Methods, systems and computer program products for high performance data streaming are provided. A computer-implemented method may include receiving a data mapping describing an association between one or more fields of a data storage location of a data source and one or more fields of a data storage location of a target destination, generating a data transfer execution plan from the data mapping to transfer data from the data source to the target destination where the data transfer execution plan comprises a determined degree of parallelism to use when transferring the data, and transferring the data from the storage location of the data source to the data storage location of the target destination using the generated data transfer execution plan.