CA2538568A1 - Data profiling - Google Patents

Data profiling Download PDF

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Publication number
CA2538568A1
CA2538568A1 CA002538568A CA2538568A CA2538568A1 CA 2538568 A1 CA2538568 A1 CA 2538568A1 CA 002538568 A CA002538568 A CA 002538568A CA 2538568 A CA2538568 A CA 2538568A CA 2538568 A1 CA2538568 A1 CA 2538568A1
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CA
Canada
Prior art keywords
data
profile information
processing
source
data profiling
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
CA002538568A
Other languages
French (fr)
Other versions
CA2538568C (en
Inventor
Joel Gould
Carl Feynman
Paul Bay
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Ab Initio Technology LLC
Original Assignee
Ab Initio Software Corporation
Joel Gould
Carl Feynman
Paul Bay
Ab Initio Software Llc
Architecture Llc
Ab Initio Technology Llc
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Ab Initio Software Corporation, Joel Gould, Carl Feynman, Paul Bay, Ab Initio Software Llc, Architecture Llc, Ab Initio Technology Llc filed Critical Ab Initio Software Corporation
Priority to CA2655735A priority Critical patent/CA2655735C/en
Priority to CA2655731A priority patent/CA2655731C/en
Publication of CA2538568A1 publication Critical patent/CA2538568A1/en
Application granted granted Critical
Publication of CA2538568C publication Critical patent/CA2538568C/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

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Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/23—Updating
    • G06F16/2365—Ensuring data consistency and integrity
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/24—Querying
    • G06F16/245—Query processing
    • G06F16/2458—Special types of queries, e.g. statistical queries, fuzzy queries or distributed queries
    • G06F16/2465—Query processing support for facilitating data mining operations in structured databases
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/24—Querying
    • G06F16/245—Query processing
    • G06F16/2453—Query optimisation
    • G06F16/24534—Query rewriting; Transformation
    • G06F16/24542—Plan optimisation
    • G06F16/24544—Join order optimisation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/24—Querying
    • G06F16/245—Query processing
    • G06F16/2455—Query execution
    • G06F16/24553—Query execution of query operations
    • G06F16/24554—Unary operations; Data partitioning operations
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/24—Querying
    • G06F16/245—Query processing
    • G06F16/2455—Query execution
    • G06F16/24553—Query execution of query operations
    • G06F16/24554—Unary operations; Data partitioning operations
    • G06F16/24556—Aggregation; Duplicate elimination
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/25—Integrating or interfacing systems involving database management systems
    • G06F16/252—Integrating or interfacing systems involving database management systems between a Database Management System and a front-end application
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/25—Integrating or interfacing systems involving database management systems
    • G06F16/258—Data format conversion from or to a database
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/28—Databases characterised by their database models, e.g. relational or object models
    • G06F16/284—Relational databases
    • G06F16/285—Clustering or classification
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/40—Data acquisition and logging

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Databases & Information Systems (AREA)
  • Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • Computational Linguistics (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Probability & Statistics with Applications (AREA)
  • Fuzzy Systems (AREA)
  • Computer Security & Cryptography (AREA)
  • Operations Research (AREA)
  • Computer Hardware Design (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
  • Numerical Control (AREA)
  • Testing, Inspecting, Measuring Of Stereoscopic Televisions And Televisions (AREA)
  • Signal Processing For Digital Recording And Reproducing (AREA)
  • Television Systems (AREA)
  • Holo Graphy (AREA)
  • Crystals, And After-Treatments Of Crystals (AREA)
  • Optical Communication System (AREA)

Abstract

Processing data includes profiling data from a data source, including reading the data from the data source, computing summary data characterizing the data while reading the data, and storing profile information that is based on the summary data. The data is then processed from the data source. This processing includes accessing the stored profile information and processing the data according to the accessed profile information.
CA002538568A 2003-09-15 2004-09-15 Data profiling Active CA2538568C (en)

Priority Applications (2)

Application Number Priority Date Filing Date Title
CA2655735A CA2655735C (en) 2003-09-15 2004-09-15 Data profiling
CA2655731A CA2655731C (en) 2003-09-15 2004-09-15 Functional dependency data profiling

Applications Claiming Priority (7)

Application Number Priority Date Filing Date Title
US50290803P 2003-09-15 2003-09-15
US60/502,908 2003-09-15
US51303803P 2003-10-20 2003-10-20
US60/513,038 2003-10-20
US53295603P 2003-12-22 2003-12-22
US60/532,956 2003-12-22
PCT/US2004/030144 WO2005029369A2 (en) 2003-09-15 2004-09-15 Data profiling

Related Child Applications (2)

Application Number Title Priority Date Filing Date
CA2655731A Division CA2655731C (en) 2003-09-15 2004-09-15 Functional dependency data profiling
CA2655735A Division CA2655735C (en) 2003-09-15 2004-09-15 Data profiling

Publications (2)

Publication Number Publication Date
CA2538568A1 true CA2538568A1 (en) 2005-03-31
CA2538568C CA2538568C (en) 2009-05-19

Family

ID=34381971

Family Applications (3)

Application Number Title Priority Date Filing Date
CA002538568A Active CA2538568C (en) 2003-09-15 2004-09-15 Data profiling
CA2655731A Active CA2655731C (en) 2003-09-15 2004-09-15 Functional dependency data profiling
CA2655735A Active CA2655735C (en) 2003-09-15 2004-09-15 Data profiling

Family Applications After (2)

Application Number Title Priority Date Filing Date
CA2655731A Active CA2655731C (en) 2003-09-15 2004-09-15 Functional dependency data profiling
CA2655735A Active CA2655735C (en) 2003-09-15 2004-09-15 Data profiling

Country Status (10)

Country Link
US (5) US8868580B2 (en)
EP (3) EP2261820A3 (en)
JP (3) JP5328099B2 (en)
KR (4) KR100922141B1 (en)
CN (1) CN102982065B (en)
AT (1) ATE515746T1 (en)
AU (3) AU2004275334B9 (en)
CA (3) CA2538568C (en)
HK (1) HK1093568A1 (en)
WO (1) WO2005029369A2 (en)

Families Citing this family (203)

* Cited by examiner, † Cited by third party
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