def compute_unique_count_drift()

in src/utils.py [0:0]

• 4 lines of code
• 3 McCabe index (conditional complexity)

def compute_unique_count_drift(df_prob, ref_df_prob):
    """Find the difference in unique counts of two distributions and return as percentage"""

    df_diff = set(df_prob.keys()) - set(ref_df_prob.keys())
    ref_df_diff = set(ref_df_prob.keys()) - set(df_prob.keys())

    return sum([df_prob[k] for k in df_diff] + [ref_df_prob[k] for k in ref_df_diff])