1. A method comprising: reading, by a processor, source data corresponding to a source variable; applying, by the processor, a first transformation to the source variable to generate an output variable, wherein the first transformation comprises a first logic, wherein the output variable is configured for ingestion into a big data storage format; and recording, by the processor, lineage data of the output variable, wherein the lineage data includes at least one of the first transformation or the source variable.