Validation

def detect_vector_data_type(...)

def detect_vector_data_type(
    vector: npt.NDArray
) -> FeatureType:

Detects the type of data in a given vector.

This function analyzes the input vector and classifies its data as one of the supported types:

• binary: Boolean values (True/False) or integer 0/1.
• continuous: Float values within the normalized range [0.0, 1.0].
• ranged: Float values outside the normalized range.

Parameters

• vector (npt.NDArray): An array containing the data to be classified.

Returns

• FeatureType (Literal["binary-features", "continuous-features", "ranged-features"]): The detected type of data in the vector.

Raises

• UnsupportedDataTypeError: Raised if the vector contains an unsupported data type.