Source code for visions.application.summaries.series.unique_summary

import pandas as pd


[docs]def unique_summary(series: pd.Series) -> dict: """ Args: series: series to summarize Returns: """ summary = {} summary.update({"n_unique": series.nunique()}) return summary
def unique_summary_complex(series: pd.Series) -> dict: """ Args: series: series to summarize Returns: """ summary = {} # Until complex bug is fixed: # https://github.com/pandas-dev/pandas/issues/17927 # https://github.com/pandas-dev/pandas/pull/27599 n_unique = len(set(series[series.notna()].values)) summary.update({"n_unique": n_unique}) return summary