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POLAR is a compact space-borne detector initially designed to measure thepolarization of hard X-rays emitted from Gamma-Ray Bursts in the energy range50-500keV. This instrument was launched successfully onboard the Chinese spacelaboratory Tiangong-2 (TG-2) on 2016 September 15. After being switched on afew days later, tens of gigabytes of raw detection data were produced in-orbitby POLAR and transferred to the ground every day. Before the launch date, afull pipeline and related software were designed and developed for the purposeof quickly pre-processing all the raw data from POLAR, which include bothscience data and engineering data, then to generate the high level scientificdata products that are suitable for later science analysis. This pipeline hasbeen successfully applied for use by the POLAR Science Data Center in theInstitute of High Energy Physics (IHEP) after POLAR was launched and switchedon. A detailed introduction to the pipeline and some of the core relevantalgorithms are presented in this paper.

Observation data pre-processing and scientific data products generation of POLAR