In one embodiment, a computer-implemented method comprises receiving, at a server computer, a plurality of commit records of a source code management system (SCM), wherein a first commit record of the plurality of commit records includes a first parent commit identifier (ID) that identifies a parent commit record of the first commit record; storing, in one or more data repositories, a full commit record for each commit record of the plurality of commit records; in response to determining that the first commit record includes a parent commit ID, storing, in the one or more data repositories, a first partial commit record for the first commit record, wherein the first partial commit record comprises a partial commit record that is identified by the first parent commit ID; generating and submitting a database query to a digital data repository associated with the SCM, based on determining that a partial commit record is stored in the one or more digital repositories, and receiving first partial commit update data for the first partial commit record; updating, based on the first partial commit update data, one or more fields of the first partial commit record to convert the first partial commit record into an updated commit record, wherein the updated commit record comprises a full commit record.