Releases: exasol/sagemaker-extension
0.10.0: Python 3.10
0.9.0: Publishing to PyPi
Summary
Publishing the repo to PyPi
Features
- #81: Prepare release to PyPi
Bug Fixes
n/a
Documentation
n/a
Refactoring
n/a
0.8.0: SLC upload and dependencies
0.7.0: Get Language Definition in LanguageContainerDeployer
Summary
This release added the get_language_definition function to the LanguageContainerDeployer.
Features
- #104: Added get_language_definition to the language container deployer
Bug Fixes
n/a
Documentation
n/a
Refactoring
n/a
0.6.0: Added language container deployment
Summary
This release includes api and cli for language container deployment. This is now consistent with
similar features of the Transformers extension.
Note: Most of the language container deployment code will be moved eventually to the
script-language-container-tool repository.
Features
n/a
Bug Fixes
n/a
Documentation
n/a
Refactoring
- #97: Improving the container deployment using the container deployer from transformers-extension
- #99: Making the scripts deployer accepting a pyexasol connection
0.5.0: Enabled encryption for pyexasol
Summary
This release enabled encryption for the pyexasol connections used in this project
to fix connection issues with newer Exasol DB versions.
Note: Currently, we deactivated the SSL verification, we are going to fix this in this issue.
Features
n/a
Bug Fixes
- #83: Add encryption and ignore SSL verification to pyexasol.connect calls
Documentation
n/a
Refactoring
- #82: Remove setup.py and update poetry to 1.4.0
Removed Lua dependencies on the deployment
Summary
This release removes Lua dependencies on the SageMaker-Extension deployment and provides users a simpler installation. In addition, continuous integration tests setup is completed, enabling us to have more reliable and maintainable releases. Furthermore, a developer guide is added, explaining how to build and test the project.
Features
Bug Fixes
- #56: Removed Lua dependency on deployment
Documentation
- #60: Added the developer guide
Refactoring
- #56: Used Click for the deployment cli script
Add probabilities associated with the classification predictions
Summary
This release provides predicted probabilities associated with the outcomes of
classification problem types. Furthermore, this release makes batch_size, which
is used in batch predictions, configurable.
Features
Add static code analysis for Lua implementations to CI
Summary
This release includes a linter and a coverage analyzer of the Lua implementation
to the CI pipeline of the SageMaker-Extension. Thus, the static code analysis of
Lua scripts are performed without executing them and, the coding standards and
conventions are adhered.
Features
- #48: Added static code analysis to CI for Lua