Refactor/fraud inter carpool v2

[P3rceval]

MAJ du script de fraud interopérateur :

• Update de la table carpool_v2.
• Conservation de l'update de carpool (old)
• Arrêt de l'update de fraudcheck.labels (qui était utile quand on ne mettais pas encore à jour carpool afin d'avoir des données sur la fraude)
• Pas de MAJ à 'passed' dans l'algo car fait ultérieurement

Summary by CodeRabbit

• New Features

  • Improved processing logic in fraud check and anomaly detection scripts to ensure more accurate results.
  • Added SQL update statements for more robust data handling.

• Bug Fixes

  • Ensured consistent computation of overlap_duration_ratio in the overlap columns function.

• Refactor

  • Simplified environment variable checks and data processing steps for better readability and maintenance.

• Dependencies

  • Updated several package dependencies to the latest versions for enhanced performance and stability.

[coderabbitai[bot]]

Walkthrough

The updates mainly focus on refining data processing scripts and Jupyter notebooks, improving SQL operations, parameter handling, and ensuring consistency in overlap calculations. Versions of several packages in the notebooks/requirements.txt have also been updated for compatibility and performance.

Changes

Files/Paths	Change Summary
notebooks/scripts/helpers/apply_metods.py	Removed with_ratio parameter, always compute overlap_duration_ratio, simplified logic.
notebooks/scripts/interoperators_fraudcheck.py	Reordered imports, modified SQL query, renamed variables, updated data processing, added SQL updates.
notebooks/scripts/notebooks/distance_duration_anomalycheck.ipynb	Changed environment variable assignment for update_carpool_status.
notebooks/scripts/notebooks/interoperators_fraudcheck.ipynb	Updated input parameters, modified imports, refactored data processing, added SQL updates.
notebooks/scripts/notebooks/temporal_overlap_anomaly.ipynb	Simplified input parameter checks, adjusted lambda function call.
notebooks/requirements.txt	Updated versions of multiple packages for improved performance and compatibility.

In code refreshed, the logic soared,

With overlap ratios always scored.

SQL refined, imports aligned,

Variables clear, tasks well-defined.

The scripts now quicker, bright, and bold,

In data's story, truth unrolled.

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