rapidsai / cudf

cuDF - GPU DataFrame Library
https://docs.rapids.ai/api/cudf/stable/
Apache License 2.0
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[BUG] RuntimeError while reading avro file with duration types #6604

Open galipremsagar opened 3 years ago

galipremsagar commented 3 years ago

Describe the bug Avro supports duration types through logicalTypes: https://avro.apache.org/docs/current/spec.html#Logical+Types While reading an avro file with duration types, there is a RuntimeError.

Steps/Code to reproduce bug Writing a duration column to avro file:

from fastavro import json_writer, parse_schema

schema = {
    'doc': 'A Sample doc',
    'name': 'Sample name',
    'namespace': 'test',
    'type': 'record',
    'fields': [
        {'name': 'duration_column', "type": {"type": "long", "logicalType": "duration"}},
    ],
}
parsed_schema = parse_schema(schema)

records = [
    {'duration_column': 1433269388},
    {'duration_column': 464375847},
    {'duration_column': 498375874},
]

with open('temp_file', 'w') as out:
    json_writer(out, parsed_schema, records)

Reading the same file into cudf:

In[32]: cudf.read_avro('temp_file')
Traceback (most recent call last):
  File "/home/pgali/anaconda3/envs/cudf_dev/lib/python3.7/site-packages/IPython/core/interactiveshell.py", line 3417, in run_code
    exec(code_obj, self.user_global_ns, self.user_ns)
  File "<ipython-input-32-318dacb58dbd>", line 1, in <module>
    cudf.read_avro('/home/pgali/Desktop/cudf/temp_file')
  File "/home/pgali/anaconda3/envs/cudf_dev/lib/python3.7/site-packages/cudf/io/avro.py", line 28, in read_avro
    filepath_or_buffer, columns, skiprows, num_rows
  File "cudf/_lib/avro.pyx", line 18, in cudf._lib.avro.read_avro
  File "cudf/_lib/avro.pyx", line 52, in cudf._lib.avro.read_avro
RuntimeError: cuDF failure at: /home/pgali/Desktop/cudf/cpp/src/io/avro/reader_impl.cu:80: Cannot parse metadata

Expected behavior we should be able to infer dtype via logicalTypes.

Environment overview (please complete the following information)

Environment details Please run and paste the output of the cudf/print_env.sh script here, to gather any other relevant environment details

Click here to see environment details

     **git***
     commit 935dca4ff72d1b9fe8911275497e279314d583f9 (HEAD -> avro_fuzz_tests)
     Merge: 843da29147 4b4d962651
     Author: galipremsagar 
     Date:   Tue Oct 27 10:31:06 2020 -0500

     Merge remote-tracking branch 'upstream/branch-0.17' into avro_fuzz_tests
     **git submodules***

     ***OS Information***
     DISTRIB_ID=Ubuntu
     DISTRIB_RELEASE=20.04
     DISTRIB_CODENAME=focal
     DISTRIB_DESCRIPTION="Ubuntu 20.04.1 LTS"
     NAME="Ubuntu"
     VERSION="20.04.1 LTS (Focal Fossa)"
     ID=ubuntu
     ID_LIKE=debian
     PRETTY_NAME="Ubuntu 20.04.1 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 pgali-HP-Z8-G4-Workstation 5.4.0-52-generic #57-Ubuntu SMP Thu Oct 15 10:57:00 UTC 2020 x86_64 x86_64 x86_64 GNU/Linux

     ***GPU Information***
     Tue Oct 27 12:08:06 2020
     +-----------------------------------------------------------------------------+
     | NVIDIA-SMI 450.80.02    Driver Version: 450.80.02    CUDA Version: 11.0     |
     |-------------------------------+----------------------+----------------------+
     | 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     Off  | 00000000:22:00.0 Off |                  Off |
     | 33%   31C    P8     4W / 260W |    539MiB / 48601MiB |      0%      Default |
     |                               |                      |                  N/A |
     +-------------------------------+----------------------+----------------------+
     |   1  Quadro RTX 8000     Off  | 00000000:2D:00.0  On |                  Off |
     | 33%   35C    P8    20W / 260W |    387MiB / 48592MiB |      9%      Default |
     |                               |                      |                  N/A |
     +-------------------------------+----------------------+----------------------+

     +-----------------------------------------------------------------------------+
     | Processes:                                                                  |
     |  GPU   GI   CI        PID   Type   Process name                  GPU Memory |
     |        ID   ID                                                   Usage      |
     |=============================================================================|
     |    0   N/A  N/A       978      G   /usr/lib/xorg/Xorg                  4MiB |
     |    0   N/A  N/A      1940      G   /usr/lib/xorg/Xorg                  4MiB |
     |    0   N/A  N/A     12815      C   .../envs/cudf_dev/bin/python      525MiB |
     |    1   N/A  N/A       978      G   /usr/lib/xorg/Xorg                 39MiB |
     |    1   N/A  N/A      1940      G   /usr/lib/xorg/Xorg                159MiB |
     |    1   N/A  N/A      2068      G   /usr/bin/gnome-shell              176MiB |
     +-----------------------------------------------------------------------------+

     ***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:                         1200.854
     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: Vulnerable
     Vulnerability L1tf:              Mitigation; PTE Inversion
     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/pgali/anaconda3/envs/cudf_dev/bin/cmake
     cmake version 3.18.2

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

     ***g++***
     /usr/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/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***
     /home/pgali/anaconda3/envs/cudf_dev/bin/python
     Python 3.7.8

     ***Environment Variables***
     PATH                            : /home/pgali/anaconda3/envs/cudf_dev/bin:/home/pgali/anaconda3/condabin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/usr/games:/usr/local/games:/snap/bin:/usr/local/cuda/bin
     LD_LIBRARY_PATH                 : :/usr/local/cuda/lib64:/usr/local/cuda/extras/CUPTI/lib64
     NUMBAPRO_NVVM                   :
     NUMBAPRO_LIBDEVICE              :
     CONDA_PREFIX                    : /home/pgali/anaconda3/envs/cudf_dev
     PYTHON_PATH                     :

     ***conda packages***
     /home/pgali/anaconda3/condabin/conda
     # packages in environment at /home/pgali/anaconda3/envs/cudf_dev:
     #
     # Name                    Version                   Build  Channel
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     recommonmark              0.6.0                      py_0    conda-forge
     regex                     2020.10.15       py37h8f50634_0    conda-forge
     requests                  2.24.0             pyh9f0ad1d_0    conda-forge
     rhash                     1.3.6             h516909a_1001    conda-forge
     rmm                       0.17.0a201017   cuda_11.0_py37_g8cdd176_21    rapidsai-nightly
     send2trash                1.5.0                      py_0    conda-forge
     setuptools                49.6.0           py37he5f6b98_2    conda-forge
     six                       1.15.0             pyh9f0ad1d_0    conda-forge
     snappy                    1.1.8                he1b5a44_3    conda-forge
     snowballstemmer           2.0.0                      py_0    conda-forge
     sortedcontainers          2.2.2              pyh9f0ad1d_0    conda-forge
     spdlog                    1.7.0                hc9558a2_2    conda-forge
     sphinx                    3.2.1                      py_0    conda-forge
     sphinx-copybutton         0.3.0              pyh9f0ad1d_0    conda-forge
     sphinx-markdown-tables    0.0.14             pyh9f0ad1d_1    conda-forge
     sphinx_rtd_theme          0.5.0              pyh9f0ad1d_0    conda-forge
     sphinxcontrib-applehelp   1.0.2                      py_0    conda-forge
     sphinxcontrib-devhelp     1.0.2                      py_0    conda-forge
     sphinxcontrib-htmlhelp    1.0.3                      py_0    conda-forge
     sphinxcontrib-jsmath      1.0.1                      py_0    conda-forge
     sphinxcontrib-qthelp      1.0.3                      py_0    conda-forge
     sphinxcontrib-serializinghtml 1.1.4                      py_0    conda-forge
     sphinxcontrib-websupport  1.2.4              pyh9f0ad1d_0    conda-forge
     sqlite                    3.33.0               h4cf870e_1    conda-forge
     streamz                   0.6.0                    pypi_0    pypi
     tblib                     1.6.0                      py_0    conda-forge
     terminado                 0.9.1            py37hc8dfbb8_1    conda-forge
     testpath                  0.4.4                      py_0    conda-forge
     tk                        8.6.10               hed695b0_1    conda-forge
     toml                      0.10.1             pyh9f0ad1d_0    conda-forge
     toolz                     0.11.1                     py_0    conda-forge
     tornado                   6.0.4            py37h8f50634_2    conda-forge
     traitlets                 5.0.5                      py_0    conda-forge
     typed-ast                 1.4.1            py37h516909a_0    conda-forge
     typing_extensions         3.7.4.3                    py_0    conda-forge
     urllib3                   1.25.10                    py_0    conda-forge
     virtualenv                20.0.35          py37hc8dfbb8_0    conda-forge
     wcwidth                   0.2.5              pyh9f0ad1d_2    conda-forge
     webencodings              0.5.1                      py_1    conda-forge
     wheel                     0.35.1             pyh9f0ad1d_0    conda-forge
     xz                        5.2.5                h516909a_1    conda-forge
     yaml                      0.2.5                h516909a_0    conda-forge
     zeromq                    4.3.3                he1b5a44_2    conda-forge
     zict                      2.0.0                      py_0    conda-forge
     zipp                      3.3.1                      py_0    conda-forge
     zlib                      1.2.11            h516909a_1010    conda-forge
     zstd                      1.4.5                h6597ccf_2    conda-forge

Additional context Surfaced while fuzz testing: #6001

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