[good first issue - beginner] Ensure all examples have a jupyter notebook to present the example

[skrawcz]

Is your feature request related to a problem? Please describe. A lot of DS want a notebook to get started with, not a python script -- these can be too intimidating.

Describe the solution you'd like We should make sure our examples all have a jupyter notebook to mirror the "run.py" file. That way people can see how things are exercised and then they can use a notebook to try things out.

E.g. we want each example to have a notebook kind of like the hello world example.

Extra instructions

1. Claim an example.
2. Some example might not be applicable for a notebook -- if so we should just note it and move on.

Examples to check off from the /examples folder

• [ ] airflow
• [ ] async
• [x] caching_nodes (claimed @alti-tude)
• [x] dask (claimed @bryangalindo )
• [ ] #1122 (@eoagyen )
• [ ] data_quality
• [ ] dbt
• [ ] feature_engineering_multiple_contexts (claimed @benhhack )
• [x] hello_world
• [x] lineage
• [ ] LLM_Workflows
• [ ] model_examples
• [x] numpy (claimed @AnupJoseph )
• [x] polars (claimed @bryangalindo )
• [x] prefect (claimed @flaviassantos )
• [ ] ray
• [ ] reusing_functions
• [x] scikit-learn (claimed @AnupJoseph )
• [ ] spark

[AnupJoseph]

Hi! Is anyone working on this? Can I claim the numpy and scikit-learn portions of this task?

[skrawcz]

Hi! Is anyone working on this? Can I claim the numpy and scikit-learn portions of this task?

Sure. I'll assign your name to them.

[skrawcz]

@AnupJoseph thanks for those two! Let me know if you want to claim more, or if you want something a little "harder".

[AnupJoseph]

@AnupJoseph thanks for those two! Let me know if you want to claim more, or if you want something a little "harder".

Welcome! I'll take up some of the other examples as I get the time

[alti-tude]

Hi @skrawcz. I would like to claim caching_nodes and lineage examples if no one is working on those.

[skrawcz]

I would like to claim caching_nodes and lineage examples if no one is working on those.

Yep -- actually it seems like lineage is already done (my bad). But caching_nodes isn't. So will add you to caching_nodes and feel free to pick another one.

[bryangalindo]

I'm open to taking any of the below. Thanks!

• polars
• dask
• dbt
• airflow
• spark

[skrawcz]

@bryangalindo let me give you polars.

[skrawcz]

@alti-tude any updates on your end? Need any help?

[bryangalindo]

@skrawcz I'm working on the Dask example instead since the Polars example doesn't have a run.py module (unless I missed it or someone is hiding it in a shelf 😄). I confirmed a run.py module exists in examples/dask/hello_world.

[skrawcz]

@skrawcz I'm working on the Dask example instead since the Polars example doesn't have a run.py module (unless I missed it or someone is hiding it in a shelf 😄). I confirmed a run.py module exists in examples/dask/hello_world.

Ah yeah -- it might be called my_script.py. Just a naming difference. If you look at the code it should look fairly similar. No worries.

[bryangalindo]

@skrawcz I'm working on the Dask example instead since the Polars example doesn't have a run.py module (unless I missed it or someone is hiding it in a shelf 😄). I confirmed a run.py module exists in examples/dask/hello_world.

Ah yeah -- it might be called my_script.py. Just a naming difference. If you look at the code it should look fairly similar. No worries.

Ah thanks for pointing that out. I can continue working on the Polars example. Thanks @skrawcz!

[benhhack]

@skrawcz I can take the feature_engineering_multiple_contexts

[bryangalindo]

@skrawcz i can take the ray example

[flaviassantos]

@skrawcz can I take prefect?

[flaviassantos]

@skrawcz can I take model_examples and LLM_workflows? I am going through the code anyway, I might as well fix a notebook for them :) thanks

[eoagyen]

@skrawcz can I take the data_loaders?

[skrawcz]

@skrawcz can I take the data_loaders?

Sure! Please comment on #1122 and I can assign it that way.