rapidsai / cudf

cuDF - GPU DataFrame Library
https://docs.rapids.ai/api/cudf/stable/
Apache License 2.0
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[BUG] Handling the request of non-existent fields in cudf's struct methods #8875

Closed NV-jpt closed 2 years ago

NV-jpt commented 2 years ago

Describe the bug While testing cudf's struct methods, I came across an error in how we handle "not finding" a field by name.

Steps/Code to reproduce bug

import cudf
s = cudf.Series([
    {"a":1}
])
s.struct.field("b")
---------------------------------------------------------------------------
TypeError                                 Traceback (most recent call last)
/tmp/ipykernel_7588/1519617861.py in <module>
      4     {"a":1}
      5 ])
----> 6 s.struct.field("b")
/raid/nicholasb/miniconda3/envs/rapids-21.08/lib/python3.8/site-packages/cudf/core/column/struct.py in field(self, key)
    192             return self._return_or_inplace(self._column.children[pos])
    193         else:
--> 194             return self._return_or_inplace(self._column.children[key])
    195 
    196     def explode(self):
TypeError: tuple indices must be integers or slices, not str

Expected behavior Instead of throwing a TypeError, this should throw a KeyError - as the field we are looking for is not found in the struct

Environment overview (please complete the following information)

Environment details

Click here to see environment details

     **git***
     commit 9f88244fe8740a859b17a4bdb9649385fa1aa7f0 (HEAD -> struct-accessor)
     Author: sft-managed 
     Date:   Tue Jul 27 21:32:46 2021 +0000

     Modified struct accessor testing further
     **git submodules***

     ***OS Information***
     DGX_NAME="DGX Server"
     DGX_PRETTY_NAME="NVIDIA DGX Server"
     DGX_SWBUILD_DATE="2019-12-02"
     DGX_SWBUILD_VERSION="4.3.0"
     DGX_COMMIT_ID="3015363"
     DGX_PLATFORM="DGX Server for DGX-1"
     DGX_SERIAL_NUMBER="QTFCOU8270072"
     DISTRIB_ID=Ubuntu
     DISTRIB_RELEASE=18.04
     DISTRIB_CODENAME=bionic
     DISTRIB_DESCRIPTION="Ubuntu 18.04.3 LTS"
     NAME="Ubuntu"
     VERSION="18.04.3 LTS (Bionic Beaver)"
     ID=ubuntu
     ID_LIKE=debian
     PRETTY_NAME="Ubuntu 18.04.3 LTS"
     VERSION_ID="18.04"
     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=bionic
     UBUNTU_CODENAME=bionic
     Linux rl-dgx-r12-u36-rapids-dgx107 4.15.0-55-generic #60-Ubuntu SMP Tue Jul 2 18:22:20 UTC 2019 x86_64 x86_64 x86_64 GNU/Linux

     ***GPU Information***
     Tue Jul 27 22:01:35 2021
     +-----------------------------------------------------------------------------+
     | NVIDIA-SMI 460.32.03    Driver Version: 460.32.03    CUDA Version: 11.2     |
     |-------------------------------+----------------------+----------------------+
     | 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  Tesla V100-SXM2...  On   | 00000000:06:00.0 Off |                    0 |
     | N/A   36C    P0    49W / 163W |    612MiB / 32510MiB |      0%      Default |
     |                               |                      |                  N/A |
     +-------------------------------+----------------------+----------------------+
     |   1  Tesla V100-SXM2...  On   | 00000000:07:00.0 Off |                    0 |
     | N/A   38C    P0    45W / 163W |      3MiB / 32510MiB |      0%      Default |
     |                               |                      |                  N/A |
     +-------------------------------+----------------------+----------------------+
     |   2  Tesla V100-SXM2...  On   | 00000000:0A:00.0 Off |                    0 |
     | N/A   38C    P0    45W / 163W |      3MiB / 32510MiB |      0%      Default |
     |                               |                      |                  N/A |
     +-------------------------------+----------------------+----------------------+
     |   3  Tesla V100-SXM2...  On   | 00000000:0B:00.0 Off |                    0 |
     | N/A   37C    P0    42W / 163W |      3MiB / 32510MiB |      0%      Default |
     |                               |                      |                  N/A |
     +-------------------------------+----------------------+----------------------+
     |   4  Tesla V100-SXM2...  On   | 00000000:85:00.0 Off |                    0 |
     | N/A   39C    P0    44W / 163W |      3MiB / 32510MiB |      0%      Default |
     |                               |                      |                  N/A |
     +-------------------------------+----------------------+----------------------+
     |   5  Tesla V100-SXM2...  On   | 00000000:86:00.0 Off |                    0 |
     | N/A   38C    P0    43W / 163W |      3MiB / 32510MiB |      0%      Default |
     |                               |                      |                  N/A |
     +-------------------------------+----------------------+----------------------+
     |   6  Tesla V100-SXM2...  On   | 00000000:89:00.0 Off |                    0 |
     | N/A   45C    P0    45W / 163W |      3MiB / 32510MiB |      0%      Default |
     |                               |                      |                  N/A |
     +-------------------------------+----------------------+----------------------+
     |   7  Tesla V100-SXM2...  On   | 00000000:8A:00.0 Off |                    0 |
     | N/A   39C    P0    45W / 163W |      3MiB / 32510MiB |      0%      Default |
     |                               |                      |                  N/A |
     +-------------------------------+----------------------+----------------------+

     +-----------------------------------------------------------------------------+
     | Processes:                                                                  |
     |  GPU   GI   CI        PID   Type   Process name                  GPU Memory |
     |        ID   ID                                                   Usage      |
     |=============================================================================|
     |    0   N/A  N/A     37747      C   .../envs/cudf_dev/bin/python      609MiB |
     +-----------------------------------------------------------------------------+

     ***CPU***
     Architecture:        x86_64
     CPU op-mode(s):      32-bit, 64-bit
     Byte Order:          Little Endian
     CPU(s):              80
     On-line CPU(s) list: 0-79
     Thread(s) per core:  2
     Core(s) per socket:  20
     Socket(s):           2
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     Model:               79
     Model name:          Intel(R) Xeon(R) CPU E5-2698 v4 @ 2.20GHz
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     CPU MHz:             2743.904
     CPU max MHz:         3600.0000
     CPU min MHz:         1200.0000
     BogoMIPS:            4389.88
     Virtualization:      VT-x
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     L2 cache:            256K
     L3 cache:            51200K
     NUMA node0 CPU(s):   0-19,40-59
     NUMA node1 CPU(s):   20-39,60-79
     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 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 ibrs ibpb stibp tpr_shadow vnmi flexpriority ept vpid fsgsbase tsc_adjust bmi1 hle avx2 smep bmi2 erms invpcid rtm cqm rdt_a rdseed adx smap intel_pt xsaveopt cqm_llc cqm_occup_llc cqm_mbm_total cqm_mbm_local dtherm ida arat pln pts md_clear flush_l1d

     ***CMake***
     /raid/jathomson/miniconda3/envs/cudf_dev/bin/cmake
     cmake version 3.21.0

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

     ***g++***
     /usr/bin/g++
     g++ (Ubuntu 9.4.0-1ubuntu1~18.04) 9.4.0
     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/cuda/bin/nvcc
     nvcc: NVIDIA (R) Cuda compiler driver
     Copyright (c) 2005-2021 NVIDIA Corporation
     Built on Sun_Feb_14_21:12:58_PST_2021
     Cuda compilation tools, release 11.2, V11.2.152
     Build cuda_11.2.r11.2/compiler.29618528_0

     ***Python***
     /raid/jathomson/miniconda3/envs/cudf_dev/bin/python
     Python 3.8.10

     ***Environment Variables***
     PATH                            : /raid/jathomson/miniconda3/envs/cudf_dev/bin:/raid/jathomson/miniconda3/condabin:/home/u00ua78mcdbMxLjxr2357/.vscode-server/bin/c3f126316369cd610563c75b1b1725e0679adfb3/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/usr/games:/usr/local/games:/usr/local/cuda/bin
     LD_LIBRARY_PATH                 :
     NUMBAPRO_NVVM                   :
     NUMBAPRO_LIBDEVICE              :
     CONDA_PREFIX                    : /raid/jathomson/miniconda3/envs/cudf_dev
     PYTHON_PATH                     :

     ***conda packages***
     /raid/jathomson/miniconda3/condabin/conda
     # packages in environment at /raid/jathomson/miniconda3/envs/cudf_dev:
     #
     # Name                    Version                   Build  Channel
     _libgcc_mutex             0.1                 conda_forge    conda-forge
     _openmp_mutex             4.5                      1_llvm    conda-forge
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     aws-c-cal                 0.5.11               h95a6274_0    conda-forge
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     aws-sdk-cpp               1.8.186              hb4091e7_3    conda-forge
     babel                     2.9.1              pyh44b312d_0    conda-forge
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     backports                 1.0                        py_2    conda-forge
     backports.functools_lru_cache 1.6.4              pyhd8ed1ab_0    conda-forge
     binutils_impl_linux-64    2.36.1               h193b22a_1    conda-forge
     black                     19.10b0                    py_4    conda-forge
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     cffi                      1.14.6           py38ha65f79e_0    conda-forge
     cfgv                      3.3.0              pyhd8ed1ab_0    conda-forge
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     clang                     11.0.0               ha770c72_2    conda-forge
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     cmake_setuptools          0.1.3                      py_0    rapidsai
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     cudatoolkit               11.2.72              h2bc3f7f_0    nvidia
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     kernel-headers_linux-64   2.6.32              h77966d4_13    conda-forge
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     ld_impl_linux-64          2.36.1               hea4e1c9_1    conda-forge
     lerc                      2.2.1                h9c3ff4c_0    conda-forge
     libblas                   3.9.0                     8_mkl    conda-forge
     libbrotlicommon           1.0.9                h7f98852_5    conda-forge
     libbrotlidec              1.0.9                h7f98852_5    conda-forge
     libbrotlienc              1.0.9                h7f98852_5    conda-forge
     libcblas                  3.9.0                     8_mkl    conda-forge
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     libgcc-ng                 9.3.0               h2828fa1_19    conda-forge
     libgomp                   9.3.0               h2828fa1_19    conda-forge
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     py-cpuinfo                8.0.0              pyhd8ed1ab_0    conda-forge
     pyarrow                   4.0.1           py38hb53058b_4_cuda    conda-forge
     pycodestyle               2.6.0              pyh9f0ad1d_0    conda-forge
     pycparser                 2.20               pyh9f0ad1d_2    conda-forge
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     pygments                  2.9.0              pyhd8ed1ab_0    conda-forge
     pyopenssl                 20.0.1             pyhd8ed1ab_0    conda-forge
     pyorc                     0.4.0                    pypi_0    pypi
     pyparsing                 2.4.7              pyh9f0ad1d_0    conda-forge
     pyrsistent                0.17.3           py38h497a2fe_2    conda-forge
     pysocks                   1.7.1            py38h578d9bd_3    conda-forge
     pytest                    6.2.4            py38h578d9bd_0    conda-forge
     pytest-benchmark          3.4.1              pyhd8ed1ab_0    conda-forge
     pytest-forked             1.3.0              pyhd3deb0d_0    conda-forge
     pytest-xdist              2.3.0              pyhd8ed1ab_0    conda-forge
     python                    3.8.10          h49503c6_1_cpython    conda-forge
     python-dateutil           2.8.2              pyhd8ed1ab_0    conda-forge
     python_abi                3.8                      2_cp38    conda-forge
     pytorch                   1.7.1           cpu_py38h36eccb8_2    conda-forge
     pytz                      2021.1             pyhd8ed1ab_0    conda-forge
     pyyaml                    5.4.1            py38h497a2fe_0    conda-forge
     pyzmq                     22.1.0           py38h2035c66_0    conda-forge
     rapidjson                 1.1.0             he1b5a44_1002    conda-forge
     re2                       2021.06.01           h9c3ff4c_0    conda-forge
     readline                  8.1                  h46c0cb4_0    conda-forge
     recommonmark              0.7.1              pyhd8ed1ab_0    conda-forge
     regex                     2021.7.6         py38h497a2fe_0    conda-forge
     requests                  2.25.1             pyhd3deb0d_0    conda-forge
     requests-unixsocket       0.2.0                      py_0    conda-forge
     rhash                     1.4.1                h7f98852_0    conda-forge
     rmm                       21.08.00a210715 cuda_11.2_py38_geb2b991_34    rapidsai-nightly
     s2n                       1.0.10               h9b69904_0    conda-forge
     sacremoses                0.0.43             pyh9f0ad1d_0    conda-forge
     send2trash                1.7.1              pyhd8ed1ab_0    conda-forge
     setuptools                49.6.0           py38h578d9bd_3    conda-forge
     six                       1.16.0             pyh6c4a22f_0    conda-forge
     snappy                    1.1.8                he1b5a44_3    conda-forge
     sniffio                   1.2.0            py38h578d9bd_1    conda-forge
     snowballstemmer           2.1.0              pyhd8ed1ab_0    conda-forge
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     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
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     streamz                   0.6.2              pyh44b312d_0    conda-forge
     sysroot_linux-64          2.12                h77966d4_13    conda-forge
     tblib                     1.7.0              pyhd8ed1ab_0    conda-forge
     terminado                 0.10.1           py38h578d9bd_0    conda-forge
     testpath                  0.5.0              pyhd8ed1ab_0    conda-forge
     tk                        8.6.10               h21135ba_1    conda-forge
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     toolz                     0.11.1                     py_0    conda-forge
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     typing-extensions         3.10.0.0             hd8ed1ab_0    conda-forge
     typing_extensions         3.10.0.0           pyha770c72_0    conda-forge
     urllib3                   1.26.6             pyhd8ed1ab_0    conda-forge
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     webencodings              0.5.1                      py_1    conda-forge
     websocket-client          0.57.0           py38h578d9bd_4    conda-forge
     wheel                     0.36.2             pyhd3deb0d_0    conda-forge
     xz                        5.2.5                h516909a_1    conda-forge
     yaml                      0.2.5                h516909a_0    conda-forge
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     zstd                      1.5.0                ha95c52a_0    conda-forge

Additional context N/A

beckernick commented 2 years ago

This was resolved by #8880 . Closing