import numpy as np

def _normalize_vector(vector):
    if type(vector) is list:
        vector_np = np.asarray(vector, dtype=np.float32)
    else:
        vector_np = vector
    sum = np.sum(vector_np)
    if sum < 1e-8:
        return vector
    normalized_vector = vector_np / sum
    return normalized_vector