def describe()

in eland/operations.py [0:0]

• 23 lines of code
• 2 McCabe index (conditional complexity)

    def describe(self, query_compiler: "QueryCompiler") -> pd.DataFrame:
        query_params, post_processing = self._resolve_tasks(query_compiler)

        size = self._size(query_params, post_processing)
        if size is not None:
            raise NotImplementedError(
                f"Can not count field matches if size is set {size}"
            )

        df1 = self.aggs(
            query_compiler=query_compiler,
            pd_aggs=["count", "mean", "std", "min", "max"],
            numeric_only=True,
        )
        df2 = self.quantile(
            query_compiler=query_compiler,
            pd_aggs=["quantile"],
            quantiles=[0.25, 0.5, 0.75],
            is_dataframe=True,
            numeric_only=True,
        )

        # Convert [.25,.5,.75] to ["25%", "50%", "75%"]
        df2 = df2.set_index([["25%", "50%", "75%"]])

        return pd.concat([df1, df2]).reindex(
            ["count", "mean", "std", "min", "25%", "50%", "75%", "max"]
        )