Pandas/pyArrow/read_parquet error

[phwuil]

• condastats version: 0.2.1
• Python version: Python 3.11.3
• Operating System: linux (Manjaro/Plasma)

Description

Unable to use condastats.cli.overall (internal error on pandas->pyArrow)

    dataconda = condastats.cli.overall([conda_module], monthly=True)
                ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "[...]/lib/python3.11/site-packages/condastats/cli.py", line 62, in overall
    df = dd.read_parquet(
         ^^^^^^^^^^^^^^^^
  File "[...]/python3.11/site-packages/dask/backends.py", line 138, in wrapper
    raise type(e)(
ValueError: An error occurred while calling the read_parquet method registered to the pandas backend.
Original Message: ArrowStringArray requires a PyArrow (chunked) array of string type

[ragonneau]

Hi @sophiamyang,

I am facing the same issue here.

Cheers,
Tom.

[ragonneau]

Hi @sophiamyang,

The error seems to be persistent. I now get the following:

Traceback (most recent call last):
  File "/home/tmragon/PycharmProjects/pdfo-stats/venv/lib/python3.10/site-packages/dask/backends.py", line 136, in wrapper
    return func(*args, **kwargs)
  File "/home/tmragon/PycharmProjects/pdfo-stats/venv/lib/python3.10/site-packages/dask/dataframe/io/parquet/core.py", line 543, in read_parquet
    read_metadata_result = engine.read_metadata(
  File "/home/tmragon/PycharmProjects/pdfo-stats/venv/lib/python3.10/site-packages/dask/dataframe/io/parquet/arrow.py", line 549, in read_metadata
    meta = cls._create_dd_meta(dataset_info)
  File "/home/tmragon/PycharmProjects/pdfo-stats/venv/lib/python3.10/site-packages/dask/dataframe/io/parquet/arrow.py", line 1266, in _create_dd_meta
    meta = clear_known_categories(
  File "/home/tmragon/PycharmProjects/pdfo-stats/venv/lib/python3.10/site-packages/dask/dataframe/utils.py", line 293, in clear_known_categories
    raise ValueError("Not all columns are categoricals")
ValueError: Not all columns are categoricals

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
  File "/home/tmragon/PycharmProjects/pdfo-stats/venv/lib/python3.10/site-packages/condastats/cli.py", line 62, in overall
    df = dd.read_parquet(
  File "/home/tmragon/PycharmProjects/pdfo-stats/venv/lib/python3.10/site-packages/dask/backends.py", line 138, in wrapper
    raise type(e)(
ValueError: An error occurred while calling the read_parquet method registered to the pandas backend.
Original Message: Not all columns are categoricals

Is there anything we can do?

Cheers,
Tom.

[phwuil]

Hi,

Does anyone know of a workaround to this bug ? Or an alternative to condastats ?

Cheers,
PH.

[sophiamyang]

Thanks for the issue. Could you open the issue in this repo instead? condastats depends on the data pipeline in this repo: https://github.com/ContinuumIO/anaconda-package-data cc @cappadona

[phwuil]

Hi @sophiamyang and thanks a lot for this package and this answer.

But, as I only experiment this error when using condastats, I don't see how to reproducibly describe the bug in this repo ...

[nicrie]

Hey Pierre-Henri, I respond to your message posted in #18 here to keep the threads separated and focused.

Quick inspection of my environment (see below) indicates that the main differences are in the pandas and pyarrow version. Specifically, I have pyarrow version 12.0.1 and pandas 1.5.3. You could try downgrading to see if it solves your problem.

Environment

# Name                    Version                   Build  Channel
_libgcc_mutex             0.1                 conda_forge    conda-forge
_openmp_mutex             4.5                       2_gnu    conda-forge
aiobotocore               2.5.0              pyhd8ed1ab_0    conda-forge
aiohttp                   3.8.5           py311h459d7ec_0    conda-forge
aioitertools              0.11.0             pyhd8ed1ab_0    conda-forge
aiosignal                 1.3.1              pyhd8ed1ab_0    conda-forge
alsa-lib                  1.2.9                hd590300_0    conda-forge
anyio                     3.7.1              pyhd8ed1ab_0    conda-forge
asttokens                 2.2.1              pyhd8ed1ab_0    conda-forge
async-timeout             4.0.2              pyhd8ed1ab_0    conda-forge
attr                      2.5.1                h166bdaf_1    conda-forge
attrs                     23.1.0             pyh71513ae_1    conda-forge
aws-c-auth                0.7.0                hf8751d9_2    conda-forge
aws-c-cal                 0.6.0                h93469e0_0    conda-forge
aws-c-common              0.8.23               hd590300_0    conda-forge
aws-c-compression         0.2.17               h862ab75_1    conda-forge
aws-c-event-stream        0.3.1                h9599702_1    conda-forge
aws-c-http                0.7.11               hbe98c3e_0    conda-forge
aws-c-io                  0.13.28              h3870b5a_0    conda-forge
aws-c-mqtt                0.8.14               h2e270ba_2    conda-forge
aws-c-s3                  0.3.13               heb0bb06_2    conda-forge
aws-c-sdkutils            0.1.11               h862ab75_1    conda-forge
aws-checksums             0.1.16               h862ab75_1    conda-forge
aws-crt-cpp               0.20.3               he9c0e7f_4    conda-forge
aws-sdk-cpp               1.10.57             hbc2ea52_17    conda-forge
backcall                  0.2.0              pyh9f0ad1d_0    conda-forge
backports                 1.0                pyhd8ed1ab_3    conda-forge
backports.functools_lru_cache 1.6.5              pyhd8ed1ab_0    conda-forge
bokeh                     3.2.1              pyhd8ed1ab_0    conda-forge
botocore                  1.29.76            pyhd8ed1ab_0    conda-forge
brotli                    1.0.9                h166bdaf_9    conda-forge
brotli-bin                1.0.9                h166bdaf_9    conda-forge
brotlipy                  0.7.0           py311hd4cff14_1005    conda-forge
bzip2                     1.0.8                h7f98852_4    conda-forge
c-ares                    1.19.1               hd590300_0    conda-forge
ca-certificates           2023.7.22            hbcca054_0    conda-forge
cairo                     1.16.0            hbbf8b49_1016    conda-forge
certifi                   2023.7.22          pyhd8ed1ab_0    conda-forge
cffi                      1.15.1          py311h409f033_3    conda-forge
chardet                   5.1.0           py311h38be061_0    conda-forge
charset-normalizer        3.2.0              pyhd8ed1ab_0    conda-forge
click                     8.1.6           unix_pyh707e725_0    conda-forge
cloudpickle               2.2.1              pyhd8ed1ab_0    conda-forge
comm                      0.1.4              pyhd8ed1ab_0    conda-forge
condastats                0.2.1              pyhd8ed1ab_0    conda-forge
contourpy                 1.1.0           py311h9547e67_0    conda-forge
cryptography              41.0.2          py311h63ff55d_0    conda-forge
cycler                    0.11.0             pyhd8ed1ab_0    conda-forge
cytoolz                   0.12.2          py311h459d7ec_0    conda-forge
dask                      2023.7.1           pyhd8ed1ab_0    conda-forge
dask-core                 2023.7.1           pyhd8ed1ab_0    conda-forge
dataproperty              1.0.1              pyhd8ed1ab_0    conda-forge
dbus                      1.13.6               h5008d03_3    conda-forge
debugpy                   1.6.8           py311hb755f60_0    conda-forge
decorator                 5.1.1              pyhd8ed1ab_0    conda-forge
distributed               2023.7.1           pyhd8ed1ab_0    conda-forge
dominate                  2.8.0              pyhd8ed1ab_0    conda-forge
exceptiongroup            1.1.2              pyhd8ed1ab_0    conda-forge
executing                 1.2.0              pyhd8ed1ab_0    conda-forge
expat                     2.5.0                hcb278e6_1    conda-forge
font-ttf-dejavu-sans-mono 2.37                 hab24e00_0    conda-forge
font-ttf-inconsolata      3.000                h77eed37_0    conda-forge
font-ttf-source-code-pro  2.038                h77eed37_0    conda-forge
font-ttf-ubuntu           0.83                 hab24e00_0    conda-forge
fontconfig                2.14.2               h14ed4e7_0    conda-forge
fonts-conda-ecosystem     1                             0    conda-forge
fonts-conda-forge         1                             0    conda-forge
fonttools                 4.41.1          py311h459d7ec_0    conda-forge
freetype                  2.12.1               hca18f0e_1    conda-forge
frozenlist                1.4.0           py311h459d7ec_0    conda-forge
fsspec                    2023.6.0           pyh1a96a4e_0    conda-forge
gettext                   0.21.1               h27087fc_0    conda-forge
gflags                    2.2.2             he1b5a44_1004    conda-forge
glib                      2.76.4               hfc55251_0    conda-forge
glib-tools                2.76.4               hfc55251_0    conda-forge
glog                      0.6.0                h6f12383_0    conda-forge
graphite2                 1.3.13            h58526e2_1001    conda-forge
gst-plugins-base          1.22.5               hf7dbed1_0    conda-forge
gstreamer                 1.22.5               h98fc4e7_0    conda-forge
h11                       0.14.0             pyhd8ed1ab_0    conda-forge
h2                        4.1.0              pyhd8ed1ab_0    conda-forge
harfbuzz                  7.3.0                hdb3a94d_0    conda-forge
hpack                     4.0.0              pyh9f0ad1d_0    conda-forge
httpcore                  0.17.3             pyhd8ed1ab_0    conda-forge
httpx                     0.24.1             pyhd8ed1ab_0    conda-forge
hyperframe                6.0.1              pyhd8ed1ab_0    conda-forge
icu                       72.1                 hcb278e6_0    conda-forge
idna                      3.4                pyhd8ed1ab_0    conda-forge
importlib-metadata        6.8.0              pyha770c72_0    conda-forge
importlib_metadata        6.8.0                hd8ed1ab_0    conda-forge
ipykernel                 6.25.0             pyh71e2992_0    conda-forge
ipython                   8.14.0             pyh41d4057_0    conda-forge
jedi                      0.19.0             pyhd8ed1ab_0    conda-forge
jinja2                    3.1.2              pyhd8ed1ab_1    conda-forge
jmespath                  1.0.1              pyhd8ed1ab_0    conda-forge
jupyter_client            8.3.0              pyhd8ed1ab_0    conda-forge
jupyter_core              5.3.1           py311h38be061_0    conda-forge
keyutils                  1.6.1                h166bdaf_0    conda-forge
kiwisolver                1.4.4           py311h4dd048b_1    conda-forge
krb5                      1.21.1               h659d440_0    conda-forge
lame                      3.100             h166bdaf_1003    conda-forge
lcms2                     2.15                 haa2dc70_1    conda-forge
ld_impl_linux-64          2.40                 h41732ed_0    conda-forge
lerc                      4.0.0                h27087fc_0    conda-forge
libabseil                 20230125.3      cxx17_h59595ed_0    conda-forge
libarrow                  12.0.1           h657c46f_7_cpu    conda-forge
libblas                   3.9.0           17_linux64_openblas    conda-forge
libbrotlicommon           1.0.9                h166bdaf_9    conda-forge
libbrotlidec              1.0.9                h166bdaf_9    conda-forge
libbrotlienc              1.0.9                h166bdaf_9    conda-forge
libcap                    2.69                 h0f662aa_0    conda-forge
libcblas                  3.9.0           17_linux64_openblas    conda-forge
libclang                  15.0.7          default_h7634d5b_3    conda-forge
libclang13                15.0.7          default_h9986a30_3    conda-forge
libcrc32c                 1.1.2                h9c3ff4c_0    conda-forge
libcups                   2.3.3                h4637d8d_4    conda-forge
libcurl                   8.2.1                hca28451_0    conda-forge
libdeflate                1.18                 h0b41bf4_0    conda-forge
libedit                   3.1.20191231         he28a2e2_2    conda-forge
libev                     4.33                 h516909a_1    conda-forge
libevent                  2.1.12               hf998b51_1    conda-forge
libexpat                  2.5.0                hcb278e6_1    conda-forge
libffi                    3.4.2                h7f98852_5    conda-forge
libflac                   1.4.3                h59595ed_0    conda-forge
libgcc-ng                 13.1.0               he5830b7_0    conda-forge
libgcrypt                 1.10.1               h166bdaf_0    conda-forge
libgfortran-ng            13.1.0               h69a702a_0    conda-forge
libgfortran5              13.1.0               h15d22d2_0    conda-forge
libglib                   2.76.4               hebfc3b9_0    conda-forge
libgomp                   13.1.0               he5830b7_0    conda-forge
libgoogle-cloud           2.12.0               h840a212_1    conda-forge
libgpg-error              1.47                 h71f35ed_0    conda-forge
libgrpc                   1.56.2               h3905398_0    conda-forge
libiconv                  1.17                 h166bdaf_0    conda-forge
libjpeg-turbo             2.1.5.1              h0b41bf4_0    conda-forge
liblapack                 3.9.0           17_linux64_openblas    conda-forge
libllvm15                 15.0.7               h5cf9203_3    conda-forge
libnghttp2                1.52.0               h61bc06f_0    conda-forge
libnsl                    2.0.0                h7f98852_0    conda-forge
libnuma                   2.0.16               h0b41bf4_1    conda-forge
libogg                    1.3.4                h7f98852_1    conda-forge
libopenblas               0.3.23          pthreads_h80387f5_0    conda-forge
libopus                   1.3.1                h7f98852_1    conda-forge
libpng                    1.6.39               h753d276_0    conda-forge
libpq                     15.3                 hfc447b1_2    conda-forge
libprotobuf               4.23.3               hd1fb520_0    conda-forge
libsndfile                1.2.0                hb75c966_0    conda-forge
libsodium                 1.0.18               h36c2ea0_1    conda-forge
libsqlite                 3.42.0               h2797004_0    conda-forge
libssh2                   1.11.0               h0841786_0    conda-forge
libstdcxx-ng              13.1.0               hfd8a6a1_0    conda-forge
libsystemd0               254                  h3516f8a_0    conda-forge
libthrift                 0.18.1               h8fd135c_2    conda-forge
libtiff                   4.5.1                h8b53f26_0    conda-forge
libutf8proc               2.8.0                h166bdaf_0    conda-forge
libuuid                   2.38.1               h0b41bf4_0    conda-forge
libvorbis                 1.3.7                h9c3ff4c_0    conda-forge
libwebp-base              1.3.1                hd590300_0    conda-forge
libxcb                    1.15                 h0b41bf4_0    conda-forge
libxkbcommon              1.5.0                h5d7e998_3    conda-forge
libxml2                   2.11.4               h0d562d8_0    conda-forge
libzlib                   1.2.13               hd590300_5    conda-forge
locket                    1.0.0              pyhd8ed1ab_0    conda-forge
lz4                       4.3.2           py311h9f220a4_0    conda-forge
lz4-c                     1.9.4                hcb278e6_0    conda-forge
markupsafe                2.1.3           py311h459d7ec_0    conda-forge
matplotlib                3.7.2           py311h38be061_0    conda-forge
matplotlib-base           3.7.2           py311h54ef318_0    conda-forge
matplotlib-inline         0.1.6              pyhd8ed1ab_0    conda-forge
matplotx                  0.3.10             pyhd8ed1ab_0    conda-forge
mbstrdecoder              1.1.3              pyhd8ed1ab_1    conda-forge
mpg123                    1.31.3               hcb278e6_0    conda-forge
msgpack-python            1.0.5           py311ha3edf6b_0    conda-forge
multidict                 6.0.4           py311h2582759_0    conda-forge
munkres                   1.1.4              pyh9f0ad1d_0    conda-forge
mysql-common              8.0.33               hf1915f5_2    conda-forge
mysql-libs                8.0.33               hca2cd23_2    conda-forge
ncurses                   6.4                  hcb278e6_0    conda-forge
nest-asyncio              1.5.6              pyhd8ed1ab_0    conda-forge
networkx                  3.1                pyhd8ed1ab_0    conda-forge
nspr                      4.35                 h27087fc_0    conda-forge
nss                       3.89                 he45b914_0    conda-forge
numpy                     1.25.1          py311h64a7726_0    conda-forge
openjpeg                  2.5.0                hfec8fc6_2    conda-forge
openssl                   3.1.2                hd590300_0    conda-forge
orc                       1.9.0                h385abfd_1    conda-forge
packaging                 23.1               pyhd8ed1ab_0    conda-forge
pandas                    1.5.3           py311h2872171_1    conda-forge
parso                     0.8.3              pyhd8ed1ab_0    conda-forge
partd                     1.4.0              pyhd8ed1ab_0    conda-forge
pathvalidate              3.1.0              pyhd8ed1ab_0    conda-forge
patsy                     0.5.3              pyhd8ed1ab_0    conda-forge
pcre2                     10.40                hc3806b6_0    conda-forge
pexpect                   4.8.0              pyh1a96a4e_2    conda-forge
pickleshare               0.7.5                   py_1003    conda-forge
pillow                    10.0.0          py311h0b84326_0    conda-forge
pip                       23.2.1             pyhd8ed1ab_0    conda-forge
pixman                    0.40.0               h36c2ea0_0    conda-forge
platformdirs              3.10.0             pyhd8ed1ab_0    conda-forge
ply                       3.11                       py_1    conda-forge
pooch                     1.7.0              pyha770c72_3    conda-forge
prettytable               3.8.0              pyhd8ed1ab_0    conda-forge
prompt-toolkit            3.0.39             pyha770c72_0    conda-forge
prompt_toolkit            3.0.39               hd8ed1ab_0    conda-forge
psutil                    5.9.5           py311h2582759_0    conda-forge
pthread-stubs             0.4               h36c2ea0_1001    conda-forge
ptyprocess                0.7.0              pyhd3deb0d_0    conda-forge
pulseaudio-client         16.1                 hb77b528_4    conda-forge
pure_eval                 0.2.2              pyhd8ed1ab_0    conda-forge
pyarrow                   12.0.1          py311h39c9aba_7_cpu    conda-forge
pycparser                 2.21               pyhd8ed1ab_0    conda-forge
pygments                  2.15.1             pyhd8ed1ab_0    conda-forge
pyopenssl                 23.2.0             pyhd8ed1ab_1    conda-forge
pyparsing                 3.0.9              pyhd8ed1ab_0    conda-forge
pypistats                 1.4.0              pyhd8ed1ab_0    conda-forge
pyqt                      5.15.9          py311hf0fb5b6_4    conda-forge
pyqt5-sip                 12.12.2         py311hb755f60_4    conda-forge
pysocks                   1.7.1              pyha2e5f31_6    conda-forge
pytablewriter             1.0.0              pyhd8ed1ab_0    conda-forge
python                    3.11.4          hab00c5b_0_cpython    conda-forge
python-dateutil           2.8.2              pyhd8ed1ab_0    conda-forge
python-slugify            8.0.1              pyhd8ed1ab_0    conda-forge
python-snappy             0.6.1           py311h48ad69a_0    conda-forge
python-tzdata             2023.3             pyhd8ed1ab_0    conda-forge
python_abi                3.11                    3_cp311    conda-forge
pytz                      2023.3             pyhd8ed1ab_0    conda-forge
pyyaml                    6.0             py311hd4cff14_5    conda-forge
pyzmq                     25.1.0          py311h75c88c4_0    conda-forge
qt-main                   5.15.8              h7fe3ca9_15    conda-forge
rdma-core                 28.9                 h59595ed_1    conda-forge
re2                       2023.03.02           h8c504da_0    conda-forge
readline                  8.2                  h8228510_1    conda-forge
requests                  2.31.0             pyhd8ed1ab_0    conda-forge
s2n                       1.3.46               h06160fa_0    conda-forge
s3fs                      2023.6.0           pyhd8ed1ab_0    conda-forge
scipy                     1.11.1          py311h64a7726_0    conda-forge
seaborn                   0.12.2               hd8ed1ab_0    conda-forge
seaborn-base              0.12.2             pyhd8ed1ab_0    conda-forge
setuptools                68.0.0             pyhd8ed1ab_0    conda-forge
sip                       6.7.10          py311hb755f60_0    conda-forge
six                       1.16.0             pyh6c4a22f_0    conda-forge
snappy                    1.1.10               h9fff704_0    conda-forge
sniffio                   1.3.0              pyhd8ed1ab_0    conda-forge
sortedcontainers          2.4.0              pyhd8ed1ab_0    conda-forge
stack_data                0.6.2              pyhd8ed1ab_0    conda-forge
statsmodels               0.14.0          py311h1f0f07a_1    conda-forge
tabledata                 1.3.1              pyhd8ed1ab_0    conda-forge
tblib                     1.7.0              pyhd8ed1ab_0    conda-forge
tcolorpy                  0.1.3              pyhd8ed1ab_0    conda-forge
termcolor                 2.3.0              pyhd8ed1ab_0    conda-forge
text-unidecode            1.3                        py_0    conda-forge
tk                        8.6.12               h27826a3_0    conda-forge
toml                      0.10.2             pyhd8ed1ab_0    conda-forge
tomli                     2.0.1              pyhd8ed1ab_0    conda-forge
toolz                     0.12.0             pyhd8ed1ab_0    conda-forge
tornado                   6.3.2           py311h459d7ec_0    conda-forge
traitlets                 5.9.0              pyhd8ed1ab_0    conda-forge
typepy                    1.3.1              pyhd8ed1ab_0    conda-forge
typing-extensions         4.7.1                hd8ed1ab_0    conda-forge
typing_extensions         4.7.1              pyha770c72_0    conda-forge
tzdata                    2023c                h71feb2d_0    conda-forge
ucx                       1.14.1               hf587318_2    conda-forge
unidecode                 1.3.6              pyhd8ed1ab_0    conda-forge
urllib3                   1.26.15            pyhd8ed1ab_0    conda-forge
wcwidth                   0.2.6              pyhd8ed1ab_0    conda-forge
wheel                     0.41.0             pyhd8ed1ab_0    conda-forge
wrapt                     1.15.0          py311h2582759_0    conda-forge
xcb-util                  0.4.0                hd590300_1    conda-forge
xcb-util-image            0.4.0                h8ee46fc_1    conda-forge
xcb-util-keysyms          0.4.0                h8ee46fc_1    conda-forge
xcb-util-renderutil       0.3.9                hd590300_1    conda-forge
xcb-util-wm               0.4.1                h8ee46fc_1    conda-forge
xkeyboard-config          2.39                 hd590300_0    conda-forge
xorg-kbproto              1.0.7             h7f98852_1002    conda-forge
xorg-libice               1.1.1                hd590300_0    conda-forge
xorg-libsm                1.2.4                h7391055_0    conda-forge
xorg-libx11               1.8.6                h8ee46fc_0    conda-forge
xorg-libxau               1.0.11               hd590300_0    conda-forge
xorg-libxdmcp             1.1.3                h7f98852_0    conda-forge
xorg-libxext              1.3.4                h0b41bf4_2    conda-forge
xorg-libxrender           0.9.11               hd590300_0    conda-forge
xorg-renderproto          0.11.1            h7f98852_1002    conda-forge
xorg-xextproto            7.3.0             h0b41bf4_1003    conda-forge
xorg-xf86vidmodeproto     2.3.1             h7f98852_1002    conda-forge
xorg-xproto               7.0.31            h7f98852_1007    conda-forge
xyzservices               2023.7.0           pyhd8ed1ab_0    conda-forge
xz                        5.2.6                h166bdaf_0    conda-forge
yaml                      0.2.5                h7f98852_2    conda-forge
yarl                      1.9.2           py311h459d7ec_0    conda-forge
zeromq                    4.3.4                h9c3ff4c_1    conda-forge
zict                      3.0.0              pyhd8ed1ab_0    conda-forge
zipp                      3.16.2             pyhd8ed1ab_0    conda-forge
zlib                      1.2.13               hd590300_5    conda-forge
zstd                      1.5.2                hfc55251_7    conda-forge

[phwuil]

ok, that's it !! pandas<2.0.0 is required !

Thanks @nicrie

[phwuil]

Hi @sophiamyang and @nicrie,

The requirement pandas<2.0.0 no longer works: other libraries (such as dask-expr) now require pandas>2.0.0 ... :-(

Any comments or ideas ? Thanks !

shell>> # python 3.12.5 with brand new virtual env

shell>>  pip install condastat
shell>>  condastat overall numpy --monthly
      Traceback (most recent call last):
      [...]
      ValueError: An error occurred while calling the read_parquet method registered to the pandas backend.

shell>>  pip install "pandas<2.0.0"
      Installing collected packages: pandas
        Attempting uninstall: pandas
          Found existing installation: pandas 2.2.3
          Uninstalling pandas-2.2.3:
            Successfully uninstalled pandas-2.2.3
      ERROR: pip dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.
      dask-expr 1.1.14 requires pandas>=2, but you have pandas 1.5.3 which is incompatible.
      Successfully installed pandas-1.5.3

shell>>  condastat overall  numpy --monthly
      Traceback (most recent call last):
      [...]
      ValueError: numpy.dtype size changed, may indicate binary incompatibility. Expected 96 from C header, got 88 from PyObject