Initialize BaseDriftDetector

src/drift_detector/base_drift_detector.py

@@ -0,0 +1,22 @@
+from abc import ABC, abstractmethod
+import logging
+from numpy import array
+
+
+class BaseDriftDetector(ABC):
+    def __init__(self) -> None:
+        super().__init__()
+        self.logger = logging.getLogger(self.__class__.__name__)
+
+    @abstractmethod
+    def is_drifted(self, feat_vec: array) -> bool:
+        """
+        Check if the given feature vector indicates drift.
+
+        Parameters:
+        feat_vec (array): The feature vector to be checked for drift.
+
+        Returns:
+        bool: True if the feature vector indicates drift, False otherwise.
+        """
+        ...