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[BUG] Different results from cudf.Series.equals #9648

Closed
efajardo-nv opened this issue Nov 10, 2021 · 1 comment · Fixed by #9653
Closed

[BUG] Different results from cudf.Series.equals #9648

efajardo-nv opened this issue Nov 10, 2021 · 1 comment · Fixed by #9653
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bug Something isn't working Python Affects Python cuDF API.

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@efajardo-nv
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Describe the bug
cudf.Series.equals is no longer giving same results as pandas

Steps/Code to reproduce bug
cuDF:

>>> s = cudf.Series([1, 2, 3])
>>> df = cudf.DataFrame({"c": [1, 2, 3]})
>>> s.equals(df["c"])
False

pandas:

>>> s = pd.Series([1, 2, 3])
>>> df = pd.DataFrame({"c": [1, 2, 3]})
>>> s.equals(df["c"])
True

Expected behavior
Same result as pandas

Environment overview

  • Environment location: Docker (gpuci/rapidsai:21.12-cuda11.0-devel-ubuntu18.04-py3.7)
  • Method of cuDF install: mamba install cudf=21.12

Environment details

Click here to see environment details
 **git***
 commit d60e2e6b8193f92a73f2cd5439ae9fd3e6c5b1f3 (HEAD -> branch-21.12, origin/branch-21.12)
 Author: Allen Xu <[email protected]>
 Date:   Wed Nov 10 22:08:48 2021 +0800

 add const when getting data from a JNI data wrapper (#9637)

 when calling from a .cu file which will be compiled by nvcc, the following error will be thrown:

 ```
 /cudf-src/java/src/main/native/include/jni_utils.hpp(331): error: reinterpret_cast cannot cast away const or other type qualifiers
 ```

 Add the const keyword to get rid of this error.

 Signed-off-by: Allen Xu <[email protected]>

 Co-authored-by: Jiaming Yuan <[email protected]>

 Authors:
 - Allen Xu (https://github.com/wjxiz1992)

 Approvers:
 - Jason Lowe (https://github.com/jlowe)

 URL: https://github.com/rapidsai/cudf/pull/9637
 **git submodules***

 ***OS Information***
 DISTRIB_ID=Ubuntu
 DISTRIB_RELEASE=18.04
 DISTRIB_CODENAME=bionic
 DISTRIB_DESCRIPTION="Ubuntu 18.04.6 LTS"
 NAME="Ubuntu"
 VERSION="18.04.6 LTS (Bionic Beaver)"
 ID=ubuntu
 ID_LIKE=debian
 PRETTY_NAME="Ubuntu 18.04.6 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 EFAJARDO-DT 5.4.0-89-generic #100~18.04.1-Ubuntu SMP Wed Sep 29 10:59:42 UTC 2021 x86_64 x86_64 x86_64 GNU/Linux

 ***GPU Information***
 Wed Nov 10 16:43:39 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 |
 | 33%   34C    P8    25W / 260W |   6832MiB / 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
 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:             1200.835
 CPU max MHz:         3700.0000
 CPU min MHz:         1200.0000
 BogoMIPS:            6800.00
 Virtualization:      VT-x
 L1d cache:           32K
 L1i cache:           32K
 L2 cache:            1024K
 L3 cache:            19712K
 NUMA node0 CPU(s):   0-11
 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***
 /opt/conda/envs/rapids/bin/cmake
 cmake version 3.20.5

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

 ***g++***
 /usr/local/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) 2005-2020 NVIDIA Corporation
 Built on Wed_Jul_22_19:09:09_PDT_2020
 Cuda compilation tools, release 11.0, V11.0.221
 Build cuda_11.0_bu.TC445_37.28845127_0

 ***Python***
 /opt/conda/envs/rapids/bin/python
 Python 3.7.12

 ***Environment Variables***
 PATH                            : /opt/conda/envs/rapids/bin:/opt/conda/condabin:/opt/conda/bin:/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin
 LD_LIBRARY_PATH                 : /usr/local/nvidia/lib:/usr/local/nvidia/lib64:/usr/local/cuda/lib64:/usr/local/lib
 NUMBAPRO_NVVM                   :
 NUMBAPRO_LIBDEVICE              :
 CONDA_PREFIX                    : /opt/conda/envs/rapids
 PYTHON_PATH                     :

 ***conda packages***
 /opt/conda/envs/rapids/bin/conda
 # packages in environment at /opt/conda/envs/rapids:
 #
 # Name                    Version                   Build  Channel
 _libgcc_mutex             0.1                 conda_forge    conda-forge
 _openmp_mutex             4.5                      1_llvm    conda-forge
 abseil-cpp                20210324.2           h9c3ff4c_0    conda-forge
 aiobotocore               1.4.1              pyhd8ed1ab_0    conda-forge
 aiohttp                   3.7.4.post0      py37h5e8e339_1    conda-forge
 aioitertools              0.8.0              pyhd8ed1ab_0    conda-forge
 alabaster                 0.7.12                     py_0    conda-forge
 anyio                     3.3.4            py37h89c1867_0    conda-forge
 appdirs                   1.4.4              pyh9f0ad1d_0    conda-forge
 argon2-cffi               21.1.0           py37h5e8e339_2    conda-forge
 arrow-cpp                 5.0.0           py37h90f30bf_7_cuda    conda-forge
 arrow-cpp-proc            3.0.0                      cuda    conda-forge
 asn1crypto                1.4.0              pyh9f0ad1d_0    conda-forge
 asvdb                     0.4.2               g90e8f2c_40    rapidsai-nightly
 async-timeout             3.0.1                   py_1000    conda-forge
 async_generator           1.10                       py_0    conda-forge
 atk-1.0                   2.36.0               h3371d22_4    conda-forge
 attrs                     21.2.0             pyhd8ed1ab_0    conda-forge
 autoconf                  2.69            pl5321hd708f79_11    conda-forge
 automake                  1.16.5          pl5321ha770c72_0    conda-forge
 aws-c-cal                 0.5.11               h95a6274_0    conda-forge
 aws-c-common              0.6.2                h7f98852_0    conda-forge
 aws-c-event-stream        0.2.7               h3541f99_13    conda-forge
 aws-c-io                  0.10.5               hfb6a706_0    conda-forge
 aws-checksums             0.1.11               ha31a3da_7    conda-forge
 aws-sam-translator        1.38.0             pyhd8ed1ab_0    conda-forge
 aws-sdk-cpp               1.8.186              hb4091e7_3    conda-forge
 aws-xray-sdk              2.8.0              pyhd8ed1ab_0    conda-forge
 babel                     2.9.1              pyh44b312d_0    conda-forge
 backcall                  0.2.0              pyh9f0ad1d_0    conda-forge
 backports                 1.0                        py_2    conda-forge
 backports.functools_lru_cache 1.6.4              pyhd8ed1ab_0    conda-forge
 beautifulsoup4            4.10.0             pyha770c72_0    conda-forge
 benchmark                 1.5.1                he1b5a44_2    conda-forge
 black                     19.10b0                    py_4    conda-forge
 blas                      2.112                  openblas    conda-forge
 blas-devel                3.9.0           12_linux64_openblas    conda-forge
 bleach                    4.1.0              pyhd8ed1ab_0    conda-forge
 blinker                   1.4                        py_1    conda-forge
 blosc                     1.21.0               h9c3ff4c_0    conda-forge
 bokeh                     2.3.3            py37h89c1867_0    conda-forge
 boost                     1.72.0           py37h48f8a5e_1    conda-forge
 boost-cpp                 1.72.0               h312852a_5    conda-forge
 boto3                     1.17.106           pyhd8ed1ab_0    conda-forge
 botocore                  1.20.106           pyhd8ed1ab_0    conda-forge
 brotli                    1.0.9                h7f98852_6    conda-forge
 brotli-bin                1.0.9                h7f98852_6    conda-forge
 brotlipy                  0.7.0           py37h5e8e339_1003    conda-forge
 brunsli                   0.1                  h9c3ff4c_0    conda-forge
 bzip2                     1.0.8                h7f98852_4    conda-forge
 c-ares                    1.18.1               h7f98852_0    conda-forge
 c-blosc2                  2.0.4                h5f21a17_1    conda-forge
 ca-certificates           2021.10.8            ha878542_0    conda-forge
 cachetools                4.2.4              pyhd8ed1ab_0    conda-forge
 cairo                     1.16.0            h6cf1ce9_1008    conda-forge
 certifi                   2021.10.8        py37h89c1867_1    conda-forge
 cffi                      1.15.0           py37h036bc23_0    conda-forge
 cfgv                      3.3.1              pyhd8ed1ab_0    conda-forge
 cfitsio                   3.470                hb418390_7    conda-forge
 cfn-lint                  0.54.2           py37h89c1867_0    conda-forge
 chardet                   4.0.0            py37h89c1867_2    conda-forge
 charls                    2.2.0                h9c3ff4c_0    conda-forge
 charset-normalizer        2.0.0              pyhd8ed1ab_0    conda-forge
 clang                     11.0.0          default_h934c63c_0    conda-forge
 clang-tools               11.0.0          default_h934c63c_0    conda-forge
 clangxx                   11.0.0          default_hde54327_0    conda-forge
 click                     7.1.2              pyh9f0ad1d_0    conda-forge
 click-plugins             1.1.1                      py_0    conda-forge
 cligj                     0.7.2              pyhd8ed1ab_1    conda-forge
 cloudpickle               2.0.0              pyhd8ed1ab_0    conda-forge
 cmake                     3.20.5               h8897547_0    conda-forge
 cmake-format              0.6.11             pyh9f0ad1d_0    conda-forge
 cmake_setuptools          0.1.3                      py_0    rapidsai-nightly
 cmarkgfm                  0.6.0            py37h5e8e339_2    conda-forge
 colorama                  0.4.4              pyh9f0ad1d_0    conda-forge
 colorcet                  2.0.6              pyhd8ed1ab_0    conda-forge
 commonmark                0.9.1                      py_0    conda-forge
 conda                     4.10.3           py37h89c1867_3    conda-forge
 conda-build               3.20.3           py37hc8dfbb8_0    conda-forge
 conda-package-handling    1.7.3            py37h5e8e339_1    conda-forge
 conda-verify              3.1.1           py37h89c1867_1004    conda-forge
 coverage                  6.1.1            py37h5e8e339_1    conda-forge
 cryptography              35.0.0           py37hf1a17b8_2    conda-forge
 cudatoolkit               11.0.221             h6bb024c_0    nvidia
 cudf                      21.12.00a211109 cuda_11.0_py37_ga7d520c6c2_234    rapidsai-nightly
 cupy                      9.5.0            py37h6bfc3c5_1    conda-forge
 curl                      7.79.1               h2574ce0_1    conda-forge
 cycler                    0.11.0             pyhd8ed1ab_0    conda-forge
 cyrus-sasl                2.1.27               h230043b_4    conda-forge
 cython                    0.29.24          py37hcd2ae1e_1    conda-forge
 cytoolz                   0.11.2           py37h5e8e339_1    conda-forge
 dask                      2021.11.1          pyhd8ed1ab_0    conda-forge
 dask-core                 2021.11.1          pyhd8ed1ab_0    conda-forge
 dask-glm                  0.2.0                      py_1    conda-forge
 dask-labextension         5.1.0              pyhd8ed1ab_0    conda-forge
 dask-ml                   1.9.0              pyhd8ed1ab_0    conda-forge
 dataclasses               0.8                pyhc8e2a94_3    conda-forge
 datashader                0.11.1             pyh9f0ad1d_0    conda-forge
 datashape                 0.5.4                      py_1    conda-forge
 dbus                      1.13.6               h48d8840_2    conda-forge
 decorator                 5.1.0              pyhd8ed1ab_0    conda-forge
 defusedxml                0.7.1              pyhd8ed1ab_0    conda-forge
 distlib                   0.3.3              pyhd8ed1ab_0    conda-forge
 distributed               2021.11.1        py37h89c1867_0    conda-forge
 dlpack                    0.5                  h9c3ff4c_0    conda-forge
 docker-py                 5.0.3            py37h89c1867_0    conda-forge
 docker-pycreds            0.4.0                      py_0    conda-forge
 docutils                  0.17.1           py37h89c1867_0    conda-forge
 double-conversion         3.1.5                h9c3ff4c_2    conda-forge
 doxygen                   1.8.20               had0d8f1_0    conda-forge
 ecdsa                     0.17.0             pyhd8ed1ab_0    conda-forge
 editdistance-s            1.0.0            py37h2527ec5_2    conda-forge
 entrypoints               0.3             pyhd8ed1ab_1003    conda-forge
 execnet                   1.9.0              pyhd8ed1ab_0    conda-forge
 expat                     2.4.1                h9c3ff4c_0    conda-forge
 fa2                       0.3.5            py37h8f50634_0    conda-forge
 faiss-proc                1.0.0                      cuda    rapidsai
 fastavro                  1.4.7            py37h5e8e339_1    conda-forge
 fastrlock                 0.8              py37hcd2ae1e_1    conda-forge
 feather-format            0.4.1              pyh9f0ad1d_0    conda-forge
 filelock                  3.3.2              pyhd8ed1ab_0    conda-forge
 filterpy                  1.4.5                      py_1    conda-forge
 fiona                     1.8.20           py37hb7e2723_1    conda-forge
 flake8                    3.8.4                      py_0    conda-forge
 flask                     2.0.2              pyhd8ed1ab_0    conda-forge
 flask_cors                3.0.10             pyhd3deb0d_0    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                2.13.1            hba837de_1005    conda-forge
 fonts-conda-ecosystem     1                             0    conda-forge
 fonts-conda-forge         1                             0    conda-forge
 freetype                  2.10.4               h0708190_1    conda-forge
 freexl                    1.0.6                h7f98852_0    conda-forge
 fribidi                   1.0.10               h36c2ea0_0    conda-forge
 fsspec                    2021.11.0          pyhd8ed1ab_0    conda-forge
 future                    0.18.2           py37h89c1867_4    conda-forge
 gcsfs                     2021.11.0          pyhd8ed1ab_0    conda-forge
 gdal                      3.3.1            py37hd5a0ba4_3    conda-forge
 gdk-pixbuf                2.42.6               h04a7f16_0    conda-forge
 geopandas                 0.9.0              pyhd8ed1ab_1    conda-forge
 geopandas-base            0.9.0              pyhd8ed1ab_1    conda-forge
 geos                      3.9.1                h9c3ff4c_2    conda-forge
 geotiff                   1.6.0                h4f31c25_6    conda-forge
 gettext                   0.19.8.1          h73d1719_1008    conda-forge
 gflags                    2.2.2             he1b5a44_1004    conda-forge
 giflib                    5.2.1                h36c2ea0_2    conda-forge
 git                       2.33.1          pl5321hc30692c_0    conda-forge
 git-lfs                   3.0.2                ha770c72_0    conda-forge
 glib                      2.70.0               h780b84a_1    conda-forge
 glib-tools                2.70.0               h780b84a_1    conda-forge
 glob2                     0.7                        py_0    conda-forge
 glog                      0.5.0                h48cff8f_0    conda-forge
 gmock                     1.10.0               h4bd325d_7    conda-forge
 gmp                       6.2.1                h58526e2_0    conda-forge
 google-api-core           2.2.2              pyhd8ed1ab_0    conda-forge
 google-auth               2.3.3              pyh6c4a22f_0    conda-forge
 google-auth-oauthlib      0.4.6              pyhd8ed1ab_0    conda-forge
 google-cloud-core         2.1.0              pyh6c4a22f_0    conda-forge
 google-cloud-storage      1.42.3             pyh6c4a22f_0    conda-forge
 google-crc32c             1.1.2            py37hab72019_2    conda-forge
 google-resumable-media    2.1.0              pyh6c4a22f_0    conda-forge
 googleapis-common-protos  1.53.0           py37h89c1867_1    conda-forge
 gpuci-tools               0.3.1                        10    gpuci
 graphite2                 1.3.13            h58526e2_1001    conda-forge
 graphviz                  2.49.3               h85b4f2f_0    conda-forge
 grpc-cpp                  1.40.0               h05f19cf_2    conda-forge
 grpcio                    1.41.1           py37hb27c1af_1    conda-forge
 gtest                     1.10.0               h4bd325d_7    conda-forge
 gtk2                      2.24.33              h539f30e_1    conda-forge
 gts                       0.7.6                h64030ff_2    conda-forge
 harfbuzz                  3.1.1                h83ec7ef_0    conda-forge
 hdbscan                   0.8.27           py37h902c9e0_0    conda-forge
 hdf4                      4.2.15               h10796ff_3    conda-forge
 hdf5                      1.12.1          nompi_h2750804_101    conda-forge
 heapdict                  1.0.1                      py_0    conda-forge
 holoviews                 1.14.6             pyhd8ed1ab_0    conda-forge
 html5lib                  1.1                pyh9f0ad1d_0    conda-forge
 httpretty                 1.1.4              pyhd8ed1ab_0    conda-forge
 huggingface_hub           0.1.2              pyhd8ed1ab_0    conda-forge
 hypothesis                6.24.2             pyhd8ed1ab_0    conda-forge
 icu                       68.2                 h9c3ff4c_0    conda-forge
 identify                  2.3.5              pyhd8ed1ab_0    conda-forge
 idna                      2.10               pyh9f0ad1d_0    conda-forge
 imagecodecs               2021.8.26        py37hfe5a812_1    conda-forge
 imageio                   2.9.0                      py_0    conda-forge
 imagesize                 1.2.0                      py_0    conda-forge
 importlib-metadata        4.8.2            py37h89c1867_0    conda-forge
 importlib_metadata        4.8.2                hd8ed1ab_0    conda-forge
 inflection                0.5.1              pyh9f0ad1d_0    conda-forge
 iniconfig                 1.1.1              pyh9f0ad1d_0    conda-forge
 ipykernel                 5.5.5            py37h085eea5_0    conda-forge
 ipython                   7.15.0           py37hc8dfbb8_0    conda-forge
 ipython_genutils          0.2.0                      py_1    conda-forge
 ipywidgets                7.6.5              pyhd8ed1ab_0    conda-forge
 isort                     5.6.4                      py_0    conda-forge
 itsdangerous              2.0.1              pyhd8ed1ab_0    conda-forge
 jbig                      2.1               h7f98852_2003    conda-forge
 jedi                      0.17.2           py37h89c1867_2    conda-forge
 jeepney                   0.7.1              pyhd8ed1ab_0    conda-forge
 jinja2                    3.0.2              pyhd8ed1ab_0    conda-forge
 jmespath                  0.10.0             pyh9f0ad1d_0    conda-forge
 joblib                    1.1.0              pyhd8ed1ab_0    conda-forge
 jpeg                      9d                   h36c2ea0_0    conda-forge
 json-c                    0.15                 h98cffda_0    conda-forge
 json5                     0.9.5              pyh9f0ad1d_0    conda-forge
 jsondiff                  1.3.0              pyhd8ed1ab_0    conda-forge
 jsonpatch                 1.32               pyhd8ed1ab_0    conda-forge
 jsonpointer               2.0                        py_0    conda-forge
 jsonschema                3.2.0              pyhd8ed1ab_3    conda-forge
 junit-xml                 1.9                pyh9f0ad1d_0    conda-forge
 jupyter-packaging         0.7.12             pyhd8ed1ab_0    conda-forge
 jupyter-server-proxy      3.1.0              pyhd8ed1ab_0    conda-forge
 jupyter_client            7.0.6              pyhd8ed1ab_0    conda-forge
 jupyter_core              4.9.1            py37h89c1867_0    conda-forge
 jupyter_server            1.11.2             pyhd8ed1ab_0    conda-forge
 jupyter_sphinx            0.3.1            py37h89c1867_1    conda-forge
 jupyterlab                3.2.2              pyhd8ed1ab_0    conda-forge
 jupyterlab-favorites      3.0.0              pyhd8ed1ab_0    conda-forge
 jupyterlab-nvdashboard    0.7.0a211012               py_8    rapidsai-nightly
 jupyterlab_pygments       0.1.2              pyh9f0ad1d_0    conda-forge
 jupyterlab_server         2.8.2              pyhd8ed1ab_0    conda-forge
 jupyterlab_widgets        1.0.2              pyhd8ed1ab_0    conda-forge
 jxrlib                    1.1                  h7f98852_2    conda-forge
 kealib                    1.4.14               h87e4c3c_3    conda-forge
 keyring                   23.2.1           py37h89c1867_0    conda-forge
 kiwisolver                1.3.2            py37h2527ec5_1    conda-forge
 krb5                      1.19.2               hcc1bbae_3    conda-forge
 lapack                    3.9.0                    netlib    conda-forge
 lcms2                     2.12                 hddcbb42_0    conda-forge
 ld_impl_linux-64          2.36.1               hea4e1c9_2    conda-forge
 lerc                      3.0                  h9c3ff4c_0    conda-forge
 libaec                    1.0.6                h9c3ff4c_0    conda-forge
 libarchive                3.5.2                hccf745f_1    conda-forge
 libblas                   3.9.0           12_linux64_openblas    conda-forge
 libbrotlicommon           1.0.9                h7f98852_6    conda-forge
 libbrotlidec              1.0.9                h7f98852_6    conda-forge
 libbrotlienc              1.0.9                h7f98852_6    conda-forge
 libcblas                  3.9.0           12_linux64_openblas    conda-forge
 libclang-cpp11            11.0.0          default_ha5c780c_2    conda-forge
 libcrc32c                 1.1.2                h9c3ff4c_0    conda-forge
 libcudf                   21.12.00a211109 cuda11.0_ga7d520c6c2_234    rapidsai-nightly
 libcurl                   7.79.1               h2574ce0_1    conda-forge
 libcypher-parser          0.6.2                         1    rapidsai-nightly
 libdap4                   3.20.6               hd7c4107_2    conda-forge
 libdeflate                1.8                  h7f98852_0    conda-forge
 libedit                   3.1.20191231         he28a2e2_2    conda-forge
 libev                     4.33                 h516909a_1    conda-forge
 libevent                  2.1.10               h9b69904_4    conda-forge
 libfaiss                  1.7.0           cuda110h8045045_8_cuda    conda-forge
 libffi                    3.4.2                h9c3ff4c_4    conda-forge
 libgcc-ng                 9.4.0               hfa6338b_11    conda-forge
 libgcrypt                 1.9.4                h7f98852_0    conda-forge
 libgd                     2.3.3                h6ad9fb6_0    conda-forge
 libgdal                   3.3.1                h6214c1d_3    conda-forge
 libgfortran-ng            9.4.0               h69a702a_11    conda-forge
 libgfortran5              9.4.0               h62347ff_11    conda-forge
 libglib                   2.70.0               h174f98d_1    conda-forge
 libgpg-error              1.42                 h9c3ff4c_0    conda-forge
 libgsasl                  1.10.0               h5b4c23d_0    conda-forge
 libhwloc                  2.6.0                h6746aa3_0    conda-forge
 libiconv                  1.16                 h516909a_0    conda-forge
 libkml                    1.3.0             hd79254b_1012    conda-forge
 liblapack                 3.9.0           12_linux64_openblas    conda-forge
 liblapacke                3.9.0           12_linux64_openblas    conda-forge
 liblief                   0.11.5               h9c3ff4c_1    conda-forge
 libllvm10                 10.0.1               he513fc3_3    conda-forge
 libllvm11                 11.0.1               hf817b99_0    conda-forge
 libnetcdf                 4.8.1           nompi_hb3fd0d9_101    conda-forge
 libnghttp2                1.43.0               h812cca2_1    conda-forge
 libnsl                    2.0.0                h7f98852_0    conda-forge
 libntlm                   1.4               h7f98852_1002    conda-forge
 libopenblas               0.3.18          pthreads_h8fe5266_0    conda-forge
 libpng                    1.6.37               h21135ba_2    conda-forge
 libpq                     13.3                 hd57d9b9_3    conda-forge
 libprotobuf               3.18.1               h780b84a_0    conda-forge
 librdkafka                1.6.1                hc49e61c_1    conda-forge
 librmm                    21.12.00a211109 cuda11_gf6ed110_25    rapidsai-nightly
 librsvg                   2.52.3               hc3c00ef_0    conda-forge
 librttopo                 1.1.0                h1185371_6    conda-forge
 libsodium                 1.0.18               h36c2ea0_1    conda-forge
 libspatialindex           1.9.3                h9c3ff4c_4    conda-forge
 libspatialite             5.0.1                h8694cbe_6    conda-forge
 libssh2                   1.10.0               ha56f1ee_2    conda-forge
 libstdcxx-ng              9.4.0               h79bfe98_11    conda-forge
 libthrift                 0.15.0               he6d91bd_1    conda-forge
 libtiff                   4.3.0                h6f004c6_2    conda-forge
 libtool                   2.4.6             h9c3ff4c_1008    conda-forge
 libutf8proc               2.6.1                h7f98852_0    conda-forge
 libuuid                   2.32.1            h7f98852_1000    conda-forge
 libuv                     1.42.0               h7f98852_0    conda-forge
 libwebp                   1.2.1                h3452ae3_0    conda-forge
 libwebp-base              1.2.1                h7f98852_0    conda-forge
 libxcb                    1.13              h7f98852_1003    conda-forge
 libxml2                   2.9.12               h72842e0_0    conda-forge
 libxslt                   1.1.33               h15afd5d_2    conda-forge
 libzip                    1.8.0                h4de3113_1    conda-forge
 libzlib                   1.2.11            h36c2ea0_1013    conda-forge
 libzopfli                 1.0.3                h9c3ff4c_0    conda-forge
 lightgbm                  3.2.1            py37hcd2ae1e_0    conda-forge
 llvm-openmp               12.0.1               h4bd325d_1    conda-forge
 llvmlite                  0.36.0           py37h9d7f4d0_0    conda-forge
 locket                    0.2.0                      py_2    conda-forge
 lxml                      4.6.4            py37h77fd288_0    conda-forge
 lz4-c                     1.9.3                h9c3ff4c_1    conda-forge
 lzo                       2.10              h516909a_1000    conda-forge
 m4                        1.4.18            h516909a_1001    conda-forge
 make                      4.3                  hd18ef5c_1    conda-forge
 mapclassify               2.4.3              pyhd8ed1ab_0    conda-forge
 markdown                  3.3.4              pyhd8ed1ab_0    conda-forge
 markupsafe                2.0.1            py37h5e8e339_1    conda-forge
 matplotlib-base           3.4.3            py37h1058ff1_1    conda-forge
 mccabe                    0.6.1                      py_1    conda-forge
 mimesis                   4.0.0              pyh9f0ad1d_0    conda-forge
 mistune                   0.8.4           py37h5e8e339_1005    conda-forge
 mock                      4.0.3            py37h89c1867_2    conda-forge
 more-itertools            8.10.0             pyhd8ed1ab_0    conda-forge
 moto                      2.2.13             pyhd8ed1ab_0    conda-forge
 msgpack-python            1.0.2            py37h2527ec5_2    conda-forge
 multidict                 5.2.0            py37h5e8e339_1    conda-forge
 multipledispatch          0.6.0                      py_0    conda-forge
 munch                     2.5.0                      py_0    conda-forge
 mypy                      0.782                      py_0    conda-forge
 mypy_extensions           0.4.3            py37h89c1867_4    conda-forge
 nbclassic                 0.3.4              pyhd8ed1ab_0    conda-forge
 nbclient                  0.5.5              pyhd8ed1ab_0    conda-forge
 nbconvert                 6.2.0            py37h89c1867_0    conda-forge
 nbformat                  5.1.3              pyhd8ed1ab_0    conda-forge
 nbsphinx                  0.8.7              pyhd8ed1ab_0    conda-forge
 nccl                      2.11.4.1             h96e36e3_0    conda-forge
 ncurses                   6.2                  h58526e2_4    conda-forge
 nest-asyncio              1.5.1              pyhd8ed1ab_0    conda-forge
 networkx                  2.6.3              pyhd8ed1ab_1    conda-forge
 ninja                     1.10.2               h4bd325d_1    conda-forge
 nltk                      3.6.5              pyhd8ed1ab_0    conda-forge
 nodeenv                   1.6.0              pyhd8ed1ab_0    conda-forge
 nodejs                    14.17.4              h92b4a50_0    conda-forge
 notebook                  6.4.5              pyha770c72_0    conda-forge
 numba                     0.53.1           py37hb11d6e1_1    conda-forge
 numpy                     1.21.4           py37h31617e3_0    conda-forge
 numpydoc                  1.1.0                      py_1    conda-forge
 nvtx                      0.2.3            py37h5e8e339_0    conda-forge
 oauthlib                  3.1.1              pyhd8ed1ab_0    conda-forge
 olefile                   0.46               pyh9f0ad1d_1    conda-forge
 openblas                  0.3.18          pthreads_h4748800_0    conda-forge
 openjpeg                  2.4.0                hb52868f_1    conda-forge
 openslide                 3.4.1                h978ee9a_4    conda-forge
 openssl                   1.1.1l               h7f98852_0    conda-forge
 orc                       1.6.10               h68e2c4e_1    conda-forge
 packaging                 21.0               pyhd8ed1ab_0    conda-forge
 pandas                    1.3.4            py37he8f5f7f_1    conda-forge
 pandoc                    1.19.2                        0    conda-forge
 pandocfilters             1.5.0              pyhd8ed1ab_0    conda-forge
 panel                     0.12.1             pyhd8ed1ab_0    conda-forge
 pango                     1.48.10              h54213e6_2    conda-forge
 param                     1.12.0             pyh6c4a22f_0    conda-forge
 parquet-cpp               1.5.1                         2    conda-forge
 parso                     0.7.1              pyh9f0ad1d_0    conda-forge
 partd                     1.2.0              pyhd8ed1ab_0    conda-forge
 patchelf                  0.13                 h58526e2_0    conda-forge
 pathspec                  0.9.0              pyhd8ed1ab_0    conda-forge
 patsy                     0.5.2              pyhd8ed1ab_0    conda-forge
 pcre                      8.45                 h9c3ff4c_0    conda-forge
 pcre2                     10.37                h032f7d1_0    conda-forge
 perl                      5.32.1          1_h7f98852_perl5    conda-forge
 pexpect                   4.8.0              pyh9f0ad1d_2    conda-forge
 pickle5                   0.0.11           py37h5e8e339_1    conda-forge
 pickleshare               0.7.5                   py_1003    conda-forge
 pillow                    8.3.2            py37h0f21c89_0    conda-forge
 pip                       21.3.1             pyhd8ed1ab_0    conda-forge
 pixman                    0.40.0               h36c2ea0_0    conda-forge
 pkg-config                0.29.2            h36c2ea0_1008    conda-forge
 pkginfo                   1.7.1              pyhd8ed1ab_0    conda-forge
 pluggy                    1.0.0            py37h89c1867_2    conda-forge
 pooch                     1.5.2              pyhd8ed1ab_0    conda-forge
 poppler                   21.03.0              h93df280_0    conda-forge
 poppler-data              0.4.11               hd8ed1ab_0    conda-forge
 postgresql                13.3                 h2510834_3    conda-forge
 pre-commit                2.15.0           py37h89c1867_1    conda-forge
 proj                      8.0.1                h277dcde_0    conda-forge
 prometheus_client         0.12.0             pyhd8ed1ab_0    conda-forge
 prompt-toolkit            3.0.22             pyha770c72_0    conda-forge
 prompt_toolkit            3.0.22               hd8ed1ab_0    conda-forge
 protobuf                  3.18.1           py37hcd2ae1e_0    conda-forge
 psutil                    5.8.0            py37h5e8e339_2    conda-forge
 pthread-stubs             0.4               h36c2ea0_1001    conda-forge
 ptyprocess                0.7.0              pyhd3deb0d_0    conda-forge
 py                        1.11.0             pyh6c4a22f_0    conda-forge
 py-cpuinfo                8.0.0              pyhd8ed1ab_0    conda-forge
 py-lief                   0.11.5           py37hcd2ae1e_1    conda-forge
 pyarrow                   5.0.0           py37hf0016df_7_cuda    conda-forge
 pyasn1                    0.4.8                      py_0    conda-forge
 pyasn1-modules            0.2.7                      py_0    conda-forge
 pycodestyle               2.6.0              pyh9f0ad1d_0    conda-forge
 pycosat                   0.6.3           py37h5e8e339_1009    conda-forge
 pycparser                 2.21               pyhd8ed1ab_0    conda-forge
 pyct                      0.4.6                      py_0    conda-forge
 pyct-core                 0.4.6                      py_0    conda-forge
 pydata-sphinx-theme       0.7.1              pyhd8ed1ab_0    conda-forge
 pydeck                    0.5.0              pyh9f0ad1d_0    conda-forge
 pydocstyle                6.1.1              pyhd8ed1ab_0    conda-forge
 pyee                      8.1.0              pyh9f0ad1d_0    conda-forge
 pyflakes                  2.2.0              pyh9f0ad1d_0    conda-forge
 pygments                  2.10.0             pyhd8ed1ab_0    conda-forge
 pyjwt                     2.3.0              pyhd8ed1ab_0    conda-forge
 pynndescent               0.5.5              pyh6c4a22f_0    conda-forge
 pynvml                    11.0.0             pyhd8ed1ab_0    conda-forge
 pyopenssl                 21.0.0             pyhd8ed1ab_0    conda-forge
 pyorc                     0.4.0            py37h4fe8d0e_5    conda-forge
 pyparsing                 3.0.5              pyhd8ed1ab_0    conda-forge
 pyppeteer                 0.2.6              pyhd8ed1ab_0    conda-forge
 pyproj                    3.1.0            py37h1939ec9_4    conda-forge
 pyrsistent                0.18.0           py37h5e8e339_0    conda-forge
 pysocks                   1.7.1            py37h89c1867_4    conda-forge
 pytest                    6.2.5            py37h89c1867_1    conda-forge
 pytest-asyncio            0.12.0           py37hc8dfbb8_2    conda-forge
 pytest-benchmark          3.4.1              pyhd8ed1ab_0    conda-forge
 pytest-cov                3.0.0              pyhd8ed1ab_0    conda-forge
 pytest-forked             1.3.0              pyhd3deb0d_0    conda-forge
 pytest-timeout            2.0.1              pyhd8ed1ab_0    conda-forge
 pytest-xdist              2.4.0              pyhd8ed1ab_0    conda-forge
 python                    3.7.12          hb7a2778_100_cpython    conda-forge
 python-confluent-kafka    1.6.0            py37h5e8e339_1    conda-forge
 python-dateutil           2.8.2              pyhd8ed1ab_0    conda-forge
 python-jose               3.3.0              pyh6c4a22f_1    conda-forge
 python-libarchive-c       3.1              py37h89c1867_0    conda-forge
 python-louvain            0.15               pyhd3deb0d_0    conda-forge
 python-snappy             0.6.0            py37h51f7a82_1    conda-forge
 python_abi                3.7                     2_cp37m    conda-forge
 pytz                      2021.3             pyhd8ed1ab_0    conda-forge
 pyu2f                     0.1.5              pyhd8ed1ab_0    conda-forge
 pyviz_comms               2.1.0              pyhd8ed1ab_0    conda-forge
 pywavelets                1.1.1            py37hb1e94ed_4    conda-forge
 pyyaml                    6.0              py37h5e8e339_3    conda-forge
 pyzmq                     22.3.0           py37h336d617_1    conda-forge
 rapidjson                 1.1.0             he1b5a44_1002    conda-forge
 re2                       2021.09.01           h9c3ff4c_0    conda-forge
 readline                  8.1                  h46c0cb4_0    conda-forge
 readme_renderer           27.0               pyh9f0ad1d_0    conda-forge
 recommonmark              0.7.1              pyhd8ed1ab_0    conda-forge
 regex                     2021.11.2        py37h5e8e339_0    conda-forge
 requests                  2.26.0             pyhd8ed1ab_0    conda-forge
 requests-oauthlib         1.3.0              pyh9f0ad1d_0    conda-forge
 requests-toolbelt         0.9.1                      py_0    conda-forge
 responses                 0.15.0             pyhd8ed1ab_0    conda-forge
 rfc3986                   1.5.0              pyhd8ed1ab_0    conda-forge
 rhash                     1.4.1                h7f98852_0    conda-forge
 ripgrep                   13.0.0               habb4d0f_1    conda-forge
 rmm                       21.12.00a211109 cuda11_py37_gf6ed110_25_no_cma    rapidsai-nightly
 rsa                       4.7.2              pyh44b312d_0    conda-forge
 rtree                     0.9.7            py37h0b55af0_2    conda-forge
 ruamel_yaml               0.15.80         py37h5e8e339_1006    conda-forge
 s2n                       1.0.10               h9b69904_0    conda-forge
 s3fs                      2021.11.0          pyhd8ed1ab_0    conda-forge
 s3transfer                0.4.2              pyhd8ed1ab_0    conda-forge
 sacremoses                0.0.46             pyhd8ed1ab_0    conda-forge
 scikit-image              0.18.3           py37he8f5f7f_0    conda-forge
 scikit-learn              0.24.2           py37hf0f1638_1    conda-forge
 scipy                     1.6.0            py37h14a347d_0    conda-forge
 seaborn                   0.11.2               hd8ed1ab_0    conda-forge
 seaborn-base              0.11.2             pyhd8ed1ab_0    conda-forge
 secretstorage             3.3.1            py37h89c1867_0    conda-forge
 send2trash                1.8.0              pyhd8ed1ab_0    conda-forge
 setuptools                58.5.3           py37h89c1867_0    conda-forge
 shapely                   1.8.0            py37h48c49eb_0    conda-forge
 shellcheck                0.8.0                ha770c72_0    conda-forge
 simpervisor               0.4                pyhd8ed1ab_0    conda-forge
 six                       1.16.0             pyh6c4a22f_0    conda-forge
 snappy                    1.1.8                he1b5a44_3    conda-forge
 sniffio                   1.2.0            py37h89c1867_2    conda-forge
 snowballstemmer           2.1.0              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                    4.2.0              pyh6c4a22f_0    conda-forge
 sphinx-click              3.0.1              pyhd8ed1ab_0    conda-forge
 sphinx-copybutton         0.4.0              pyhd8ed1ab_0    conda-forge
 sphinx-markdown-tables    0.0.15             pyhd3deb0d_0    conda-forge
 sphinx_rtd_theme          1.0.0              pyhd8ed1ab_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_0    conda-forge
 sphinxcontrib-websupport  1.2.4              pyh9f0ad1d_0    conda-forge
 sqlite                    3.36.0               h9cd32fc_2    conda-forge
 sshpubkeys                3.1.0                      py_0    conda-forge
 statsmodels               0.13.0           py37hb1e94ed_1    conda-forge
 streamz                   0.6.3              pyh6c4a22f_0    conda-forge
 tbb                       2020.2               h4bd325d_4    conda-forge
 tblib                     1.7.0              pyhd8ed1ab_0    conda-forge
 terminado                 0.12.1           py37h89c1867_1    conda-forge
 testpath                  0.5.0              pyhd8ed1ab_0    conda-forge
 threadpoolctl             3.0.0              pyh8a188c0_0    conda-forge
 tifffile                  2021.11.2          pyhd8ed1ab_0    conda-forge
 tiledb                    2.3.4                he87e0bf_0    conda-forge
 tk                        8.6.11               h27826a3_1    conda-forge
 tokenizers                0.10.3           py37hcb7a40c_1    conda-forge
 toml                      0.10.2             pyhd8ed1ab_0    conda-forge
 tomli                     1.2.2              pyhd8ed1ab_0    conda-forge
 toolz                     0.11.2             pyhd8ed1ab_0    conda-forge
 tornado                   6.1              py37h5e8e339_2    conda-forge
 tqdm                      4.62.3             pyhd8ed1ab_0    conda-forge
 traitlets                 5.1.1              pyhd8ed1ab_0    conda-forge
 transformers              4.6.1              pyhd8ed1ab_0    conda-forge
 treelite                  2.1.0            py37h4b3d254_0    conda-forge
 treelite-runtime          2.1.0                    pypi_0    pypi
 twine                     3.5.0              pyhd8ed1ab_0    conda-forge
 typed-ast                 1.4.3            py37h5e8e339_1    conda-forge
 typing-extensions         3.10.0.2             hd8ed1ab_0    conda-forge
 typing_extensions         3.10.0.2           pyha770c72_0    conda-forge
 tzcode                    2021e                h7f98852_0    conda-forge
 tzdata                    2021e                he74cb21_0    conda-forge
 ucx                       1.11.1+gc58db6b      cuda11.0_0    rapidsai-nightly
 ucx-proc                  1.0.0                       gpu    rapidsai-nightly
 umap-learn                0.5.2            py37h89c1867_0    conda-forge
 urllib3                   1.26.7             pyhd8ed1ab_0    conda-forge
 virtualenv                20.4.7           py37h89c1867_1    conda-forge
 wcwidth                   0.2.5              pyh9f0ad1d_2    conda-forge
 webencodings              0.5.1                      py_1    conda-forge
 websocket-client          0.57.0           py37h89c1867_6    conda-forge
 websockets                9.1              py37h5e8e339_0    conda-forge
 werkzeug                  2.0.1              pyhd8ed1ab_0    conda-forge
 wheel                     0.37.0             pyhd8ed1ab_1    conda-forge
 widgetsnbextension        3.5.2            py37h89c1867_0    conda-forge
 wrapt                     1.13.3           py37h5e8e339_1    conda-forge
 xarray                    0.20.1             pyhd8ed1ab_0    conda-forge
 xerces-c                  3.2.3                h9d8b166_3    conda-forge
 xmltodict                 0.12.0                     py_0    conda-forge
 xorg-kbproto              1.0.7             h7f98852_1002    conda-forge
 xorg-libice               1.0.10               h7f98852_0    conda-forge
 xorg-libsm                1.2.3             hd9c2040_1000    conda-forge
 xorg-libx11               1.7.2                h7f98852_0    conda-forge
 xorg-libxau               1.0.9                h7f98852_0    conda-forge
 xorg-libxdmcp             1.1.3                h7f98852_0    conda-forge
 xorg-libxext              1.3.4                h7f98852_1    conda-forge
 xorg-libxrender           0.9.10            h7f98852_1003    conda-forge
 xorg-renderproto          0.11.1            h7f98852_1002    conda-forge
 xorg-xextproto            7.3.0             h7f98852_1002    conda-forge
 xorg-xproto               7.0.31            h7f98852_1007    conda-forge
 xz                        5.2.5                h516909a_1    conda-forge
 yaml                      0.2.5                h516909a_0    conda-forge
 yarl                      1.5.1            py37h8f50634_0    conda-forge
 zeromq                    4.3.4                h9c3ff4c_1    conda-forge
 zfp                       0.5.5                h9c3ff4c_7    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

Additional context
This is causing failures in the RAPIDS CLX nightly build because some of our unit tests use cudf.Series.equals.

@efajardo-nv efajardo-nv added Needs Triage Need team to review and classify bug Something isn't working labels Nov 10, 2021
@vyasr vyasr self-assigned this Nov 10, 2021
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vyasr commented Nov 10, 2021

#9542 is the likely culprit. Our testing of equals seems to be lacking, I'll look into it.

@galipremsagar galipremsagar added Python Affects Python cuDF API. and removed Needs Triage Need team to review and classify labels Nov 10, 2021
rapids-bot bot pushed a commit that referenced this issue Nov 10, 2021
This PR resolves #9648, fixing a bug introduced in #9542 wherein name equality was enforced for Series objects compared via `equals`. It looks like pandas requires name equality only for DataFrames, and we simply didn't have tests for this before.

This should go in the 21.12 release since it's a bug affecting downstream dependencies.

Authors:
  - Vyas Ramasubramani (https://github.com/vyasr)

Approvers:
  - GALI PREM SAGAR (https://github.com/galipremsagar)

URL: #9653
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