Microsoft Technology Licensing, LLC

Michael Craig Champion

Henricus Johannes Maria Meijer

Anders Hejlsberg

Andrew Eyring Kimball

Ralf Lammel

Ion Vasilian

David Lawrence Remy

Memory efficient data processing is provided in a computer environment. A data representation or description is utilized to reduce memory footprint. A data structure can be serialized iteratively utilizing the representation rather than first loading the entire data structure to memory. Portions of the data structure can be materialized to and removed from memory as function of operational need.

Memory efficient data processing

Programming mechanisms for data parsing facilitate both clear code specification and efficient execution. Declarative style code can be employed to enable clear and concise specification of data parsing. Further, an efficient parsing approach can be utilized that enables processing of a data structure without first materializing the entire structure to memory. More specifically, streaming and/or selective materialization of portions of data to memory can be employed.

Streamlined declarative parsing

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Michael Craig Champion