ANNMARY JUSTINE comments

Results 6 comments of


                                            ANNMARY JUSTINE

Support for various metadata store backends [need feedback and review]

This PR should also address CMF running in the debug mode, where the backend can be a console , and we do a dry run and no hard changes like...

Enhancement - It will be good if we can add some validations, for example we are logging inputs and outputs , but if user missed to specify input/output this may lead to broken lineages .

Some aspects of this issue will be addressed in automatic logging API's. Aalap - Feature request - debug mode of cmf , cmf should do just dry run , no...

Simplify logging the artifacts

Each artifact type has a different characteristic that needs to be captured. So it makes that single method very heavy

Simplify logging the artifacts

Instead of three different api's log_dataset, log_metrics, log_model can we have a single log_artifact call and the function internally does the appropriate decisions. If implemented the key point is this...

Enhancement - It would be good if were are able to see the changes in the content before publishing/pushing, so that if user has some control on whether to commit the changes or not

Can be a feature in cmf client . We can have a cmf show metadata which will show everything that is recorded

Enhancement - It would be good if were are able to see the changes in the content before publishing/pushing, so that if user has some control on whether to commit the changes or not

useful feature , but may not be too critical right now