Add "data_quality" tag ClassImbalance and DescriptiveStatistics tests

[cachafla]

Internal Notes for Reviewers

• Add "data_quality" tag ClassImbalance and DescriptiveStatistics tests
• Return Tags and Tasks in list_tests() output

External Release Notes

[github-actions]

PR Summary

This pull request introduces several enhancements to the ValidMind library's data validation tests and logging mechanisms. The key changes include:

1. Enhanced Metadata for Tests: The ClassImbalance and DescriptiveStatistics functions in the data validation module have been updated to include an additional tag, data_quality, to better categorize these tests.

2. Improved Logging: The logging level for messages related to missing dependencies in the validmind/tests/load.py file has been changed from info to debug. This change ensures that these messages are less intrusive and only appear when debugging is enabled.

3. Additional Test Metadata: The _pretty_list_tests function now includes Tags and Tasks in its output, providing more comprehensive metadata for each test.

These changes aim to improve the organization and clarity of test metadata and logging information, facilitating better test management and debugging.

Test Suggestions

• Verify that the ClassImbalance and DescriptiveStatistics functions correctly include the data_quality tag.
• Ensure that the logging level change from info to debug for missing dependencies works as expected by running tests with and without the required dependencies.
• Test the output of _pretty_list_tests to confirm that Tags and Tasks are correctly included in the test metadata.
• Run a full suite of tests to ensure no existing functionality is broken by these changes.

[validbeck]

I tested this locally and it works whoO!! Thank you!

Just for my reference, in the future if I want to modify the tasks or tags for a test I just change these two lines?

@tags(
    "tabular_data", "binary_classification", "multiclass_classification", "data_quality"
)
@tasks("classification")