Data Integration Transformation detailview

In the context of TDP is the logical application of transformation of data a characteristic pattern.. This pattern includes aspects like extract data from the source, transformation of the model or the protocol and selection of the source and the target model. Transformation exists at two levels in the hourglass. The first is transformation from the source data to the target data in a standardized model. The second is the transformation of the generic model to a specific model in use by the consumer. The last one is not explicitly modeled in the hourglass model because this is considered as an implementation of the consumer.

Versie 1.0
Creatie datum 02-05-2021

Generic requirements

Description of generic requirements for all the transformation functionalities

Auteur Bert Dingemans
Alias
Stereotypes Requirement
Details van Generic requirements

Specific requirements

Specific requirments for specific application functions like specific transformations

Auteur Bert Dingemans
Alias
Stereotypes Requirement
Details van Specific requirements

File transformation

Transformation of a datafile (mostly semi structured) for example an XML file with an internal datamodel that has to be transformed to the standardized model.

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van File transformation

Message transformation

Transformation of a XML stream (mostly semi structured) with an internal or specific datamodel that has to be transformed to the standardized model in the data target.

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van Message transformation

NoSql transformation

Transformation of a NoSQL datasource to a standardized data target

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van NoSql transformation

Relational transformation

Transformation of relational data entities (stored in a relational database) to the standardized data target.

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van Relational transformation

Transformation

Transformation function from the specific source data model to the standardized target data model. This can be a model or a protocol transformation. Often this transformation is divided in sub steps and these sub steps will be analyzed and modeled in the architecture of a specific data pipe implementation and components

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van Transformation

Stream transformation

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van Stream transformation