IP Library Granted Patent US 10,387,440
Granted Patent B2
US 10,387,440 · App. 12/056,555 · Granted Aug 20, 2019

Generic data staging and loading using enhanced metadata and associated method

Inventor: Rubesh Mehta (Irving, TX)
Assignee: JDA Software Group, Inc.
G06F16/254G06F17/27
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Quick Facts
Patent No.
US 10,387,440
App. No.
12/056,555
Granted
Aug 20, 2019
Kind
B2
Abstract

A system and method is disclosed for providing data staging and loading through a master data management (MDM) system coupled with one or more business entities. The system is operable to invoke batch data loading of data associated with one or more source systems associated with the one or more business entities, into an input staging area. The system is further operable to load the data from the input staging area into a master repository and subsequently load the data from the master repository into an output staging area.

Claims (92)

1. A system to reduce data loading time from one or more source systems, minimize any effect on the one or more source systems during data loading, and correct any error in the data, comprising:

a master data management (MDM) computer system comprising a processor and a memory, the MDM computer system configured to:

invoke batch data loading of data of one or more source systems into an unconstrained area of an input staging area to reduce data loading time from the one or more source systems and minimize any effect on the one or more source systems during data loading;

automatically select one or more staging and master interfaces based on metadata of the one or more source systems;

automatically select relational table structures based on semantic mapping metadata;

evaluate the data loaded into the input staging area by an error correction workflow;

move any error records into an error table;

correct any error records in the error table by a spooler within the error correction workflow;

load the data from the input staging area and corrected data from the error table into a master repository; and

load the data from the master repository into an output staging area.

2. The system of claim 1 , wherein the data of the one or more source systems is fed in bulk mode as a file into the input staging area.

3. The system of claim 1 , wherein the input staging area comprises a relational input staging interface.

4. The system of claim 3 , wherein the data of the one or more source systems is loaded into the input staging are through the relational input staging interface.

5. The system of claim 1 , wherein the MDM computer system models the batch data loading as a workflow.

6. The system of claim 1 , wherein the MDM computer system is further configured to:

invoke a data loading workflow for processing the data loaded into the input staging area.

7. The system of claim 6 , wherein the data load workflow is configured to execute one or more filter data business rules on the data loaded into the input staging area.

8. The system of claim 7 , wherein the one or more filter data business rules is configured to:

capture the data loaded into the input staging area that satisfies the one or more filter data business rules; and

move the data that satisfies the one or more filter data business rules into a temporary data table.

9. The system of claim 6 , wherein the data load workflow is configured to execute one or more auto correction rules on the data loaded into the input staging area.

10. The system of claim 6 , wherein the data load workflow is configured to enable one or more database constraints to:

detect any errors on the data loaded into the input staging area; and

move the detected errors into an error table.

11. The system of claim 6 , wherein the data load workflow is configured to execute one or more validation rules on the data loaded into the input staging area.

12. The system of claim 11 , wherein the one or more validation rules, is configured to:

evaluate the data loaded into the input staging area; and

move any error records into an error table.

13. The system of claim 6 , wherein the MDM computer system is further configured to:

create a net change table of the data loaded into the input staging area with reference data; and

spool the net change table of data into a file.

14. A method to reduce data loading time from one or more source systems, minimize any effect on the one or more source systems during data loading, and correct any error in the data, comprising:

invoking, by a processor of a master database management (MDM) computer system, batch data loading of data of one or more source systems into an unconstrained area of an input staging area to reduce data loading time from the one or more source systems and minimize any effect on the one or more source systems during data loading;

automatically selecting, by the processor, one or more staging and master interfaces based on metadata of the one or more source systems;

automatically selecting, by the processor, relational table structures based on semantic mapping metadata;

evaluating, by the processor, the data loaded into the input staging area by an error correction workflow;

moving, by the processor, any error records into an error table;

correcting, by the processor, any error records in the error table by a spooler within the error correction workflow;

loading, by the processor, the data from the input staging area and corrected data from the error table into a master repository; and

loading, by the processor, the data from the master repository into an output staging area.

15. The method of claim 14 , wherein the data of the one or more source systems is fed in bulk mode as a file into the input staging area.

16. The method of claim 14 , wherein the input staging area comprises a relational input staging interface.

17. The method of claim 16 , wherein the data of the one or more source systems is loaded into the input staging are through the relational input staging interface.

18. The method of claim 14 , wherein the MDM computer system models the batch data loading as a workflow.

19. The method of claim 14 , further comprising:

invoking a data loading workflow for processing the data loaded into the input staging area.

20. The method of claim 19 , wherein the data load workflow executes one or more filter data business rules on the data loaded into the input staging area.

21. The method of claim 20 , wherein the one or more filter data business rules comprise:

capturing the data loaded into the input staging area that satisfies the one or more filter data business rules; and

moving the data that satisfies the one or more filter data business rules into a temporary data table.

22. The method of claim 19 , wherein the data load workflow executes one or more auto correction rules on the data loaded into the input staging area.

23. The method of claim 19 , wherein the data load workflow further comprises:

enabling one or more database constraints;

detecting any errors on the data loaded into the input staging area; and

moving the detected errors into an error table.

24. The method of claim 19 , wherein the data load workflow executes one or more validation rules on the data loaded into the input staging area.

25. The method of claim 24 , wherein the one or more validation rules, comprise:

evaluating the data loaded into the input staging area; and

moving any error records into an error table.

26. The method of claim 19 , further comprising:

creating a net change table of the data loaded into the input staging area with reference data; and

spooling the net change table of data into a file.

27. A non-transitory computer-readable medium embodied with software to reduce data loading time from one or more source systems, minimize any effect on the one or more source systems during data loading, and correct any error in the data, the software when executed using one or more computers is configured to:

invoke batch data loading of data of one or more source systems into an unconstrained area of an input staging area of a master database management (MDM) computer system to reduce data loading time from the one or more source systems and minimize any effect on the one or more source systems during data loading;

automatically select one or more staging and master interfaces based on metadata of the one or more source systems;

automatically select relational table structures based on semantic mapping metadata;

evaluate the data loaded into the input staging area by an error correction workflow;

move any error records into an error table;

correct any error records in the error table by a spooler within the error correction workflow;

load the data from the input staging area and corrected data from the error table into a master repository; and

load the data from the master repository into an output staging area.

28. The non-transitory computer-readable medium of claim 27 , wherein the data of the one or more source systems is fed in bulk mode as a file into the input staging area.

29. The non-transitory computer-readable medium of claim 27 , wherein the input staging area comprises a relational input staging interface.

30. The non-transitory computer-readable medium of claim 29 , wherein the data of the one or more source systems is loaded into the input staging are through the relational input staging interface.

31. The non-transitory computer-readable medium of claim 27 , wherein the MDM computer system models the batch data loading as a workflow.

32. The non-transitory computer-readable medium of claim 27 , wherein the software is further configured to:

invoke a data loading workflow for processing the data loaded into the input staging area.

33. The non-transitory computer-readable medium of claim 32 , wherein the data load workflow is configured to execute one or more filter data business rules on the data loaded into the input staging area.

34. The non-transitory computer-readable medium of claim 33 , wherein the one or more filter data business rules is configured to:

capture the data loaded into the input staging area that satisfies the one or more filter data business rules; and

move the data that satisfies the one or more filter data business rules into a temporary data table.

35. The non-transitory computer-readable medium of claim 32 , wherein the data load workflow is configured to execute one or more auto correction rules on the data loaded into the input staging area.

36. The non-transitory computer-readable medium of claim 32 , wherein the data load workflow is configured to enable one or more database constraints to:

detect any errors on the data loaded into the input staging area; and

move the detected errors into an error table.

37. The non-transitory computer-readable medium of claim 32 , wherein the data load workflow is configured to execute one or more validation rules on the data loaded into the input staging area.

38. The non-transitory computer-readable medium of claim 37 , wherein the one or more validation rules, is configured to:

evaluate the data loaded into the input staging area; and

move any error records into an error table.

39. The non-transitory computer-readable medium of claim 32 , wherein the software is further configured to:

create a net change table of the data loaded into the input staging area with reference data; and

spool the net change table of data into a file.

Assignments (17)
RELEASE OF SECURITY INTEREST IN PATENTS PREVIOUSLY RECORDED AT REEL/FRAME (053383/0117) Recorded Nov 3, 2021
From: U.S. BANK NATIONAL ASSOCIATION, AS COLLATERAL AGENT
To: BLUE YONDER GROUP, INC.
Reel/Frame 058794/0776 →
RELEASE OF SECURITY INTEREST Recorded Sep 16, 2021
From: JPMORGAN CHASE BANK, N.A.
To: BLUE YONDER GROUP, INC.; BLUE YONDER, INC.; JDA SOFTWARE SERVICES, INC.; I2 TECHNOLOGIES INTERNATIONAL SERVICES, LLC; MANUGISTICS SERVICES, INC.; MANUGISTICS HOLDINGS DELAWARE II, INC.; REDPRAIRIE COLLABORATIVE FLOWCASTING GROUP, LLC; JDA SOFTWARE RUSSIA HOLDINGS, INC.; REDPRAIRIE SERVICES CORPORATION; BY BOND FINANCE, INC.; BY NETHERLANDS HOLDING, INC.; BY BENELUX HOLDING, INC.
Reel/Frame 057724/0593 →
CORRECTIVE ASSIGNMENT TO CORRECT THE REEL 026468 FRAME NUMBER FROM 0199 TO 0119 PREVIOUSLY RECORDED ON REEL 055136 FRAME 0623. ASSIGNOR(S) HEREBY CONFIRMS THE CORRECTION ASSIGNMENT. Recorded Apr 19, 2021
From: I2 TECHNOLOGIES US, INC.
To: JDA TECHNOLOGIES US, INC.
Reel/Frame 056813/0110 →
CORRECTIVE ASSIGNMENT TO CORRECT THE NAME OF THE CONVEYING AND RECEIVING PARTIES TO INCLUDE A PERIOD AFTER THE TERM INC PREVIOUSLY RECORDED AT REEL: 026740 FRAME: 0676. ASSIGNOR(S) HEREBY CONFIRMS THE ASSIGNMENT. Recorded Feb 8, 2021
From: JDA TECHNOLOGIES US, INC.
To: JDA SOFTWARE GROUP, INC.
Reel/Frame 055257/0747 →
CORRECTIVE ASSIGNMENT TO CORRECT THE NAME OF THE CONVEYING AND RECEIVING PARTIES TO INCLUDE A PERIOD AFTER THE TERM INC PREVIOUSLY RECORDED ON REEL 026468 FRAME 0199. ASSIGNOR(S) HEREBY CONFIRMS THE CHANGE OF NAME FROM I2 TECHNOLOGIES US, INC. TO JDA TECHNOLOGIES US, INC.. Recorded Dec 12, 2020
From: I2 TECHNOLOGIES US, INC.
To: JDA TECHNOLOGIES US, INC.
Reel/Frame 055136/0623 →
SECURITY AGREEMENT Recorded Aug 3, 2020
From: BLUE YONDER GROUP, INC.
To: U.S. BANK NATIONAL ASSOCIATION
Reel/Frame 053383/0117 →
CHANGE OF NAME Recorded Apr 10, 2020
From: JDA SOFTWARE GROUP, INC.
To: BLUE YONDER GROUP, INC.
Reel/Frame 052373/0227 →
RELEASE OF SECURITY INTEREST IN PATENTS AT REEL/FRAME NO. 29556/0809 Recorded Oct 12, 2016
From: CREDIT SUISSE AG, CAYMAN ISLANDS BRANCH
To: JDA SOFTWARE GROUP, INC.
Reel/Frame 040337/0356 →
SECURITY AGREEMENT Recorded Oct 12, 2016
From: RP CROWN PARENT, LLC; RP CROWN HOLDING LLC; JDA SOFTWARE GROUP, INC.
To: JPMORGAN CHASE BANK, N.A., AS COLLATERAL AGENT
Reel/Frame 040326/0449 →
RELEASE OF SECURITY INTEREST IN PATENTS AT REEL/FRAME NO. 29556/0697 Recorded Oct 12, 2016
From: CREDIT SUISSE AG, CAYMAN ISLANDS BRANCH
To: JDA SOFTWARE GROUP, INC.
Reel/Frame 040337/0053 →
FIRST LIEN PATENT SECURITY AGREEMENT Recorded Jan 2, 2013
From: JDA SOFTWARE GROUP, INC.
To: CREDIT SUISSE AG, CAYMAN ISLANDS BRANCH
Reel/Frame 029556/0697 →
FIRST LIEN PATENT SECURITY AGREEMENT Recorded Jan 2, 2013
From: JDA SOFTWARE GROUP, INC.
To: CREDIT SUISSE AG, CAYMAN ISLANDS BRANCH
Reel/Frame 029556/0809 →
RELEASE OF SECURITY INTEREST IN PATENT COLLATERAL Recorded Dec 21, 2012
From: WELLS FARGO CAPITAL FINANCE, LLC
To: JDA TECHNOLOGIES US, INC.
Reel/Frame 029529/0812 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Aug 12, 2011
From: JDA TECHNOLOGIES US, INC.
To: JDA SOFTWARE GROUP, INC.
Reel/Frame 026740/0676 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jun 21, 2011
From: I2 TECHNOLOGIES US, INC
To: JDA TECHNOLOGIES US, INC
Reel/Frame 026468/0119 →
PATENT SECURITY AGREEMENT Recorded Apr 4, 2011
From: JDA TECHNOLOGIES US, INC.
To: WELLS FARGO CAPITAL FINANCE, LLC, AS AGENT
Reel/Frame 026072/0353 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Mar 28, 2008
From: MEHTA, RUBESH
To: I2 TECHNOLOGIES US, INC.
Reel/Frame 020718/0638 →
Continuity (2)
Provisional Application 60908731 · Mar 29, 2007
Related Publication 20080243884A1 · Oct 2, 2008