pd.concat

pandas.concat(objs, axis=0, join="outer", join_axes=None, ignore_index=False, keys=None, levels=None, names=None, verify_integrity=False, sort=None, copy=True)

Supported Arguments

argument	datatypes	other requirements
objs	List or Tuple of DataFrames/Series
axis	Integer with either 0 or 1	Must be constant at Compile Time
ignore_index	Boolean	Must be constant at Compile Time

Important

Bodo currently concatenates local data chunks for distributed datasets, which does not preserve global order of concatenated objects in output.

Example Usage

>>> @bodo.jit
... def f(df1, df2):
...     return pd.concat([df1, df2], axis=1)

>>> df1 = pd.DataFrame({"A": [3, 2, 1, -4, 7]})
>>> df2 = pd.DataFrame({"B": [3, 25, 1, -4, -24]})
>>> f(df1, df2)

A   B
0  3   3
1  2  25
2  1   1
3 -4  -4
4  7 -24