trying to install cudf but cannot find a version that matches with pd what should be the version of pandas and cudf or where can i find the doc

Question

(base) mitul@pop-os:~$ work
(rapids-24.02) mitul@pop-os:~$ python 
Python 3.10.13 | packaged by conda-forge | (main, Dec 23 2023, 15:36:39) [GCC 12.3.0] on linux
Type "help", "copyright", "credits" or "license" for more information.
>>> import cudf
Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
  File "/home/mitul/miniconda3/envs/rapids-24.02/lib/python3.10/site-packages/cudf/__init__.py", line 9, in <module>
    _setup_numba()
  File "/home/mitul/miniconda3/envs/rapids-24.02/lib/python3.10/site-packages/cudf/utils/_numba.py", line 124, in _setup_numba
    _get_cc_60_ptx_file()
  File "/home/mitul/miniconda3/envs/rapids-24.02/lib/python3.10/site-packages/cudf/utils/_numba.py", line 16, in _get_cc_60_ptx_file
    from cudf._lib import strings_udf
  File "/home/mitul/miniconda3/envs/rapids-24.02/lib/python3.10/site-packages/cudf/_lib/__init__.py", line 4, in <module>
    from . import (
  File "avro.pyx", line 1, in init cudf._lib.avro
  File "column.pyx", line 23, in init cudf._lib.column
  File "/home/mitul/miniconda3/envs/rapids-24.02/lib/python3.10/site-packages/cudf/utils/dtypes.py", line 14, in <module>
    from cudf.api.types import is_bool, is_float, is_integer
  File "/home/mitul/miniconda3/envs/rapids-24.02/lib/python3.10/site-packages/cudf/api/__init__.py", line 3, in <module>
    from cudf.api import extensions, types
  File "/home/mitul/miniconda3/envs/rapids-24.02/lib/python3.10/site-packages/cudf/api/types.py", line 503, in <module>
    is_extension_type = pd_types.is_extension_type
AttributeError: module 'pandas.api.types' has no attribute 'is_extension_type'. Did you mean: 'is_extension_array_dtype'?
>>> 

i tried multiple installations from rapidsai and custom ones too installing each lib one by one nothing seems to work also tried downgrading numpy and pandas but didnt work

Answer 1

The current release of RAPIDS cuDF 24.02 supports pandas>=1.3,<1.6.0dev0. The nightly release of RAPIDS cuDF 24.04 supports pandas>=2.0,<2.2.2dev0.

Supported dependency versions for cudf can be read in the pyproject.toml file (https://github.com/rapidsai/cudf/blob/branch-24.04/python/cudf/pyproject.toml) or by reading the dependencies of the conda packages hosted here (click the info icon next to the desired package): https://anaconda.org/rapidsai/cudf/files

The major version upgrade from pandas 1 to pandas 2 is announced here: https://docs.rapids.ai/notices/rsn0036/

Documentation for the cudf library is hosted at https://docs.rapids.ai/api/cudf/stable/.