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feat(adapters): add the SQLite metadata store - #7
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Summary
Adds the first implementation of the
MetadataStoreport: a local store in one SQLite file, so models, versions, runs and aliases can be saved and read back. It usessqlite3from the standard library, so there is no new dependency.adapters/local/schema.py: tablesmodels,versions,runsandaliases, with the schema version inPRAGMA user_version.metadata.db.v<N>.bak, and a store with a newer schema is refused withIncompatibleStoreError.adapters/local/metadata.py:SqliteMetadataStore. Params, metrics and the signature of a run are JSON text in the run row, so a NaN metric survives.ports/metadata.py: newdelete_version(drafts only, with their runs) anddelete_alias. A version enters the store as a draft and is released withupdate_version.STRICTtables), because Python on older Linux distributions uses the system SQLite.Checklist
feat(registry): ...)CHANGELOG.mdupdated under "Unreleased"