Rename AnomalyModule to AnomalibModule

[samet-akcay]

Signed-off-by: Samet Akcay samet.akcay@intel.com

📝 Description

• This PR renames the base AnomalyModule class to AnomalibModule to better align with the library's naming conventions. The original AnomalyModule class is kept as a deprecated alias that inherits from AnomalibModule to maintain backward compatibility.

• 🛠️ Fixes 📋 [TASK] Implement Core v2 AnomalibModule #2365

Migration Guide

For users who are currently using AnomalyModule:

# Old usage
from anomalib.models.components import AnomalyModule
class MyModel(AnomalyModule):
...
# New usage
from anomalib.models.components import AnomalibModule
class MyModel(AnomalibModule):
...

The old AnomalyModule will continue to work but will raise a deprecation warning. Users are encouraged to migrate to AnomalibModule.

✨ Changes

Select what type of change your PR is:

• 🐞 Bug fix (non-breaking change which fixes an issue)
• 🔨 Refactor (non-breaking change which refactors the code base)
• 🚀 New feature (non-breaking change which adds functionality)
• 💥 Breaking change (fix or feature that would cause existing functionality to not work as expected)
• 📚 Documentation update
• 🔒 Security update

✅ Checklist

Before you submit your pull request, please make sure you have completed the following steps:

• 📋 I have summarized my changes in the CHANGELOG and followed the guidelines for my type of change (skip for minor changes, documentation updates, and test enhancements).
• 📚 I have made the necessary updates to the documentation (if applicable).
• 🧪 I have written tests that support my changes and prove that my fix is effective or my feature works (if applicable).

For more information about code review checklists, see the Code Review Checklist.

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Codecov Report

Attention: Patch coverage is 89.33333% with 8 lines in your changes missing coverage. Please review.

Please upload report for BASE (feature/v2@1471974). Learn more about missing BASE report.

Files with missing lines	Patch %	Lines
src/anomalib/callbacks/visualizer.py	0.00%	3 Missing ⚠️
.../anomalib/models/components/base/anomaly_module.py	66.66%	3 Missing ⚠️
src/anomalib/callbacks/tiler_configuration.py	50.00%	1 Missing ⚠️
src/anomalib/utils/visualization/metrics.py	0.00%	1 Missing ⚠️

Additional details and impacted files

@@              Coverage Diff              @@
##             feature/v2    #2423   +/-   ##
=============================================
  Coverage              ?   78.00%           
=============================================
  Files                 ?      307           
  Lines                 ?    13153           
  Branches              ?        0           
=============================================
  Hits                  ?    10260           
  Misses                ?     2893           
  Partials              ?        0           

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🚨 Try these New Features:

• Flaky Tests Detection - Detect and resolve failed and flaky tests

[ashwinvaidya17]

Do we need this? Since v2 is a breaking change, maybe we can rename already