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Recent changes

0.1.158

  • Added requests dependency and updated the other dependencies
  • Moved utils/plotting.py module to Cumulative separate package

0.1.155

  • Added utils/plotting.py module to facilitate the rendering of matplotlib visualizations

0.1.153

  • Added Python and MLtraq version to experiment's metadata
  • Added utils/sysenv.py to track environment stats (system, architecture, locale, time, ...)
  • Added utils/reproducibility.py, providing a temporary seed context
  • Added utils/plotting.py, providing a temporary plot context for a single axes
  • Removed utils/plot.py due to lack of usage (and unlikely usage in the future)
  • Improved BaseOptions.get(...) with prefer and otherwise parameters to make it more flexible

0.1.152

  • Increased tests to 87% coverage

0.1.149

  • Using Union[x,y] instead of x|y for type definitions for increased Python 3.9 compatibility
  • Added a read-only mode for BunchStore, preventing an unnecessary write check
  • Added support for local files in fetch module

0.1.148

  • Fixed a race condition in BunchStore
  • Added support for Python 3.9
  • Verified tests on latest versions of dependencies

0.1.146

  • Added missing __init__.py file

0.1.145

  • Cleanup and update of dependencies

0.1.143

  • Improved BunchStore class overloading also __delitem__ and __iter__
  • Added SVG optimizer (smaller SVGs, no timestamps that cause git changes)

0.1.141

  • Default value for create_tables of Database class constructor changed to False, allowing the usage of this class also for use cases beyond managing MLtraq DBs.
  • Added class BunchStore to handle a Bunch class transparently on memory and filesystem.
  • Added blog post on how to use return_as=generator_unordered and fail fast (blog/posts/011)
  • Added blog post on how to handle secrets with dynamic Options (blog/posts/012)
  • Added blog post on BunchStore to handle caches and more (blog/posts/013)

0.1.140

  • Fixed some typos in tests and docs
  • Added blog post on BunchEvent (blog/posts/010)

0.1.139

  • Added BunchEvent type, a Bunch with function triggers for setters and getters

0.1.138

  • Added utility steps drop_fields and nothing

0.1.137

  • Fixed some quoting typos in the docs and code
  • Added blog post on serializing a Bunch of things (blog/posts/009)
  • Cleanup visibility of class methods and attributes (_ and __ prefix)
  • Added PNG logo files with transparency for talks etc.

0.1.136

  • Added slides from Munich MLOps Community Meetup #7, linked in the benchmarks/speed page
  • Added notebooks/11 to experiment with the performance of different data storage options
  • Added blog post on upstreaming experimental results (blog/posts/008)
  • Renamed session.load to session.load_experiment and session.persist to session.persist_experiment for consistency

0.1.135

  • Dropped include_hidden option support for archives, not supported byglob.glob in Python 3.10