DOC Remove filterwarnings from some examples

[Vincent-Maladiere]

Describe the issue linked to the documentation

Some examples filter all warnings, but we want those for debugging, catching deprecation, and getting closer to the user reality.

We need to remove warnings.filterwarnings("ignore") —and fix the potential warnings— from the following files:

• 03_datetime_encoder.py
• 04_fuzzy_joining.py

Suggest a potential alternative/fix

No response

[Tialo]

https://github.com/skrub-data/skrub/blob/main/skrub/_fuzzy_join.py#L359

If it warns whenever used, probably it's bad idea to remove filterwarnings.

[Tialo]

There is also warning in https://skrub-data.org/stable/auto_examples/02_investigating_dirty_categories.html

I can fix it if necessary.

[Vincent-Maladiere]

main/skrub/_fuzzy_join.py#L359

If it warns whenever used, probably it's bad idea to remove filterwarnings.

Indeed, we plan to remove warnings.warn("This feature is still experimental.") since the entire package is experimental.

[Vincent-Maladiere]

There is also warning in skrub-data.org/stable/auto_examples/02_investigating_dirty_categories.html

I can fix it if necessary.

That would be great, you can go ahead and create a PR!

[dcor01]

Hi guys, I'm hoping to try and fix these warnings in example 3 and 4

[Vincent-Maladiere]

Hey @dcor01, example 3 is already solved, but you can focus on example 4.

[dcor01]

I have made a pull request let me know your thoughts. #807

I also made a few capitalisation changes in example 4.

[dcor01]

Changed the filter warnings in example 4 in #808

[dcor01]

Changed the filter warnings in example 4 in #808

[Vincent-Maladiere]

Thank you @dcor01 and @Tialo, closing the issue :)