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As-of reads

Read any record of a Dataset as it stood at an earlier time or Version, so an order, an audit or a model run is reproducible years later.

An as-of read returns a record as it stood at an earlier moment. Nothing in a Dataset is overwritten, so every past value is still there to read.

One input on every get

Every get takes at: a time, or a Version name. Unset, it reads the record as it stands now. On the API, the same read appends @ and the time to the record's address.

ReadReturns
A rate with no atThe rate in force now
The same rate at an order's dateThe rate the checkout charged that day
The same rate at a Version nameThe rate under that build of the definition

A checkout that stores the time of each order reproduces every tax line it charged. Its auditor reads the same answer a year later.

Why it replaces snapshots

A copy of the whole Dataset on a date is one more thing to store and to trust. An as-of read gives the same answer from the record itself, for any moment, with no copy to keep.

Corrections and the past

A refreshed value keeps the one it replaced, and both read back. A corrected value keeps the wrong one it fixed, with the reason, so an as-of read shows what a buyer was served then. Corrections has status planned.