Galileo-Galilei/kedro-mlflow 0.4.1

Release 0.4.1

on GitHub

[0.4.1] - 2020-12-03

Added

• It is now possible to supply credentials for the mlflow tracking server within mlflow.yml and credentials.yml. They will be exported as environment variables during the run. (#31)

Fixed

• Fix TypeError: unsupported operand type(s) for /: 'str' and 'str' when using MlflowArtifactDataSet with MlflowModelSaverDataSet (#116)
• Fix various docs typo (#6)
• When the underlying Kedro pipeline fails, the associated mlflow run is now marked as 'FAILED' instead of 'FINISHED'. It is rendered with a red cross instead of the green tick in the mlflow user interface (#121).
• Fix a bug which made KedroPipelineModel impossible to load if one of its artifact was a MlflowModel<Saver/Logger>DataSet. These datasets were not deepcopiable because of one their attributes was a module (#122).

Changed

• Refactor doc structure for readability (#6)
• The KedroMlflowConfig no longer creates the mlflow experiment and access to the mlflow tracking server when it is instantiated. A new setup() method sets up the mlflow configuration (tracking uri, credentials and experiment management) but must now be called explicitly. (#97)