Skip to content

Release Notes

1.0.2

Date: Apr 21, 2023

Created azInferenceLogActivity, azInferenceLogOrchestrator, and azInferenceLogStarter durable azure functions for logging data in the inference script (not yet implemented).

Created aminoml.postprocess module and inference scripts in aminoml.deployment.

Created aminoml.postprocess documentations.

Created local deployment and onnx jupyter notebooks.

Updated docs/conf/preprocess/him percent hatch yaml file.

Updated various project configuration files (host.json, mkdocs.yml, pyproject.toml, requirements.txt, etc).

1.0.1

Date: Feb 02, 2023

Created custom domain for documentation site and updated .amlignore file.

1.0.0

Date: Jan 18, 2023

Refactored code and new features.

Items:

  • 71514: Data Science - Breeder Planning - Modify ML Code to call the API.
  • 71516: Data Science - Breeder Planning - Modify ML Code make a 2nd pass for flocks that are outside of the range of trained data.
  • 71875: Data Science - Breeder Planning - Create endpoint for customer.

Logs:

  • Update documentation library from pdoc to mkdocs-material.
  • Update Jupyter notebooks.
  • Update documentations.
  • Create aminoml module.
  • Create tests.
  • Create custom endpoint keys.
  • Update AzureML pipeline scripts.
  • Create web folder for static web app deployment config file (web authentication).
  • Create copy to clipboard button for code blocks.
  • Create custom inference layer.
  • Create pre-commit, poetry, flake8, sonarcloud related files.

TODO:

  • Update to multimodel endpoint.
  • Create custom domain for static web app.
  • Create custom preprocess.py for specific models and deprecate Preprocessor class.