SamM755 opened a new pull request, #576:
URL: https://github.com/apache/tsfile/pull/576

   This pull request introduces two new cluster-based encoding methods: 
ACluster and KCluster.
   
   - **KCluster**: A K-Medoids based method where the number of clusters (`k`) 
can be specified by the user as an encoding property.
   - **ACluster**: An adaptive clustering algorithm that automatically 
determines the optimal number of reference points.
   
   This implementation includes:
   - The core clustering algorithms (`AClusterAlgorithm`, `KClusterAlgorithm`).
   - The corresponding encoders for both methods.
   - These two methods share the same decoder (`ClusterDecoder`)
   - Comprehensive unit tests to ensure correctness and handle various data 
types.
   


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