order ints before strings before nulls in 1d arrays
(values)
| 3895 | |
| 3896 | |
| 3897 | def _sort_mixed(values): |
| 3898 | """order ints before strings before nulls in 1d arrays""" |
| 3899 | str_pos = np.array([isinstance(x, str) for x in values], dtype=bool) |
| 3900 | tuple_pos = np.array([isinstance(x, tuple) for x in values], dtype=bool) |
| 3901 | null_pos = np.array([pd.isna(x) for x in values], dtype=bool) |
| 3902 | num_pos = ~str_pos & ~null_pos & ~tuple_pos |
| 3903 | str_argsort = np.argsort(values[str_pos]) |
| 3904 | tuple_argsort = np.argsort(values[tuple_pos]) |
| 3905 | num_argsort = np.argsort(values[num_pos]) |
| 3906 | # convert boolean arrays to positional indices, then order by underlying values |
| 3907 | str_locs = str_pos.nonzero()[0].take(str_argsort) |
| 3908 | tuple_locs = tuple_pos.nonzero()[0].take(tuple_argsort) |
| 3909 | num_locs = num_pos.nonzero()[0].take(num_argsort) |
| 3910 | null_locs = null_pos.nonzero()[0] |
| 3911 | locs = np.concatenate([num_locs, str_locs, tuple_locs, null_locs]) |
| 3912 | return values.take(locs) |
| 3913 | |
| 3914 | |
| 3915 | def plain_column_projection(expr, parent, dependents, additional_columns=None): |
no test coverage detected