Remove experiment from Trial hash#950
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bouthilx merged 13 commits intoEpistimio:developfrom Jun 21, 2022
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It is problematic to include experiment in trial hash since the experiment it belongs to is not known in advance in the algorithm object. In any case, we can make a unique index combining trial.hash + experiment.id so it is not necessary to hash the experiment.id. The trial has now trial.id, the hash of params+parent+fidelity and trial.id_override, the id corresponding to _id in legacy databases. trial.legacy_id is added to keep a backward compatible hash with previous versions of Oríon where trial.id included the experiment id in the hash.
bouthilx
added
the
enhancement
Why: When upgrading the DB to support index of (trial.id, trial.experiment), the DB will end up with a mixed format for the trial ids. The previous ids (_id) where the hash of the trials. It will now rely on the DB to generate the next _id. Thus, it will have string index mixed with integer values. It is best to keep ids as they were to better support backward compatibility (and Oríon version down-grade), so we should support mixed indexes. The bug was confusing anyway. How: Only consider integer indexes when inferring next id to use.
Delaunay
approved these changes
Jun 21, 2022
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It is problematic to include experiment in trial hash since the
experiment it belongs to is not known in advance in the algorithm
object. In any case, we can make a unique index combining trial.hash +
experiment.id so it is not necessary to hash the experiment.id.
The trial has now trial.id, the hash of params+parent+fidelity and
trial.id_override, the id corresponding to _id in legacy databases.
trial.legacy_id is added to keep a backward compatible hash with
previous versions of Oríon where trial.id included the experiment id in
the hash.