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BrainTrust Investment Lab

SS18 — Fact Provider System

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Band 3 — Loading (Delivering to the Kimball STAR) · book 480-481 · grain: one station per walk sheet

The other half of the publishing contract: every fact table subscribes to the dimension releases and restates its aggregates when an edition changes. The numbers you compare were built to be comparable.

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The contract — what each step must produce

#steppagewhat the book requires
2the dimension arrives -- and postdated rows are handledp.480'the fact provider must process dimension records marked as new and current to update current key maps in the surrogate key pipeline and also process…
3new rows, and the THREE correction causesp.480'Modify rows in all fact tables for error correction, accumulating snapshots, and late arriving dimension changes.'
4remove, recalculate -- the VERSION decides whichp.480'If the new release of a dimension does not change the version number, aggregates have to be extended to handle only newly loaded fact data. If the…
5satisfy yourself the aggregates are rightp.481'Quality ensure all base and aggregate fact tables. Be satisfied the aggregate tables are correctly calculated.'
6the inconsistent aggregate comes DOWNp.481'The fact provider (subsystem 18) is responsible for taking aggregates offline when they are not consistent with the base data.'
7the users are told what changedp.481'Inform users that the database has been updated. Tell them if major changes have been made, including dimension version changes, postdated records…