def align_to(self, other):
"""Align to `other` on their axes.
Example:
```python-repl
>>> import vectorbt as vbt
>>> import pandas as pd
>>> df1 = pd.DataFrame([[1, 2], [3, 4]], index=['x', 'y'], columns=['a', 'b'])
>>> df1
a b
x 1 2
y 3 4
>>> df2 = pd.DataFrame([[5, 6, 7, 8], [9, 10, 11, 12]], index=['x', 'y'],
... columns=pd.MultiIndex.from_arrays([[1, 1, 2, 2], ['a', 'b', 'a', 'b']]))
>>> df2
1 2
a b a b
x 5 6 7 8
y 9 10 11 12
>>> df1.vbt.align_to(df2)
1 2
a b a b
x 1 2 1 2
y 3 4 3 4
```"""
checks.assert_type(other, (pd.Series, pd.DataFrame))
obj = reshape_fns.to_2d(self._obj)
other = reshape_fns.to_2d(other)
aligned_index = index_fns.align_index_to(obj.index, other.index)
aligned_columns = index_fns.align_index_to(obj.columns, other.columns)
obj = obj.iloc[aligned_index, aligned_columns]
return self.wrap(obj.values, index=other.index, columns=other.columns)
def align_to(self,
other: tp.SeriesFrame,
wrap_kwargs: tp.KwargsLike = None) -> tp.SeriesFrame:
"""Align to `other` on their axes.
## Example
```python-repl
>>> import vectorbt as vbt
>>> import pandas as pd
>>> df1 = pd.DataFrame([[1, 2], [3, 4]], index=['x', 'y'], columns=['a', 'b'])
>>> df1
a b
x 1 2
y 3 4
>>> df2 = pd.DataFrame([[5, 6, 7, 8], [9, 10, 11, 12]], index=['x', 'y'],
... columns=pd.MultiIndex.from_arrays([[1, 1, 2, 2], ['a', 'b', 'a', 'b']]))
>>> df2
1 2
a b a b
x 5 6 7 8
y 9 10 11 12
>>> df1.vbt.align_to(df2)
1 2
a b a b
x 1 2 1 2
y 3 4 3 4
```
"""
checks.assert_instance_of(other, (pd.Series, pd.DataFrame))
obj = reshape_fns.to_2d(self.obj)
other = reshape_fns.to_2d(other)
aligned_index = index_fns.align_index_to(obj.index, other.index)
aligned_columns = index_fns.align_index_to(obj.columns, other.columns)
obj = obj.iloc[aligned_index, aligned_columns]
return self.wrapper.wrap(obj.values,
group_by=False,
**merge_dicts(
dict(index=other.index,
columns=other.columns), wrap_kwargs))