History¶

0.12.0 (2018-10-08)¶

Change default hashing algorithm to MD5 since SHA1 for performance considerations.
Extends serialziaiton so the type used is inferred off of type.
Makes the default serializer for Pandas DataFrames and Series to use Parquet.
(breaking change!) Remove names from ArtifactSets, use a JSONB of labels instead.
Doc tweaks.

Optional Google Storage support.
Adds persistent_connections option to Postgres repo so NullPoll can be used when appropriate.
Doc tweaks.

Change the default artifact name from the function name to the fully qualified module and function name. This will invalidate previously cached artifacts unless the names are migrated or explicitly set.
Documentation! A start at least, more docstrings and guides will be added soon.
Adds use_cache parameter and config option for when you only want to track provenance but not look for cache hits.
Adds check_mutations option to prevent Artifact value mutations.
Adds tags parameter to the provenance decorator for when you only want to track provenance but not look for cache hits.
Adds experimental (alpha!) keras support.
Adds a visualization module, pretty basic and mostly for docs and to illustrate what is possible.
Adds ensure_proxies decorator to guard against non ArtifactProxy being sent to functions.