Dolt's commit graph storage layer models each state committed state of the database as a commit, along with associated metadata. The entire commit history can be queried in SQL:
The ability to the query any state of the database means that values implicitly become time series. If the results of a model run are output to a table, we can easily track the values those outputs take on through time:
SELECT`value`FROM`dolt_history_my_model_values`WHERE`id` = 1ORDER BY`commit_date` DESC
This underlying commit graph also means any query can be parameterized with historical state:
All states are associated with a commit object, which stores metadata:
SELECT`committer`,`commit_date`,FROM`dolt_history_my_model_values`WHERE`commit_hash` = '2v3vrf8ta478a5e1h4aihaj73q7kh96a'
This allows users to resolve any value to a state, which can optionally be checked out.