1. A method of result shaping of transforming rectangular, relational data from a data store into arbitrarily structured results, comprising: compiling a set of expression definitions for a mapping declaration to initialize a result assembly; tracking a plurality of coordinators that handle materialization respectively of results for each step of the result assembly; and demultiplexing query data results by identifying the coordinator for each row of the query data results.