Extract, transform, and load application complexity management framework
First Claim
1. A computer-implemented method of providing extract, transform, and load (ETL) application complexity management, the method comprising:
- receiving, from a source system, a source data asset at a data processing system, the source data asset having a first data format;
initiating a transformation of the source data asset to a target data asset using the data processing system, the target data asset having a second data format different than the first data format, wherein initiating the transformation comprises executing an ETL job;
determining that an error occurred with respect to the execution of the ETL job during execution of the ETL job;
responsive to determining that the error occurred with respect to the execution of the ETL job during execution of the ETL job;
terminating the execution of the ETL job,identifying one or more modifications to the target data asset due to the execution of the ETL job,reversing the one or more modifications to the target data asset, andre-executing the ETL job.
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Abstract
Extract, transform, and load application (ETL) complexity management framework systems and methods are described herein. The present disclosure describes systems and methods that reduce the complexity in managing ETL flow and correcting errant data that is subsequently identified. One or more methods include defining an ETL job definition, defining a data asset definition, defining a data asset dependency definition, receiving an ETL flow to provide execution of one or more ETL flow steps, providing retrieval of data from a source data asset, applying a data control to the source asset data, and producing an ETL job registration, a data asset status, a latest asset available date, a data asset consumer identifier, and a target data asset based on at least one of the ETL job definition, the data asset definition, the data dependency definition, and the source asset data.
16 Citations
27 Claims
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1. A computer-implemented method of providing extract, transform, and load (ETL) application complexity management, the method comprising:
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receiving, from a source system, a source data asset at a data processing system, the source data asset having a first data format; initiating a transformation of the source data asset to a target data asset using the data processing system, the target data asset having a second data format different than the first data format, wherein initiating the transformation comprises executing an ETL job; determining that an error occurred with respect to the execution of the ETL job during execution of the ETL job; responsive to determining that the error occurred with respect to the execution of the ETL job during execution of the ETL job; terminating the execution of the ETL job, identifying one or more modifications to the target data asset due to the execution of the ETL job, reversing the one or more modifications to the target data asset, and re-executing the ETL job. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9)
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10. A non-transitory computer-readable medium including one or more sequences of instructions which, when executed by one or more processors, causes:
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receiving, from a source system, a source data asset at a data processing system, the source data asset having a first data format; initiating a transformation of the source data asset to a target data asset using the data processing system, the target data asset having a second data format different than the first data format, wherein initiating the transformation comprises executing an ETL job; determining that an error occurred with respect to the execution of the ETL job during execution of the ETL job; responsive to determining that the error occurred with respect to the execution of the ETL job during execution of the ETL job; terminating the execution of the ETL job, identifying one or more modifications to the target data asset due to the execution of the ETL job, reversing the one or more modifications to the target data asset, and re-executing the ETL job. - View Dependent Claims (11, 12, 13, 14, 15, 16, 17, 18)
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19. A system comprising:
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one or more processors; a non-transitory computer-readable medium including one or more sequences of instructions which, when executed by the one or more processors, causes; receiving, from a source system, a source data asset at a data processing system, the source data asset having a first data format; initiating a transformation of the source data asset to a target data asset using the data processing system, the target data asset having a second data format different than the first data format, wherein initiating the transformation comprises executing an ETL job; determining that an error occurred with respect to the execution of the ETL job during execution of the ETL job; responsive to determining that the error occurred with respect to the execution of the ETL job during execution of the ETL job; terminating the execution of the ETL job, identifying one or more modifications to the target data asset due to the execution of the ETL job, reversing the one or more modifications to the target data asset, and re-executing the ETL job. - View Dependent Claims (20, 21, 22, 23, 24, 25, 26, 27)
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Specification