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rapidsai / cudf

cuDF - GPU DataFrame Library
https://docs.rapids.ai/api/cudf/stable/
Apache License 2.0
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[BUG] cuDF cannot concat single level index frame with multiIndex frame #9850

Open isVoid opened 2 years ago

isVoid commented 2 years ago

Describe the bug Exception is raised when concatenating a single level index frame with a multiIndex frame

Steps/Code to reproduce bug

>>> midx = cudf.MultiIndex.from_tuples([(1, 2), (3, 4)])
>>> df1 = cudf.DataFrame([1, 1], index=midx)
>>> df2 = cudf.DataFrame([2, 2])
>>> cudf.concat([df1, df2])
Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
  File "/home/yhw/dev/rapids/cudf/python/cudf/cudf/core/reshape.py", line 384, in concat
    result = cudf.DataFrame._concat(
  File "/home/yhw/dev/rapids/compose/etc/conda/cuda_11.5/envs/rapids/lib/python3.8/contextlib.py", line 75, in inner
    return func(*args, **kwds)
  File "/home/yhw/dev/rapids/cudf/python/cudf/cudf/core/dataframe.py", line 1482, in _concat
    # order. This strips the given index/column names and replaces the
  File "/home/yhw/dev/rapids/cudf/python/cudf/cudf/core/dataframe.py", line 6800, in _cast_cols_to_common_dtypes
IndexError: list assignment index out of range

Expected behavior Match pandas.

>>> pd.concat([df1.to_pandas(), df2.to_pandas()])
        0
(1, 2)  1
(3, 4)  1
0       2
1       2

Environment overview (please complete the following information)

Environment details

Click here to see environment details

     **git***
     commit 86d8c6ea68b2886366251f21f421727657cf1a83 (HEAD -> catogorical_refactor, origin/catogorical_refactor)
     Author: Michael Wang 
     Date:   Mon Nov 29 10:54:48 2021 -0800

     remove stale test code and some mypy fixes
     **git submodules***

     ***OS Information***
     DISTRIB_ID=Ubuntu
     DISTRIB_RELEASE=20.04
     DISTRIB_CODENAME=focal
     DISTRIB_DESCRIPTION="Ubuntu 20.04.3 LTS"
     NAME="Ubuntu"
     VERSION="20.04.3 LTS (Focal Fossa)"
     ID=ubuntu
     ID_LIKE=debian
     PRETTY_NAME="Ubuntu 20.04.3 LTS"
     VERSION_ID="20.04"
     HOME_URL="https://www.ubuntu.com/"
     SUPPORT_URL="https://help.ubuntu.com/"
     BUG_REPORT_URL="https://bugs.launchpad.net/ubuntu/"
     PRIVACY_POLICY_URL="https://www.ubuntu.com/legal/terms-and-policies/privacy-policy"
     VERSION_CODENAME=focal
     UBUNTU_CODENAME=focal
     Linux yhw-HP-Z8-G4-Workstation 5.11.0-40-generic #44~20.04.2-Ubuntu SMP Tue Oct 26 18:07:44 UTC 2021 x86_64 x86_64 x86_64 GNU/Linux

     ***GPU Information***
     Mon Dec  6 16:21:45 2021
     +-----------------------------------------------------------------------------+
     | NVIDIA-SMI 495.29.05    Driver Version: 495.29.05    CUDA Version: 11.5     |
     |-------------------------------+----------------------+----------------------+
     | GPU  Name        Persistence-M| Bus-Id        Disp.A | Volatile Uncorr. ECC |
     | Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute M. |
     |                               |                      |               MIG M. |
     |===============================+======================+======================|
     |   0  Quadro RTX 8000     On   | 00000000:15:00.0 Off |                  Off |
     | 34%   42C    P8    28W / 260W |    958MiB / 48601MiB |      0%      Default |
     |                               |                      |                  N/A |
     +-------------------------------+----------------------+----------------------+

     +-----------------------------------------------------------------------------+
     | Processes:                                                                  |
     |  GPU   GI   CI        PID   Type   Process name                  GPU Memory |
     |        ID   ID                                                   Usage      |
     |=============================================================================|
     +-----------------------------------------------------------------------------+

     ***CPU***
     Architecture:                    x86_64
     CPU op-mode(s):                  32-bit, 64-bit
     Byte Order:                      Little Endian
     Address sizes:                   46 bits physical, 48 bits virtual
     CPU(s):                          12
     On-line CPU(s) list:             0-11
     Thread(s) per core:              2
     Core(s) per socket:              6
     Socket(s):                       1
     NUMA node(s):                    1
     Vendor ID:                       GenuineIntel
     CPU family:                      6
     Model:                           85
     Model name:                      Intel(R) Xeon(R) Gold 6128 CPU @ 3.40GHz
     Stepping:                        4
     CPU MHz:                         1934.972
     CPU max MHz:                     3700.0000
     CPU min MHz:                     1200.0000
     BogoMIPS:                        6800.00
     Virtualization:                  VT-x
     L1d cache:                       192 KiB
     L1i cache:                       192 KiB
     L2 cache:                        6 MiB
     L3 cache:                        19.3 MiB
     NUMA node0 CPU(s):               0-11
     Vulnerability Itlb multihit:     KVM: Mitigation: VMX disabled
     Vulnerability L1tf:              Mitigation; PTE Inversion; VMX conditional cache flushes, SMT vulnerable
     Vulnerability Mds:               Mitigation; Clear CPU buffers; SMT vulnerable
     Vulnerability Meltdown:          Mitigation; PTI
     Vulnerability Spec store bypass: Mitigation; Speculative Store Bypass disabled via prctl and seccomp
     Vulnerability Spectre v1:        Mitigation; usercopy/swapgs barriers and __user pointer sanitization
     Vulnerability Spectre v2:        Mitigation; Full generic retpoline, IBPB conditional, IBRS_FW, STIBP conditional, RSB filling
     Vulnerability Srbds:             Not affected
     Vulnerability Tsx async abort:   Mitigation; Clear CPU buffers; SMT vulnerable
     Flags:                           fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush dts acpi mmx fxsr sse sse2 ss ht tm pbe syscall nx pdpe1gb rdtscp lm constant_tsc art arch_perfmon pebs bts rep_good nopl xtopology nonstop_tsc cpuid aperfmperf pni pclmulqdq dtes64 monitor ds_cpl vmx smx est tm2 ssse3 sdbg fma cx16 xtpr pdcm pcid dca sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand lahf_lm abm 3dnowprefetch cpuid_fault epb cat_l3 cdp_l3 invpcid_single pti intel_ppin ssbd mba ibrs ibpb stibp tpr_shadow vnmi flexpriority ept vpid ept_ad fsgsbase tsc_adjust bmi1 hle avx2 smep bmi2 erms invpcid rtm cqm mpx rdt_a avx512f avx512dq rdseed adx smap clflushopt clwb intel_pt avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves cqm_llc cqm_occup_llc cqm_mbm_total cqm_mbm_local dtherm ida arat pln pts hwp hwp_act_window hwp_epp hwp_pkg_req pku ospke md_clear flush_l1d

     ***CMake***
     /home/yhw/dev/rapids/compose/etc/conda/cuda_11.5/envs/rapids/bin/cmake
     cmake version 3.21.3

     CMake suite maintained and supported by Kitware (kitware.com/cmake).

     ***g++***
     /usr/local/bin/g++
     g++ (Ubuntu 9.3.0-17ubuntu1~20.04) 9.3.0
     Copyright (C) 2019 Free Software Foundation, Inc.
     This is free software; see the source for copying conditions.  There is NO
     warranty; not even for MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.

     ***nvcc***
     /usr/local/bin/nvcc
     nvcc: NVIDIA (R) Cuda compiler driver
     Copyright (c) 2005-2021 NVIDIA Corporation
     Built on Mon_Sep_13_19:13:29_PDT_2021
     Cuda compilation tools, release 11.5, V11.5.50
     Build cuda_11.5.r11.5/compiler.30411180_0

     ***Python***
     /home/yhw/dev/rapids/compose/etc/conda/cuda_11.5/envs/rapids/bin/python
     Python 3.8.12

     ***Environment Variables***
     PATH                            : /home/yhw/dev/rapids/compose/etc/conda/cuda_11.5/envs/rapids/bin:/home/yhw/dev/rapids/compose/etc/conda/cuda_11.5/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/usr/local/cuda/bin
     LD_LIBRARY_PATH                 : /home/yhw/dev/rapids/compose/etc/conda/cuda_11.5/envs/rapids/lib:/home/yhw/dev/rapids/compose/etc/conda/cuda_11.5/lib:/usr/local/nvidia/lib:/usr/local/nvidia/lib64:/usr/local/cuda/lib64:/usr/local/lib:/home/yhw/dev/rapids/rmm/build/release:/home/yhw/dev/rapids/cudf/cpp/build/release:/home/yhw/dev/rapids/raft/cpp/build/release:/home/yhw/dev/rapids/cuml/cpp/build/release:/home/yhw/dev/rapids/cugraph/cpp/build/release:/home/yhw/dev/rapids/cuspatial/cpp/build/release
     NUMBAPRO_NVVM                   :
     NUMBAPRO_LIBDEVICE              :
     CONDA_PREFIX                    : /home/yhw/dev/rapids/compose/etc/conda/cuda_11.5/envs/rapids
     PYTHON_PATH                     :

     ***conda packages***
     /home/yhw/dev/rapids/compose/etc/conda/cuda_11.5/bin/conda
     # packages in environment at /home/yhw/dev/rapids/compose/etc/conda/cuda_11.5/envs/rapids:
     #
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     pip                       21.3.1             pyhd8ed1ab_0    conda-forge
     pluggy                    1.0.0            py38h578d9bd_2    conda-forge
     pre-commit                2.16.0           py38h578d9bd_0    conda-forge
     prometheus_client         0.12.0             pyhd8ed1ab_0    conda-forge
     prompt-toolkit            3.0.22             pyha770c72_0    conda-forge
     protobuf                  3.18.1           py38h709712a_0    conda-forge
     psutil                    5.8.0            py38h497a2fe_2    conda-forge
     ptvsd                     4.3.2                    pypi_0    pypi
     ptxcompiler               0.1.0            py38hb739d79_0    rapidsai
     ptyprocess                0.7.0              pyhd3deb0d_0    conda-forge
     pudb                      2021.2.2                 pypi_0    pypi
     py                        1.11.0             pyh6c4a22f_0    conda-forge
     py-cpuinfo                8.0.0              pyhd8ed1ab_0    conda-forge
     pyarrow                   5.0.0           py38hb90f683_17_cuda    conda-forge
     pycodestyle               2.6.0              pyh9f0ad1d_0    conda-forge
     pycparser                 2.21               pyhd8ed1ab_0    conda-forge
     pydata-sphinx-theme       0.7.2              pyhd8ed1ab_0    conda-forge
     pydocstyle                6.1.1              pyhd8ed1ab_0    conda-forge
     pyflakes                  2.2.0              pyh9f0ad1d_0    conda-forge
     pygments                  2.10.0             pyhd8ed1ab_0    conda-forge
     pyopenssl                 21.0.0             pyhd8ed1ab_0    conda-forge
     pyorc                     0.5.0                    pypi_0    pypi
     pyparsing                 3.0.6              pyhd8ed1ab_0    conda-forge
     pyrsistent                0.18.0           py38h497a2fe_0    conda-forge
     pysocks                   1.7.1            py38h578d9bd_4    conda-forge
     pytest                    6.2.5            py38h578d9bd_1    conda-forge
     pytest-benchmark          3.4.1              pyhd8ed1ab_0    conda-forge
     pytest-forked             1.3.0              pyhd3deb0d_0    conda-forge
     pytest-pudb               0.7.0                    pypi_0    pypi
     pytest-xdist              2.4.0              pyhd8ed1ab_0    conda-forge
     python                    3.8.12          hb7a2778_2_cpython    conda-forge
     python-confluent-kafka    1.7.0            py38h497a2fe_2    conda-forge
     python-dateutil           2.8.2              pyhd8ed1ab_0    conda-forge
     python-snappy             0.6.0            py38h49bdff1_1    conda-forge
     python_abi                3.8                      2_cp38    conda-forge
     pytorch                   1.10.0          cpu_py38h1ee18c8_0    conda-forge
     pytz                      2021.3             pyhd8ed1ab_0    conda-forge
     pyyaml                    6.0              py38h497a2fe_3    conda-forge
     pyzmq                     22.3.0           py38h2035c66_1    conda-forge
     rapidjson                 1.1.0             he1b5a44_1002    conda-forge
     re2                       2021.11.01           h9c3ff4c_0    conda-forge
     readline                  8.1                  h46c0cb4_0    conda-forge
     recommonmark              0.7.1              pyhd8ed1ab_0    conda-forge
     regex                     2021.11.10       py38h497a2fe_0    conda-forge
     requests                  2.26.0             pyhd8ed1ab_1    conda-forge
     rhash                     1.4.1                h7f98852_0    conda-forge
     s2n                       1.3.0                h9b69904_0    conda-forge
     sacremoses                0.0.46             pyhd8ed1ab_0    conda-forge
     send2trash                1.8.0              pyhd8ed1ab_0    conda-forge
     setuptools                59.4.0           py38h578d9bd_0    conda-forge
     six                       1.16.0             pyh6c4a22f_0    conda-forge
     sleef                     3.5.1                h9b69904_2    conda-forge
     snappy                    1.1.8                he1b5a44_3    conda-forge
     snowballstemmer           2.2.0              pyhd8ed1ab_0    conda-forge
     sortedcontainers          2.4.0              pyhd8ed1ab_0    conda-forge
     soupsieve                 2.3                pyhd8ed1ab_0    conda-forge
     spdlog                    1.8.5                h4bd325d_0    conda-forge
     sphinx                    4.3.1              pyh6c4a22f_0    conda-forge
     sphinx-copybutton         0.4.0              pyhd8ed1ab_0    conda-forge
     sphinx-markdown-tables    0.0.15             pyhd3deb0d_0    conda-forge
     sphinxcontrib-applehelp   1.0.2                      py_0    conda-forge
     sphinxcontrib-devhelp     1.0.2                      py_0    conda-forge
     sphinxcontrib-htmlhelp    2.0.0              pyhd8ed1ab_0    conda-forge
     sphinxcontrib-jsmath      1.0.1                      py_0    conda-forge
     sphinxcontrib-qthelp      1.0.3                      py_0    conda-forge
     sphinxcontrib-serializinghtml 1.1.5              pyhd8ed1ab_1    conda-forge
     sphinxcontrib-websupport  1.2.4              pyhd8ed1ab_1    conda-forge
     sqlite                    3.37.0               h9cd32fc_0    conda-forge
     streamz                   0.6.3              pyh6c4a22f_0    conda-forge
     sysroot_linux-64          2.12                he073ed8_15    conda-forge
     tbb                       2021.4.0             h4bd325d_1    conda-forge
     tblib                     1.7.0              pyhd8ed1ab_0    conda-forge
     terminado                 0.12.1           py38h578d9bd_1    conda-forge
     testpath                  0.5.0              pyhd8ed1ab_0    conda-forge
     tk                        8.6.11               h27826a3_1    conda-forge
     tokenizers                0.10.3           py38hb63a372_1    conda-forge
     toml                      0.10.2             pyhd8ed1ab_0    conda-forge
     toolz                     0.11.2             pyhd8ed1ab_0    conda-forge
     tornado                   6.1              py38h497a2fe_2    conda-forge
     tqdm                      4.62.3             pyhd8ed1ab_0    conda-forge
     traitlets                 5.1.1              pyhd8ed1ab_0    conda-forge
     transformers              4.10.3             pyhd8ed1ab_0    conda-forge
     typed-ast                 1.4.3            py38h497a2fe_1    conda-forge
     typing-extensions         4.0.1                hd8ed1ab_0    conda-forge
     typing_extensions         4.0.1              pyha770c72_0    conda-forge
     urllib3                   1.26.7             pyhd8ed1ab_0    conda-forge
     urwid                     2.1.2                    pypi_0    pypi
     urwid-readline            0.13                     pypi_0    pypi
     virtualenv                20.4.7           py38h578d9bd_1    conda-forge
     wcwidth                   0.2.5              pyh9f0ad1d_2    conda-forge
     webencodings              0.5.1                      py_1    conda-forge
     wheel                     0.37.0             pyhd8ed1ab_1    conda-forge
     xz                        5.2.5                h516909a_1    conda-forge
     yaml                      0.2.5                h516909a_0    conda-forge
     zeromq                    4.3.4                h9c3ff4c_1    conda-forge
     zict                      2.0.0                      py_0    conda-forge
     zipp                      3.6.0              pyhd8ed1ab_0    conda-forge
     zlib                      1.2.11            h36c2ea0_1013    conda-forge
     zstd                      1.5.0                ha95c52a_0    conda-forge
github-actions[bot] commented 2 years ago

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github-actions[bot] commented 2 years ago

This issue has been labeled inactive-90d due to no recent activity in the past 90 days. Please close this issue if no further response or action is needed. Otherwise, please respond with a comment indicating any updates or changes to the original issue and/or confirm this issue still needs to be addressed.