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v0.5.0

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@mike0sv mike0sv released this 10 Apr 17:05
· 84 commits to master since this release
v0.5.0
64d37f0

0.5.0 (2020-04-10)

  • Built Docker images and running Docker containers along with their metadata are now persisted in metadata repository
  • Added possibility to track running status of Docker container via Ebonite client
  • Implemented support for pushing built images to remote Docker registry
  • Improved testing of metadata repositories and Ebonite client and fixed discovered bugs in them
  • Fixed bug with failed transactions not being rolled back
  • Fixed bug with serialization of complex models some component of which could not be pickled
  • Decomposed model IO from model wrappers
  • bytes are now used for binary datasets instead of file-like objects
  • Eliminated build_model_flask_docker in favor of Server-driven abstraction
  • Sped up PickleModelIO by avoiding ModelAnalyzer calls for non-model objects
  • Sped up Model.create by calling model methods with given input data just once
  • Dataset types and model wrappers expose their runtime requirements
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