Provide unpacked keyword arguments to component.transform method

[RobbeSneyders]

Fixes #67

[RobbeSneyders]

Since we squash merge, any commit hash part of a PR will actually not become part of main, so it's not ideal to use them as a reference.

I think we should always keep these examples in line with main, so I would propose to unfreeze the fondant version in their requirements.

[PhilippeMoussalli]

I think those are mainly used for testing the functionality of your branch code. Right now the workflow is a bit annoying to do so: you have to push your code and then reference the hash so that the component can rebuild with the latest version. Wondering if there isn't a better way to do. @NielsRogge any thoughts?

[RobbeSneyders]

Once we 'actually open source', the examples on main should always work though. For components to share, the version can still be fixed.

[NielsRogge]

Yes for now we probably need to include the commit hash when trying out new functionality, but when merging a PR it should always be updated to main.

[NielsRogge]

Thanks for improving!

[NielsRogge]

Note that ideally also the simple pipeline gets updated and tested:

fondant/examples/pipelines/simple_pipeline/components/image_filtering/src/main.py

Line 21 in 1ac0fa0

def transform(self, dataframe: dd.DataFrame, args: Dict) -> dd.DataFrame:

Cause we had updates to the Fondant code base in the past which turned out to need fixes to run the pipeline successfully on KubeFlow