feat: Create `DriftDetector` abstraction and introduce alibi-detect

[robinholzi]

Motivation

We want to be able to use both evidently and alibi-detect as they support different drift detection metrics as well as differ in their runtime performance.

For that we need a clean abstraction that allows us to delegate drift detection to the respective library

Changes

• add alibi-detect dependency
• adjust drift detection abstraction via the DriftDetector interface
• introduce pydantic configurations models for alibi detect and evidently
• allow the collection and aggregation of multiple drift metrics.
• add tests for our embedding drift detection setup

Note:

As this is rather big already, I'd like to get this merged before trying to run drift detection pipelines, so we might need slight adjustments in a followup PR.

[github-actions[bot]]

^{( % to main) ( % to main)}

[MaxiBoether]

changes LGTM

[codecov[bot]]

Codecov Report

Attention: Patch coverage is 85.95745% with 33 lines in your changes missing coverage. Please review.

Project coverage is 82.89%. Comparing base (b6284f8) to head (c6fe126).

Files	Patch %	Lines
...n/supervisor/internal/triggers/datadrifttrigger.py	40.54%	22 Missing :warning:
.../internal/pipeline_executor/evaluation_executor.py	0.00%	3 Missing :warning:
...onfig/schema/pipeline/trigger/drift/aggregation.py	87.50%	2 Missing :warning:
...pervisor/internal/triggers/drift/alibi_detector.py	95.23%	2 Missing :warning:
...pervisor/internal/triggers/drift/drift_detector.py	84.61%	2 Missing :warning:
...isor/internal/triggers/drift/evidently_detector.py	95.12%	2 Missing :warning:

Additional details and impacted files

```diff @@ Coverage Diff @@ ## main #555 +/- ## ========================================== + Coverage 82.63% 82.89% +0.25% ========================================== Files 218 226 +8 Lines 10235 10419 +184 ========================================== + Hits 8458 8637 +179 - Misses 1777 1782 +5 ```

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