Method _need_reindex

xarray/structure/alignment.py:339–376

Whether or not we need to reindex variables for a set of matching indexes. We don't reindex when all matching indexes are equal for two reasons: - It's faster for the usual case (already aligned objects). - It ensures it's possible to do operations that don't require

(self, dim, cmp_indexes)

        self.unindexed_dim_sizes = unindexed_dim_sizes

    def _need_reindex(self, dim, cmp_indexes) -> bool:
        """Whether or not we need to reindex variables for a set of
        matching indexes.

        We don't reindex when all matching indexes are equal for two reasons:
        - It's faster for the usual case (already aligned objects).
        - It ensures it's possible to do operations that don't require alignment
          on indexes with duplicate values (which cannot be reindexed with
          pandas). This is useful, e.g., for overwriting such duplicate indexes.

        """
        if not indexes_all_equal(cmp_indexes, self.exclude_dims):
            # always reindex when matching indexes are not equal
            return True

        unindexed_dims_sizes = {}
        for d in dim:
            if d in self.unindexed_dim_sizes:
                sizes = self.unindexed_dim_sizes[d]
                if len(sizes) > 1:
                    # reindex if different sizes are found for unindexed dims
                    return True
                else:
                    unindexed_dims_sizes[d] = next(iter(sizes))

        if unindexed_dims_sizes:
            indexed_dims_sizes = {}
            for cmp in cmp_indexes:
                index_vars = cmp[1]
                for var in index_vars.values():
                    indexed_dims_sizes.update(var.sizes)

            for d, size in unindexed_dims_sizes.items():
                if indexed_dims_sizes.get(d, -1) != size:
                    # reindex if unindexed dimension size doesn't match
                    return True

        return False

    def _get_index_joiner(self, index_cls) -> Callable:
        if self.join in ["outer", "inner"]: