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