 2023-12-12 Salesforce, Inc. Interactively building previews of extract, transform, load (ETL) graphs using cached previews of subgraphs
US12380109B2 (en) * 2022-09-07 2025-08-05 Google Llc Database join operations with early filtering
WO2024168203A1 (en) * 2023-02-09 2024-08-15 Ramp Business Corporation Subroutine objects for workflow implementation
JP2026511562A (ja) 2023-03-23 2026-04-14 アビニシオ テクノロジー エルエルシー 拡張ビューのデータセットをプレビューするための論理アクセス
US12339826B2 (en) 2023-04-07 2025-06-24 Ab Initio Technology Llc On-demand integration of records with data catalog identifiers
US12346350B2 (en) 2023-04-12 2025-07-01 Ab Initio Technology Llc Meta-data driven ingestion and data processing
KR20260021724A (ko) * 2023-06-12 2026-02-13 아브 이니티오 테크놀로지 엘엘시 재사용 가능 데이터 처리 프로그램 생성
WO2025029579A1 (en) 2023-07-28 2025-02-06 Ab Initio Technology Llc Machine learning techniques for discovering keys in relational datasets
US12386829B2 (en) * 2023-09-15 2025-08-12 People Center, Inc. Database retrieval and reporting system
WO2025137522A1 (en) * 2023-12-21 2025-06-26 Ab Initio Technology Llc A development environment for automatically generating code using a multi-tiered metadata model

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101361088A (zh) * 2005-11-23 2009-02-04 瑞士银行股份有限公司 用于产生、处理并管理结构化数据集的计算机实现的系统
CN107135663A (zh) * 2014-11-05 2017-09-05 起元技术有限责任公司 影响分析
CN108701257A (zh) * 2016-08-22 2018-10-23 甲骨文国际公司 用于实时可视模拟内的动态、增量推荐的系统和方法

Family Cites Families (18)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US2575117A (en) 1950-02-25 1951-11-13 Naken William Sanding device
US5966072A (en) 1996-07-02 1999-10-12 Ab Initio Software Corporation Executing computations expressed as graphs
US6681383B1 (en) * 2000-04-04 2004-01-20 Sosy, Inc. Automatic software production system
US6859217B2 (en) * 2000-07-19 2005-02-22 Microsoft Corporation System and method to display and manage data within hierarchies and polyarchies of information
US7461077B1 (en) * 2001-07-31 2008-12-02 Nicholas Greenwood Representation of data records
US6944626B2 (en) * 2001-11-26 2005-09-13 Microsoft Corp. Dynamically generated schema representing multiple hierarchies of inter-object relationships
US7574652B2 (en) * 2002-06-20 2009-08-11 Canon Kabushiki Kaisha Methods for interactively defining transforms and for generating queries by manipulating existing query data
EP1990760A4 (en) * 2006-02-28 2010-05-19 Fujitsu Ltd OFFICE MANAGEMENT PROGRAM, OFFICE MANAGEMENT DEVICE AND OFFICE MANAGEMENT PROCEDURE
US7680767B2 (en) * 2006-03-23 2010-03-16 Microsoft Corporation Mapping architecture with incremental view maintenance
US8069129B2 (en) 2007-04-10 2011-11-29 Ab Initio Technology Llc Editing and compiling business rules
US8375014B1 (en) * 2008-06-19 2013-02-12 BioFortis, Inc. Database query builder
US20100198844A1 (en) * 2009-01-30 2010-08-05 Thales-Raytheon Systems Company, LLC Automatic Code Generation
CA2814835C (en) 2010-10-25 2019-01-08 Ab Initio Technology Llc Managing data set objects in a dataflow graph that represents a computer program
US10754877B2 (en) * 2013-01-15 2020-08-25 Datorama Technologies, Ltd. System and method for providing big data analytics on dynamically-changing data models
US10169378B2 (en) * 2014-09-11 2019-01-01 Oracle International Corporation Automatic generation of logical database schemas from physical database tables and metadata
US11423083B2 (en) 2017-10-27 2022-08-23 Ab Initio Technology Llc Transforming a specification into a persistent computer program
US12032631B2 (en) 2018-05-30 2024-07-09 Ab Initio Technology Llc Systems and methods for dataflow graph optimization
US11210285B2 (en) 2020-03-06 2021-12-28 Ab Initio Technology Llc Generation of optimized logic from a schema

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101361088A (zh) * 2005-11-23 2009-02-04 瑞士银行股份有限公司 用于产生、处理并管理结构化数据集的计算机实现的系统
CN107135663A (zh) * 2014-11-05 2017-09-05 起元技术有限责任公司 影响分析
CN108701257A (zh) * 2016-08-22 2018-10-23 甲骨文国际公司 用于实时可视模拟内的动态、增量推荐的系统和方法

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
Oracle9i Developer Suite;ANONYMOUS;ORACLE DEVELOPER SUITE TECHNICAL WHITE PAPER;第1-51页 *

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Publication number Publication date
JP7505014B2 (ja) 2024-06-24
CN117891869A (zh) 2024-04-16
JP7813316B2 (ja) 2026-02-12
JP2024133060A (ja) 2024-10-01
CN115516443A (zh) 2022-12-23
CA3170453A1 (en) 2021-09-10
US20240126748A1 (en) 2024-04-18
US11210285B2 (en) 2021-12-28
EP4115301A1 (en) 2023-01-11
BR112022017705A2 (pt) 2022-10-18
US11734264B2 (en) 2023-08-22
MX2022011037A (es) 2022-12-13
JP2023517310A (ja) 2023-04-25
WO2021178665A1 (en) 2021-09-10
US12346312B2 (en) 2025-07-01
US20220147529A1 (en) 2022-05-12
AU2021230348B2 (en) 2026-02-05
US20210279043A1 (en) 2021-09-09
AU2021230348A1 (en) 2022-09-08

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