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Implement the data transformation logic within the data pipeline.
If the data pipeline is replaced then the transformation logic would need to be re-implemented.
As expected, the first approach was complex as all the transformation logic was in the custom data pipeline so the transformation logic had to be re-implemented into Apache Flume.
The transformation logic can be implemented in a shared library, which can be imported into any analytics jobs.
In this paper three different approaches were explored: 1. Implement the data transformation logic within the data pipeline.
The second approach has two benefits as the transformation logic is moved to a centralised location and untampered raw data are stored as well as the transformed data.
Similar(49)
In this contribution we present a canonical way of transforming Boolean into continuous models, where the use of multivariate polynomial interpolation allows transformation of logic operations into a system of ordinary differential equations (ODE).
In addition to modeled service compositions, the framework also supports automatic composition of semantically enhanced services based on a transformation to logic programs.
Current biology is experiencing transformation in logic or philosophy that forces us to reevaluate the concept of cell, tissue or entire organism as a collection of individual components.
Obversion, in syllogistic, or traditional, logic, transformation of a categorical proposition, or statement, into a new proposition in which (1) the subject term is unchanged, (2) the predicate is replaced by its contradictory, and (3) the quality of the proposition is changed from affirmative to negative or vice versa.
logic transformation of model.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com