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[dask] run Dask tests on aarch64 architecture #3996

Merged
merged 12 commits into from
May 21, 2021
Merged

[dask] run Dask tests on aarch64 architecture #3996

merged 12 commits into from
May 21, 2021

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StrikerRUS
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Refer to #3948 (comment).

Now that QEMU is setup and proved to be stable on our CI, let's run Dask tests on aarch64 architecture and see what happens.

@jameslamb
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seems like they worked ok! I can see in the logs that the Dask tests definitely ran

../tests/python_package_test/test_dask.py .............................. [ 16%]
..........................................s.................             [ 36%]

@jameslamb
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jameslamb commented Feb 17, 2021 •
edited
Loading

wait I take that back. Was looking at the wrong test. A lot of them failed, although the build wasn't marked as failed.

A lot of them were xfailed.

https://dev.azure.com/lightgbm-ci/lightgbm-ci/_build/results?buildId=9255&view=logs&j=c2f9361f-3c13-57db-3206-cee89820d5e3&t=bf5b33f9-9072-549e-d8b1-cab79a1dd2a9

../tests/python_package_test/test_dask.py xxxxxxxxxxxxxxxxxxxxxxxxxxxxxx [ 16%]
xxxxxxxxxxxxxxxx...................xxxxxxxxxxxxxx...........             [ 35%]

==== 245 passed, 3 skipped, 62 xfailed, 150 warnings in 3634.38s (1:00:34) =====
full log 
2021-02-17T13:06:24.6106181Z ##[section]Starting: Setup and run tests
2021-02-17T13:06:24.6116907Z ==============================================================================
2021-02-17T13:06:24.6117992Z Task         : Command line
2021-02-17T13:06:24.6118432Z Description  : Run a command line script using Bash on Linux and macOS and cmd.exe on Windows
2021-02-17T13:06:24.6118877Z Version      : 2.178.0
2021-02-17T13:06:24.6119218Z Author       : Microsoft Corporation
2021-02-17T13:06:24.6119648Z Help         : https://docs.microsoft.com/azure/devops/pipelines/tasks/utility/command-line
2021-02-17T13:06:24.6120136Z ==============================================================================
2021-02-17T13:06:24.7481643Z Generating script.
2021-02-17T13:06:24.7492865Z ========================== Starting Command Output ===========================
2021-02-17T13:06:24.7514774Z [command]/usr/bin/bash --noprofile --norc /home/vsts/work/_temp/777c7240-4081-4990-aca3-b182d0270e53.sh
2021-02-17T13:06:24.8034531Z Unable to find image 'quay.io/pypa/manylinux2014_aarch64:latest' locally
2021-02-17T13:06:28.2734038Z latest: Pulling from pypa/manylinux2014_aarch64
2021-02-17T13:06:28.2734713Z 6717b8ec66cd: Pulling fs layer
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2021-02-17T13:06:49.7134756Z Digest: sha256:d1f616dae6ba0b87d94df6e33a893b4538e24f63d6075ac6c158fb25177a12e1
2021-02-17T13:06:49.7162992Z Status: Downloaded newer image for quay.io/pypa/manylinux2014_aarch64:latest
2021-02-17T13:06:57.3770956Z WARNING: The requested image's platform (linux/arm64) does not match the detected host platform (linux/amd64) and no specific platform was requested
2021-02-17T13:07:08.2307261Z PREFIX=/root/miniconda
2021-02-17T13:07:08.9236649Z Unpacking payload ...
2021-02-17T13:07:12.8537817Z 
2021-02-17T13:07:13.1125736Z   0%|          | 0/38 [00:00<?, ?it/s]
2021-02-17T13:07:13.1171495Z Extracting : bzip2-1.0.8-hf897c2e_4.tar.bz2:   0%|          | 0/38 [00:00<?, ?it/s]
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2021-02-17T13:07:13.1271013Z Extracting : python_abi-3.8-1_cp38.tar.bz2:   3%|â–Ž         | 1/38 [00:00<00:09,  3.87it/s] 
2021-02-17T13:07:13.1281832Z Extracting : yaml-0.2.5-h516909a_0.tar.bz2:   5%|▌         | 2/38 [00:00<00:09,  3.87it/s]
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2021-02-17T13:07:13.1437493Z Extracting : cffi-1.14.4-py38hba996e7_1.tar.bz2:  11%|â–ˆ         | 4/38 [00:00<00:08,  3.87it/s]          
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2021-02-17T13:07:14.7701108Z Extracting : setuptools-49.6.0-py38h0cee959_2.tar.bz2:  34%|███�      | 13/38 [00:01<00:05,  4.60it/s]
2021-02-17T13:07:14.7715787Z Extracting : ncurses-6.2-h7fd3ca4_4.tar.bz2:  37%|███▋      | 14/38 [00:01<00:05,  4.60it/s]          
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2021-02-17T13:07:16.0145394Z Extracting : ruamel_yaml-0.15.80-py38ha7d8a94_1003.tar.bz2:  61%|██████    | 23/38 [00:03<00:04,  3.56it/s]
2021-02-17T13:07:19.7019236Z Extracting : chardet-4.0.0-py38h2063c64_0.tar.bz2:  63%|██████▎   | 24/38 [00:03<00:03,  3.56it/s]         
2021-02-17T13:07:19.7043365Z Extracting : python-3.8.6-h3bd6a85_4_cpython.tar.bz2:  66%|██████▌   | 25/38 [00:06<00:03,  3.56it/s]
2021-02-17T13:07:19.7057312Z Extracting : python-3.8.6-h3bd6a85_4_cpython.tar.bz2:  68%|██████▊   | 26/38 [00:06<00:06,  1.77it/s]
2021-02-17T13:07:19.7068992Z Extracting : certifi-2020.12.5-py38h2063c64_0.tar.bz2:  68%|██████▊   | 26/38 [00:06<00:06,  1.77it/s]
2021-02-17T13:07:19.7082252Z Extracting : libgcc-ng-9.3.0-h8ab15db_17.tar.bz2:  71%|███████   | 27/38 [00:06<00:06,  1.77it/s]     
2021-02-17T13:07:19.7191745Z Extracting : libgomp-9.3.0-h8ab15db_17.tar.bz2:  74%|███████▎  | 28/38 [00:06<00:05,  1.77it/s]  
2021-02-17T13:07:19.7205399Z Extracting : urllib3-1.26.2-pyhd8ed1ab_0.tar.bz2:  76%|███████▋  | 29/38 [00:06<00:05,  1.77it/s]
2021-02-17T13:07:20.0143228Z Extracting : brotlipy-0.7.0-py38ha7d8a94_1001.tar.bz2:  79%|███████▉  | 30/38 [00:06<00:04,  1.77it/s]
2021-02-17T13:07:20.0159875Z Extracting : libstdcxx-ng-9.3.0-h7a64470_17.tar.bz2:  82%|████████� | 31/38 [00:07<00:03,  1.77it/s]  
2021-02-17T13:07:20.0176498Z Extracting : libstdcxx-ng-9.3.0-h7a64470_17.tar.bz2:  84%|████████� | 32/38 [00:07<00:02,  2.43it/s]
2021-02-17T13:07:20.0189693Z Extracting : _openmp_mutex-4.5-1_gnu.tar.bz2:  84%|████████� | 32/38 [00:07<00:02,  2.43it/s]       
2021-02-17T13:07:20.1344813Z Extracting : pycparser-2.20-pyh9f0ad1d_2.tar.bz2:  87%|████████▋ | 33/38 [00:07<00:02,  2.43it/s]
2021-02-17T13:07:20.1353880Z Extracting : cryptography-3.3.1-py38ha9929a6_0.tar.bz2:  89%|████████▉ | 34/38 [00:07<00:01,  2.43it/s]
2021-02-17T13:07:20.6121964Z Extracting : cryptography-3.3.1-py38ha9929a6_0.tar.bz2:  92%|█████████�| 35/38 [00:07<00:00,  3.33it/s]
2021-02-17T13:07:20.6131018Z Extracting : sqlite-3.34.0-h43e6a2a_0.tar.bz2:  92%|█████████�| 35/38 [00:07<00:00,  3.33it/s]         
2021-02-17T13:07:20.6141047Z Extracting : zlib-1.2.11-h516909a_1009.tar.bz2:  95%|█████████�| 36/38 [00:07<00:00,  3.33it/s]
2021-02-17T13:07:21.3487337Z Extracting : zlib-1.2.11-h516909a_1009.tar.bz2:  97%|█████████▋| 37/38 [00:07<00:00,  3.55it/s]
2021-02-17T13:07:21.3501627Z Extracting : conda-4.9.2-py38h2063c64_0.tar.bz2:  97%|█████████▋| 37/38 [00:08<00:00,  3.55it/s]
2021-02-17T13:07:26.3154776Z                                                                                                 
2021-02-17T13:07:26.7055690Z Collecting package metadata (current_repodata.json): ...working... done
2021-02-17T13:07:30.3526033Z Solving environment: ...working... done
2021-02-17T13:07:30.7266740Z 
2021-02-17T13:07:30.7267640Z ## Package Plan ##
2021-02-17T13:07:30.7267946Z 
2021-02-17T13:07:30.7268310Z   environment location: /root/miniconda
2021-02-17T13:07:30.7268595Z 
2021-02-17T13:07:30.7268912Z   added / updated specs:
2021-02-17T13:07:30.7269889Z     - _openmp_mutex==4.5=1_gnu
2021-02-17T13:07:30.7270561Z     - brotlipy==0.7.0=py38ha7d8a94_1001
2021-02-17T13:07:30.7271172Z     - bzip2==1.0.8=hf897c2e_4
2021-02-17T13:07:30.7271771Z     - ca-certificates==2020.12.5=h4fd8a4c_0
2021-02-17T13:07:30.7272420Z     - certifi==2020.12.5=py38h2063c64_0
2021-02-17T13:07:30.7273041Z     - cffi==1.14.4=py38hba996e7_1
2021-02-17T13:07:30.7273614Z     - chardet==4.0.0=py38h2063c64_0
2021-02-17T13:07:30.7274301Z     - conda-package-handling==1.7.2=py38ha7d8a94_0
2021-02-17T13:07:30.7274924Z     - conda==4.9.2=py38h2063c64_0
2021-02-17T13:07:30.7275527Z     - cryptography==3.3.1=py38ha9929a6_0
2021-02-17T13:07:30.7276093Z     - idna==2.10=pyh9f0ad1d_0
2021-02-17T13:07:30.7276702Z     - ld_impl_linux-aarch64==2.35.1=h02ad14f_1
2021-02-17T13:07:30.7277294Z     - libffi==3.3=h884eca8_2
2021-02-17T13:07:30.7277853Z     - libgcc-ng==9.3.0=h8ab15db_17
2021-02-17T13:07:30.7278436Z     - libgomp==9.3.0=h8ab15db_17
2021-02-17T13:07:30.7279026Z     - libstdcxx-ng==9.3.0=h7a64470_17
2021-02-17T13:07:30.7279610Z     - ncurses==6.2=h7fd3ca4_4
2021-02-17T13:07:30.7280170Z     - openssl==1.1.1i=hf897c2e_0
2021-02-17T13:07:30.7280746Z     - pip==20.3.3=pyhd8ed1ab_0
2021-02-17T13:07:30.7281565Z     - pycosat==0.6.3=py38ha7d8a94_1005
2021-02-17T13:07:30.7282179Z     - pycparser==2.20=pyh9f0ad1d_2
2021-02-17T13:07:30.7282755Z     - pyopenssl==20.0.1=pyhd8ed1ab_0
2021-02-17T13:07:30.7283354Z     - pysocks==1.7.1=py38h0cee959_2
2021-02-17T13:07:30.7283952Z     - python==3.8.6=h3bd6a85_4_cpython
2021-02-17T13:07:30.7284513Z     - python_abi==3.8=1_cp38
2021-02-17T13:07:30.7285092Z     - readline==8.0=h607064a_2
2021-02-17T13:07:30.7286234Z     - requests==2.25.1=pyhd3deb0d_0
2021-02-17T13:07:30.7287565Z     - ruamel_yaml==0.15.80=py38ha7d8a94_1003
2021-02-17T13:07:30.7288693Z     - setuptools==49.6.0=py38h0cee959_2
2021-02-17T13:07:30.7289580Z     - six==1.15.0=pyh9f0ad1d_0
2021-02-17T13:07:30.7290287Z     - sqlite==3.34.0=h43e6a2a_0
2021-02-17T13:07:30.7291425Z     - tk==8.6.10=ha99a2a3_1
2021-02-17T13:07:30.7292531Z     - tqdm==4.55.0=pyhd8ed1ab_0
2021-02-17T13:07:30.7293158Z     - urllib3==1.26.2=pyhd8ed1ab_0
2021-02-17T13:07:30.7293748Z     - wheel==0.36.2=pyhd3deb0d_0
2021-02-17T13:07:30.7294314Z     - xz==5.2.5=h6dd45c4_1
2021-02-17T13:07:30.7294904Z     - yaml==0.2.5=h516909a_0
2021-02-17T13:07:30.7301253Z     - zlib==1.2.11=h516909a_1009
2021-02-17T13:07:30.7301674Z 
2021-02-17T13:07:30.7301893Z 
2021-02-17T13:07:30.7302279Z The following NEW packages will be INSTALLED:
2021-02-17T13:07:30.7302561Z 
2021-02-17T13:07:30.7303159Z   _openmp_mutex      conda-forge/linux-aarch64::_openmp_mutex-4.5-1_gnu
2021-02-17T13:07:30.7303902Z   brotlipy           conda-forge/linux-aarch64::brotlipy-0.7.0-py38ha7d8a94_1001
2021-02-17T13:07:30.7304635Z   bzip2              conda-forge/linux-aarch64::bzip2-1.0.8-hf897c2e_4
2021-02-17T13:07:30.7305379Z   ca-certificates    conda-forge/linux-aarch64::ca-certificates-2020.12.5-h4fd8a4c_0
2021-02-17T13:07:30.7306138Z   certifi            conda-forge/linux-aarch64::certifi-2020.12.5-py38h2063c64_0
2021-02-17T13:07:30.7306882Z   cffi               conda-forge/linux-aarch64::cffi-1.14.4-py38hba996e7_1
2021-02-17T13:07:30.7307772Z   chardet            conda-forge/linux-aarch64::chardet-4.0.0-py38h2063c64_0
2021-02-17T13:07:30.7309441Z   conda              conda-forge/linux-aarch64::conda-4.9.2-py38h2063c64_0
2021-02-17T13:07:30.7310418Z   conda-package-han~ conda-forge/linux-aarch64::conda-package-handling-1.7.2-py38ha7d8a94_0
2021-02-17T13:07:30.7311407Z   cryptography       conda-forge/linux-aarch64::cryptography-3.3.1-py38ha9929a6_0
2021-02-17T13:07:30.7312345Z   idna               conda-forge/noarch::idna-2.10-pyh9f0ad1d_0
2021-02-17T13:07:30.7313307Z   ld_impl_linux-aar~ conda-forge/linux-aarch64::ld_impl_linux-aarch64-2.35.1-h02ad14f_1
2021-02-17T13:07:30.7314251Z   libffi             conda-forge/linux-aarch64::libffi-3.3-h884eca8_2
2021-02-17T13:07:30.7315175Z   libgcc-ng          conda-forge/linux-aarch64::libgcc-ng-9.3.0-h8ab15db_17
2021-02-17T13:07:30.7316125Z   libgomp            conda-forge/linux-aarch64::libgomp-9.3.0-h8ab15db_17
2021-02-17T13:07:30.7317079Z   libstdcxx-ng       conda-forge/linux-aarch64::libstdcxx-ng-9.3.0-h7a64470_17
2021-02-17T13:07:30.7318014Z   ncurses            conda-forge/linux-aarch64::ncurses-6.2-h7fd3ca4_4
2021-02-17T13:07:30.7319057Z   openssl            conda-forge/linux-aarch64::openssl-1.1.1i-hf897c2e_0
2021-02-17T13:07:30.7320589Z   pip                conda-forge/noarch::pip-20.3.3-pyhd8ed1ab_0
2021-02-17T13:07:30.7321316Z   pycosat            conda-forge/linux-aarch64::pycosat-0.6.3-py38ha7d8a94_1005
2021-02-17T13:07:30.7322014Z   pycparser          conda-forge/noarch::pycparser-2.20-pyh9f0ad1d_2
2021-02-17T13:07:30.7322722Z   pyopenssl          conda-forge/noarch::pyopenssl-20.0.1-pyhd8ed1ab_0
2021-02-17T13:07:30.7323445Z   pysocks            conda-forge/linux-aarch64::pysocks-1.7.1-py38h0cee959_2
2021-02-17T13:07:30.7324184Z   python             conda-forge/linux-aarch64::python-3.8.6-h3bd6a85_4_cpython
2021-02-17T13:07:30.7324887Z   python_abi         conda-forge/linux-aarch64::python_abi-3.8-1_cp38
2021-02-17T13:07:30.7325829Z   readline           conda-forge/linux-aarch64::readline-8.0-h607064a_2
2021-02-17T13:07:30.7326789Z   requests           conda-forge/noarch::requests-2.25.1-pyhd3deb0d_0
2021-02-17T13:07:30.7327566Z   ruamel_yaml        conda-forge/linux-aarch64::ruamel_yaml-0.15.80-py38ha7d8a94_1003
2021-02-17T13:07:30.7328306Z   setuptools         conda-forge/linux-aarch64::setuptools-49.6.0-py38h0cee959_2
2021-02-17T13:07:30.7329024Z   six                conda-forge/noarch::six-1.15.0-pyh9f0ad1d_0
2021-02-17T13:07:30.7329738Z   sqlite             conda-forge/linux-aarch64::sqlite-3.34.0-h43e6a2a_0
2021-02-17T13:07:30.7330458Z   tk                 conda-forge/linux-aarch64::tk-8.6.10-ha99a2a3_1
2021-02-17T13:07:30.7331142Z   tqdm               conda-forge/noarch::tqdm-4.55.0-pyhd8ed1ab_0
2021-02-17T13:07:30.7331847Z   urllib3            conda-forge/noarch::urllib3-1.26.2-pyhd8ed1ab_0
2021-02-17T13:07:30.7332547Z   wheel              conda-forge/noarch::wheel-0.36.2-pyhd3deb0d_0
2021-02-17T13:07:30.7333297Z   xz                 conda-forge/linux-aarch64::xz-5.2.5-h6dd45c4_1
2021-02-17T13:07:30.7334274Z   yaml               conda-forge/linux-aarch64::yaml-0.2.5-h516909a_0
2021-02-17T13:07:30.7335055Z   zlib               conda-forge/linux-aarch64::zlib-1.2.11-h516909a_1009
2021-02-17T13:07:30.7336742Z 
2021-02-17T13:07:30.7338472Z 
2021-02-17T13:07:35.4959997Z Preparing transaction: ...working... done
2021-02-17T13:07:50.5144316Z Executing transaction: ...working... done
2021-02-17T13:07:52.6392615Z installation finished.
2021-02-17T13:08:23.9365275Z Collecting package metadata (current_repodata.json): ...working... done
2021-02-17T13:08:43.9661916Z Solving environment: ...working... done
2021-02-17T13:08:48.8278394Z 
2021-02-17T13:08:48.8280221Z ## Package Plan ##
2021-02-17T13:08:48.8280789Z 
2021-02-17T13:08:48.8281470Z   environment location: /root/miniconda
2021-02-17T13:08:48.8282008Z 
2021-02-17T13:08:48.8282644Z   added / updated specs:
2021-02-17T13:08:48.8284504Z     - conda
2021-02-17T13:08:48.8285241Z 
2021-02-17T13:08:48.8286094Z 
2021-02-17T13:08:48.8287373Z The following packages will be downloaded:
2021-02-17T13:08:48.8287926Z 
2021-02-17T13:08:48.8288582Z     package                    |            build
2021-02-17T13:08:48.8289842Z     ---------------------------|-----------------
2021-02-17T13:08:48.8290922Z     brotlipy-0.7.0             |py38h9544abe_1001         352 KB  conda-forge
2021-02-17T13:08:48.8292013Z     certifi-2020.12.5          |   py38h2063c64_1         143 KB  conda-forge
2021-02-17T13:08:48.8293199Z     cffi-1.14.5                |   py38hba996e7_0         247 KB  conda-forge
2021-02-17T13:08:48.8294293Z     chardet-4.0.0              |   py38h2063c64_1         204 KB  conda-forge
2021-02-17T13:08:48.8295328Z     cryptography-3.4.4         |   py38h1376e7f_0         616 KB  conda-forge
2021-02-17T13:08:48.8296374Z     ld_impl_linux-aarch64-2.35.1|       h02ad14f_2         624 KB  conda-forge
2021-02-17T13:08:48.8297431Z     openssl-1.1.1j             |       hf897c2e_0         2.1 MB  conda-forge
2021-02-17T13:08:48.8298445Z     pycosat-0.6.3              |py38h9544abe_1006         108 KB  conda-forge
2021-02-17T13:08:48.8299483Z     pysocks-1.7.1              |   py38h2063c64_3          27 KB  conda-forge
2021-02-17T13:08:48.8300528Z     ruamel_yaml-0.15.80        |py38h9544abe_1004         263 KB  conda-forge
2021-02-17T13:08:48.8301558Z     setuptools-49.6.0          |   py38h2063c64_3         945 KB  conda-forge
2021-02-17T13:08:48.8303217Z     tqdm-4.56.2                |     pyhd8ed1ab_0          76 KB  conda-forge
2021-02-17T13:08:48.8305260Z     urllib3-1.26.3             |     pyhd8ed1ab_0          99 KB  conda-forge
2021-02-17T13:08:48.8306067Z     ------------------------------------------------------------
2021-02-17T13:08:48.8306627Z                                            Total:         5.7 MB
2021-02-17T13:08:48.8306927Z 
2021-02-17T13:08:48.8307296Z The following packages will be UPDATED:
2021-02-17T13:08:48.8307557Z 
2021-02-17T13:08:48.8308168Z   certifi                          2020.12.5-py38h2063c64_0 --> 2020.12.5-py38h2063c64_1
2021-02-17T13:08:48.8309144Z   cffi                                1.14.4-py38hba996e7_1 --> 1.14.5-py38hba996e7_0
2021-02-17T13:08:48.8309922Z   chardet                              4.0.0-py38h2063c64_0 --> 4.0.0-py38h2063c64_1
2021-02-17T13:08:48.8310664Z   cryptography                         3.3.1-py38ha9929a6_0 --> 3.4.4-py38h1376e7f_0
2021-02-17T13:08:48.8311419Z   ld_impl_linux-aar~                      2.35.1-h02ad14f_1 --> 2.35.1-h02ad14f_2
2021-02-17T13:08:48.8312168Z   openssl                                 1.1.1i-hf897c2e_0 --> 1.1.1j-hf897c2e_0
2021-02-17T13:08:48.8312930Z   pycosat                           0.6.3-py38ha7d8a94_1005 --> 0.6.3-py38h9544abe_1006
2021-02-17T13:08:48.8313703Z   pysocks                              1.7.1-py38h0cee959_2 --> 1.7.1-py38h2063c64_3
2021-02-17T13:08:48.8314478Z   ruamel_yaml                     0.15.80-py38ha7d8a94_1003 --> 0.15.80-py38h9544abe_1004
2021-02-17T13:08:48.8315633Z   setuptools                          49.6.0-py38h0cee959_2 --> 49.6.0-py38h2063c64_3
2021-02-17T13:08:48.8316649Z   tqdm                                  4.55.0-pyhd8ed1ab_0 --> 4.56.2-pyhd8ed1ab_0
2021-02-17T13:08:48.8317491Z   urllib3                               1.26.2-pyhd8ed1ab_0 --> 1.26.3-pyhd8ed1ab_0
2021-02-17T13:08:48.8317875Z 
2021-02-17T13:08:48.8318290Z The following packages will be DOWNGRADED:
2021-02-17T13:08:48.8318739Z 
2021-02-17T13:08:48.8319383Z   brotlipy                          0.7.0-py38ha7d8a94_1001 --> 0.7.0-py38h9544abe_1001
2021-02-17T13:08:48.8320086Z 
2021-02-17T13:08:48.8320275Z 
2021-02-17T13:08:49.4961422Z Preparing transaction: ...working... done
2021-02-17T13:08:51.0338301Z Verifying transaction: ...working... done
2021-02-17T13:08:56.6457870Z Executing transaction: ...working... done
2021-02-17T13:09:02.9861320Z Collecting package metadata (current_repodata.json): ...working... done
2021-02-17T13:09:06.2371637Z Solving environment: ...working... done
2021-02-17T13:09:14.8709198Z 
2021-02-17T13:09:14.8711026Z ## Package Plan ##
2021-02-17T13:09:14.8711609Z 
2021-02-17T13:09:14.8712889Z   environment location: /root/miniconda/envs/test-env
2021-02-17T13:09:14.8714457Z 
2021-02-17T13:09:14.8715385Z   added / updated specs:
2021-02-17T13:09:14.8716564Z     - python=3.9
2021-02-17T13:09:14.8717109Z 
2021-02-17T13:09:14.8717508Z 
2021-02-17T13:09:14.8718189Z The following packages will be downloaded:
2021-02-17T13:09:14.8718705Z 
2021-02-17T13:09:14.8719281Z     package                    |            build
2021-02-17T13:09:14.8720193Z     ---------------------------|-----------------
2021-02-17T13:09:14.8721251Z     certifi-2020.12.5          |   py39ha65689a_1         143 KB  conda-forge
2021-02-17T13:09:14.8722329Z     pip-21.0.1                 |     pyhd8ed1ab_0         1.1 MB  conda-forge
2021-02-17T13:09:14.8723956Z     python-3.9.1               |h3bd6a85_5_cpython        12.2 MB  conda-forge
2021-02-17T13:09:14.8725340Z     python_abi-3.9             |           1_cp39           4 KB  conda-forge
2021-02-17T13:09:14.8727556Z     setuptools-49.6.0          |   py39ha65689a_3         941 KB  conda-forge
2021-02-17T13:09:14.8729195Z     tzdata-2021a               |       he74cb21_0         121 KB  conda-forge
2021-02-17T13:09:14.8730368Z     ------------------------------------------------------------
2021-02-17T13:09:14.8731296Z                                            Total:        14.4 MB
2021-02-17T13:09:14.8732029Z 
2021-02-17T13:09:14.8732807Z The following NEW packages will be INSTALLED:
2021-02-17T13:09:14.8733713Z 
2021-02-17T13:09:14.8735423Z   _openmp_mutex      conda-forge/linux-aarch64::_openmp_mutex-4.5-1_gnu
2021-02-17T13:09:14.8736989Z   ca-certificates    conda-forge/linux-aarch64::ca-certificates-2020.12.5-h4fd8a4c_0
2021-02-17T13:09:14.8738086Z   certifi            conda-forge/linux-aarch64::certifi-2020.12.5-py39ha65689a_1
2021-02-17T13:09:14.8739165Z   ld_impl_linux-aar~ conda-forge/linux-aarch64::ld_impl_linux-aarch64-2.35.1-h02ad14f_2
2021-02-17T13:09:14.8740233Z   libffi             conda-forge/linux-aarch64::libffi-3.3-h884eca8_2
2021-02-17T13:09:14.8741588Z   libgcc-ng          conda-forge/linux-aarch64::libgcc-ng-9.3.0-h8ab15db_17
2021-02-17T13:09:14.8742672Z   libgomp            conda-forge/linux-aarch64::libgomp-9.3.0-h8ab15db_17
2021-02-17T13:09:14.8743798Z   libstdcxx-ng       conda-forge/linux-aarch64::libstdcxx-ng-9.3.0-h7a64470_17
2021-02-17T13:09:14.8744926Z   ncurses            conda-forge/linux-aarch64::ncurses-6.2-h7fd3ca4_4
2021-02-17T13:09:14.8745965Z   openssl            conda-forge/linux-aarch64::openssl-1.1.1j-hf897c2e_0
2021-02-17T13:09:14.8746999Z   pip                conda-forge/noarch::pip-21.0.1-pyhd8ed1ab_0
2021-02-17T13:09:14.8748067Z   python             conda-forge/linux-aarch64::python-3.9.1-h3bd6a85_5_cpython
2021-02-17T13:09:14.8749104Z   python_abi         conda-forge/linux-aarch64::python_abi-3.9-1_cp39
2021-02-17T13:09:14.8750176Z   readline           conda-forge/linux-aarch64::readline-8.0-h607064a_2
2021-02-17T13:09:14.8751225Z   setuptools         conda-forge/linux-aarch64::setuptools-49.6.0-py39ha65689a_3
2021-02-17T13:09:14.8752304Z   sqlite             conda-forge/linux-aarch64::sqlite-3.34.0-h43e6a2a_0
2021-02-17T13:09:14.8753361Z   tk                 conda-forge/linux-aarch64::tk-8.6.10-ha99a2a3_1
2021-02-17T13:09:14.8754882Z   tzdata             conda-forge/noarch::tzdata-2021a-he74cb21_0
2021-02-17T13:09:14.8756967Z   wheel              conda-forge/noarch::wheel-0.36.2-pyhd3deb0d_0
2021-02-17T13:09:14.8758325Z   xz                 conda-forge/linux-aarch64::xz-5.2.5-h6dd45c4_1
2021-02-17T13:09:14.8765068Z   zlib               conda-forge/linux-aarch64::zlib-1.2.11-h516909a_1009
2021-02-17T13:09:14.8765910Z 
2021-02-17T13:09:14.8766213Z 
2021-02-17T13:09:18.5530535Z Preparing transaction: ...working... done
2021-02-17T13:09:30.8313963Z Verifying transaction: ...working... done
2021-02-17T13:09:51.2101694Z Executing transaction: ...working... done
2021-02-17T13:10:02.4167812Z Collecting package metadata (current_repodata.json): ...working... done
2021-02-17T13:10:18.8419568Z Solving environment: ...working... done
2021-02-17T13:10:20.4286844Z 
2021-02-17T13:10:20.4287995Z ## Package Plan ##
2021-02-17T13:10:20.4288552Z 
2021-02-17T13:10:20.4289598Z   environment location: /root/miniconda/envs/test-env
2021-02-17T13:10:20.4289973Z 
2021-02-17T13:10:20.4290340Z   added / updated specs:
2021-02-17T13:10:20.4290874Z     - cloudpickle
2021-02-17T13:10:20.4291428Z     - dask
2021-02-17T13:10:20.4291970Z     - distributed
2021-02-17T13:10:20.4292516Z     - joblib
2021-02-17T13:10:20.4293044Z     - matplotlib
2021-02-17T13:10:20.4293594Z     - numpy
2021-02-17T13:10:20.4294125Z     - pandas
2021-02-17T13:10:20.4294642Z     - psutil
2021-02-17T13:10:20.4295175Z     - pytest
2021-02-17T13:10:20.4295719Z     - scikit-learn
2021-02-17T13:10:20.4296243Z     - scipy
2021-02-17T13:10:20.4296526Z 
2021-02-17T13:10:20.4296720Z 
2021-02-17T13:10:20.4297094Z The following packages will be downloaded:
2021-02-17T13:10:20.4297368Z 
2021-02-17T13:10:20.4297730Z     package                    |            build
2021-02-17T13:10:20.4298345Z     ---------------------------|-----------------
2021-02-17T13:10:20.4299066Z     attrs-20.3.0               |     pyhd3deb0d_0          41 KB  conda-forge
2021-02-17T13:10:20.4299834Z     bokeh-2.2.3                |   py39ha65689a_0         7.0 MB  conda-forge
2021-02-17T13:10:20.4300592Z     click-7.1.2                |     pyh9f0ad1d_0          64 KB  conda-forge
2021-02-17T13:10:20.4301348Z     cloudpickle-1.6.0          |             py_0          22 KB  conda-forge
2021-02-17T13:10:20.4302079Z     cycler-0.10.0              |             py_2           9 KB  conda-forge
2021-02-17T13:10:20.4302834Z     cytoolz-0.11.0             |   py39h14843e3_3         389 KB  conda-forge
2021-02-17T13:10:20.4303581Z     dask-2021.2.0              |     pyhd8ed1ab_0           4 KB  conda-forge
2021-02-17T13:10:20.4304442Z     dask-core-2021.2.0         |     pyhd8ed1ab_0         681 KB  conda-forge
2021-02-17T13:10:20.4305394Z     distributed-2021.2.0       |   py39ha65689a_0         1.1 MB  conda-forge
2021-02-17T13:10:20.4306552Z     freetype-2.10.4            |       hdf53a3c_1         988 KB  conda-forge
2021-02-17T13:10:20.4307608Z     fsspec-0.8.5               |     pyhd8ed1ab_0          69 KB  conda-forge
2021-02-17T13:10:20.4308416Z     heapdict-1.0.1             |             py_0           7 KB  conda-forge
2021-02-17T13:10:20.4309726Z     iniconfig-1.1.1            |     pyh9f0ad1d_0           8 KB  conda-forge
2021-02-17T13:10:20.4310504Z     jinja2-2.11.3              |     pyh44b312d_0          93 KB  conda-forge
2021-02-17T13:10:20.4311306Z     joblib-1.0.1               |     pyhd8ed1ab_0         206 KB  conda-forge
2021-02-17T13:10:20.4312458Z     jpeg-9d                    |       hfd2af3c_0         410 KB  conda-forge
2021-02-17T13:10:20.4313249Z     kiwisolver-1.3.1           |   py39hb300cb6_1          79 KB  conda-forge
2021-02-17T13:10:20.4314203Z     lcms2-2.12                 |       h012adcb_0         524 KB  conda-forge
2021-02-17T13:10:20.4315011Z     libblas-3.9.0              |       8_openblas          11 KB  conda-forge
2021-02-17T13:10:20.4315998Z     libcblas-3.9.0             |       8_openblas          11 KB  conda-forge
2021-02-17T13:10:20.4317308Z     libgfortran-ng-9.3.0       |      h51dc86a_17          22 KB  conda-forge
2021-02-17T13:10:20.4318058Z     libgfortran5-9.3.0         |      h51dc86a_17         1.4 MB  conda-forge
2021-02-17T13:10:20.4318825Z     liblapack-3.9.0            |       8_openblas          11 KB  conda-forge
2021-02-17T13:10:20.4319749Z     libopenblas-0.3.12         |pthreads_h4812303_1         6.6 MB  conda-forge
2021-02-17T13:10:20.4320500Z     libpng-1.6.37              |       hbd635b3_2         338 KB  conda-forge
2021-02-17T13:10:20.4321232Z     libtiff-4.2.0              |       h2294b54_0         773 KB  conda-forge
2021-02-17T13:10:20.4321987Z     libwebp-base-1.2.0         |       hf897c2e_0         893 KB  conda-forge
2021-02-17T13:10:20.4322768Z     locket-0.2.0               |             py_2           6 KB  conda-forge
2021-02-17T13:10:20.4323524Z     lz4-c-1.9.3                |       h01db608_0         199 KB  conda-forge
2021-02-17T13:10:20.4324410Z     markupsafe-1.1.1           |   py39h91590af_2          27 KB  conda-forge
2021-02-17T13:10:20.4325207Z     matplotlib-3.3.4           |   py39ha65689a_0           6 KB  conda-forge
2021-02-17T13:10:20.4326407Z     matplotlib-base-3.3.4      |   py39hf25eaef_0         6.7 MB  conda-forge
2021-02-17T13:10:20.4327226Z     more-itertools-8.7.0       |     pyhd8ed1ab_0          39 KB  conda-forge
2021-02-17T13:10:20.4328007Z     msgpack-python-1.0.2       |   py39hb300cb6_1          91 KB  conda-forge
2021-02-17T13:10:20.4328938Z     numpy-1.20.1               |   py39h43e3299_0         5.7 MB  conda-forge
2021-02-17T13:10:20.4329904Z     olefile-0.46               |     pyh9f0ad1d_1          32 KB  conda-forge
2021-02-17T13:10:20.4330669Z     packaging-20.9             |     pyh44b312d_0          35 KB  conda-forge
2021-02-17T13:10:20.4331435Z     pandas-1.2.2               |   py39h7b4a2eb_0        11.4 MB  conda-forge
2021-02-17T13:10:20.4332347Z     partd-1.1.0                |             py_0          17 KB  conda-forge
2021-02-17T13:10:20.4333287Z     pillow-8.1.0               |   py39h84a7d79_2         678 KB  conda-forge
2021-02-17T13:10:20.4334306Z     pluggy-0.13.1              |   py39ha65689a_4          29 KB  conda-forge
2021-02-17T13:10:20.4335092Z     psutil-5.8.0               |   py39h14843e3_1         343 KB  conda-forge
2021-02-17T13:10:20.4335858Z     py-1.10.0                  |     pyhd3deb0d_0          73 KB  conda-forge
2021-02-17T13:10:20.4336940Z     pyparsing-2.4.7            |     pyh9f0ad1d_0          60 KB  conda-forge
2021-02-17T13:10:20.4337687Z     pytest-6.2.2               |   py39ha65689a_0         432 KB  conda-forge
2021-02-17T13:10:20.4338619Z     python-dateutil-2.8.1      |             py_0         220 KB  conda-forge
2021-02-17T13:10:20.4339367Z     pytz-2021.1                |     pyhd8ed1ab_0         239 KB  conda-forge
2021-02-17T13:10:20.4340168Z     pyyaml-5.4.1               |   py39h14843e3_0         182 KB  conda-forge
2021-02-17T13:10:20.4341270Z     scikit-learn-0.24.1        |   py39h19ff0ee_0         7.2 MB  conda-forge
2021-02-17T13:10:20.4342036Z     scipy-1.6.0                |   py39h5c7b0d2_0        21.2 MB  conda-forge
2021-02-17T13:10:20.4342770Z     sortedcontainers-2.3.0     |     pyhd8ed1ab_0          26 KB  conda-forge
2021-02-17T13:10:20.4343543Z     tblib-1.6.0                |             py_0          14 KB  conda-forge
2021-02-17T13:10:20.4344291Z     threadpoolctl-2.1.0        |     pyh5ca1d4c_0          15 KB  conda-forge
2021-02-17T13:10:20.4345034Z     toml-0.10.2                |     pyhd8ed1ab_0          18 KB  conda-forge
2021-02-17T13:10:20.4345779Z     toolz-0.11.1               |             py_0          46 KB  conda-forge
2021-02-17T13:10:20.4346513Z     tornado-6.1                |   py39h14843e3_1         649 KB  conda-forge
2021-02-17T13:10:20.4347265Z     typing_extensions-3.7.4.3  |             py_0          25 KB  conda-forge
2021-02-17T13:10:20.4348015Z     zict-2.0.0                 |             py_0          10 KB  conda-forge
2021-02-17T13:10:20.4348769Z     zstd-1.4.8                 |       h41fb7a4_1         747 KB  conda-forge
2021-02-17T13:10:20.4349467Z     ------------------------------------------------------------
2021-02-17T13:10:20.4350021Z                                            Total:        78.1 MB
2021-02-17T13:10:20.4350326Z 
2021-02-17T13:10:20.4350712Z The following NEW packages will be INSTALLED:
2021-02-17T13:10:20.4351002Z 
2021-02-17T13:10:20.4351565Z   attrs              conda-forge/noarch::attrs-20.3.0-pyhd3deb0d_0
2021-02-17T13:10:20.4352307Z   bokeh              conda-forge/linux-aarch64::bokeh-2.2.3-py39ha65689a_0
2021-02-17T13:10:20.4353043Z   click              conda-forge/noarch::click-7.1.2-pyh9f0ad1d_0
2021-02-17T13:10:20.4353740Z   cloudpickle        conda-forge/noarch::cloudpickle-1.6.0-py_0
2021-02-17T13:10:20.4354820Z   cycler             conda-forge/noarch::cycler-0.10.0-py_2
2021-02-17T13:10:20.4355635Z   cytoolz            conda-forge/linux-aarch64::cytoolz-0.11.0-py39h14843e3_3
2021-02-17T13:10:20.4356567Z   dask               conda-forge/noarch::dask-2021.2.0-pyhd8ed1ab_0
2021-02-17T13:10:20.4358130Z   dask-core          conda-forge/noarch::dask-core-2021.2.0-pyhd8ed1ab_0
2021-02-17T13:10:20.4361552Z   distributed        conda-forge/linux-aarch64::distributed-2021.2.0-py39ha65689a_0
2021-02-17T13:10:20.4362609Z   freetype           conda-forge/linux-aarch64::freetype-2.10.4-hdf53a3c_1
2021-02-17T13:10:20.4363577Z   fsspec             conda-forge/noarch::fsspec-0.8.5-pyhd8ed1ab_0
2021-02-17T13:10:20.4364443Z   heapdict           conda-forge/noarch::heapdict-1.0.1-py_0
2021-02-17T13:10:20.4366387Z   iniconfig          conda-forge/noarch::iniconfig-1.1.1-pyh9f0ad1d_0
2021-02-17T13:10:20.4367871Z   jinja2             conda-forge/noarch::jinja2-2.11.3-pyh44b312d_0
2021-02-17T13:10:20.4368687Z   joblib             conda-forge/noarch::joblib-1.0.1-pyhd8ed1ab_0
2021-02-17T13:10:20.4369488Z   jpeg               conda-forge/linux-aarch64::jpeg-9d-hfd2af3c_0
2021-02-17T13:10:20.4370473Z   kiwisolver         conda-forge/linux-aarch64::kiwisolver-1.3.1-py39hb300cb6_1
2021-02-17T13:10:20.4371574Z   lcms2              conda-forge/linux-aarch64::lcms2-2.12-h012adcb_0
2021-02-17T13:10:20.4372313Z   libblas            conda-forge/linux-aarch64::libblas-3.9.0-8_openblas
2021-02-17T13:10:20.4373440Z   libcblas           conda-forge/linux-aarch64::libcblas-3.9.0-8_openblas
2021-02-17T13:10:20.4374231Z   libgfortran-ng     conda-forge/linux-aarch64::libgfortran-ng-9.3.0-h51dc86a_17
2021-02-17T13:10:20.4375043Z   libgfortran5       conda-forge/linux-aarch64::libgfortran5-9.3.0-h51dc86a_17
2021-02-17T13:10:20.4375836Z   liblapack          conda-forge/linux-aarch64::liblapack-3.9.0-8_openblas
2021-02-17T13:10:20.4376943Z   libopenblas        conda-forge/linux-aarch64::libopenblas-0.3.12-pthreads_h4812303_1
2021-02-17T13:10:20.4377690Z   libpng             conda-forge/linux-aarch64::libpng-1.6.37-hbd635b3_2
2021-02-17T13:10:20.4378626Z   libtiff            conda-forge/linux-aarch64::libtiff-4.2.0-h2294b54_0
2021-02-17T13:10:20.4379448Z   libwebp-base       conda-forge/linux-aarch64::libwebp-base-1.2.0-hf897c2e_0
2021-02-17T13:10:20.4380176Z   locket             conda-forge/noarch::locket-0.2.0-py_2
2021-02-17T13:10:20.4380886Z   lz4-c              conda-forge/linux-aarch64::lz4-c-1.9.3-h01db608_0
2021-02-17T13:10:20.4381648Z   markupsafe         conda-forge/linux-aarch64::markupsafe-1.1.1-py39h91590af_2
2021-02-17T13:10:20.4382417Z   matplotlib         conda-forge/linux-aarch64::matplotlib-3.3.4-py39ha65689a_0
2021-02-17T13:10:20.4383256Z   matplotlib-base    conda-forge/linux-aarch64::matplotlib-base-3.3.4-py39hf25eaef_0
2021-02-17T13:10:20.4384596Z   more-itertools     conda-forge/noarch::more-itertools-8.7.0-pyhd8ed1ab_0
2021-02-17T13:10:20.4385393Z   msgpack-python     conda-forge/linux-aarch64::msgpack-python-1.0.2-py39hb300cb6_1
2021-02-17T13:10:20.4386163Z   numpy              conda-forge/linux-aarch64::numpy-1.20.1-py39h43e3299_0
2021-02-17T13:10:20.4386905Z   olefile            conda-forge/noarch::olefile-0.46-pyh9f0ad1d_1
2021-02-17T13:10:20.4387621Z   packaging          conda-forge/noarch::packaging-20.9-pyh44b312d_0
2021-02-17T13:10:20.4390890Z   pandas             conda-forge/linux-aarch64::pandas-1.2.2-py39h7b4a2eb_0
2021-02-17T13:10:20.4392071Z   partd              conda-forge/noarch::partd-1.1.0-py_0
2021-02-17T13:10:20.4392990Z   pillow             conda-forge/linux-aarch64::pillow-8.1.0-py39h84a7d79_2
2021-02-17T13:10:20.4393742Z   pluggy             conda-forge/linux-aarch64::pluggy-0.13.1-py39ha65689a_4
2021-02-17T13:10:20.4394698Z   psutil             conda-forge/linux-aarch64::psutil-5.8.0-py39h14843e3_1
2021-02-17T13:10:20.4396139Z   py                 conda-forge/noarch::py-1.10.0-pyhd3deb0d_0
2021-02-17T13:10:20.4396913Z   pyparsing          conda-forge/noarch::pyparsing-2.4.7-pyh9f0ad1d_0
2021-02-17T13:10:20.4397833Z   pytest             conda-forge/linux-aarch64::pytest-6.2.2-py39ha65689a_0
2021-02-17T13:10:20.4398585Z   python-dateutil    conda-forge/noarch::python-dateutil-2.8.1-py_0
2021-02-17T13:10:20.4399512Z   pytz               conda-forge/noarch::pytz-2021.1-pyhd8ed1ab_0
2021-02-17T13:10:20.4400255Z   pyyaml             conda-forge/linux-aarch64::pyyaml-5.4.1-py39h14843e3_0
2021-02-17T13:10:20.4401035Z   scikit-learn       conda-forge/linux-aarch64::scikit-learn-0.24.1-py39h19ff0ee_0
2021-02-17T13:10:20.4401918Z   scipy              conda-forge/linux-aarch64::scipy-1.6.0-py39h5c7b0d2_0
2021-02-17T13:10:20.4402662Z   six                conda-forge/noarch::six-1.15.0-pyh9f0ad1d_0
2021-02-17T13:10:20.4403390Z   sortedcontainers   conda-forge/noarch::sortedcontainers-2.3.0-pyhd8ed1ab_0
2021-02-17T13:10:20.4404111Z   tblib              conda-forge/noarch::tblib-1.6.0-py_0
2021-02-17T13:10:20.4404840Z   threadpoolctl      conda-forge/noarch::threadpoolctl-2.1.0-pyh5ca1d4c_0
2021-02-17T13:10:20.4405759Z   toml               conda-forge/noarch::toml-0.10.2-pyhd8ed1ab_0
2021-02-17T13:10:20.4406547Z   toolz              conda-forge/noarch::toolz-0.11.1-py_0
2021-02-17T13:10:20.4407313Z   tornado            conda-forge/linux-aarch64::tornado-6.1-py39h14843e3_1
2021-02-17T13:10:20.4408421Z   typing_extensions  conda-forge/noarch::typing_extensions-3.7.4.3-py_0
2021-02-17T13:10:20.4409270Z   yaml               conda-forge/linux-aarch64::yaml-0.2.5-h516909a_0
2021-02-17T13:10:20.4409973Z   zict               conda-forge/noarch::zict-2.0.0-py_0
2021-02-17T13:10:20.4410702Z   zstd               conda-forge/linux-aarch64::zstd-1.4.8-h41fb7a4_1
2021-02-17T13:10:20.4411048Z 
2021-02-17T13:11:06.4916858Z 
2021-02-17T13:11:13.1033090Z Preparing transaction: ...working... done
2021-02-17T13:11:29.6842603Z Verifying transaction: ...working... done
2021-02-17T13:12:02.6551869Z Executing transaction: ...working... done
2021-02-17T13:12:27.3532684Z Collecting package metadata (current_repodata.json): ...working... done
2021-02-17T13:12:48.1820105Z Solving environment: ...working... done
2021-02-17T13:13:31.1419285Z 
2021-02-17T13:13:31.1421592Z ## Package Plan ##
2021-02-17T13:13:31.1422113Z 
2021-02-17T13:13:31.1423644Z   environment location: /root/miniconda/envs/test-env
2021-02-17T13:13:31.1424195Z 
2021-02-17T13:13:31.1424727Z   added / updated specs:
2021-02-17T13:13:31.1425432Z     - python-graphviz
2021-02-17T13:13:31.1426357Z     - xorg-libxau
2021-02-17T13:13:31.1427219Z 
2021-02-17T13:13:31.1427580Z 
2021-02-17T13:13:31.1428143Z The following packages will be downloaded:
2021-02-17T13:13:31.1428592Z 
2021-02-17T13:13:31.1429143Z     package                    |            build
2021-02-17T13:13:31.1430317Z     ---------------------------|-----------------
2021-02-17T13:13:31.1431232Z     atk-1.0-2.36.0             |       h8b428f0_4         528 KB  conda-forge
2021-02-17T13:13:31.1432338Z     cairo-1.16.0               |    ha675c65_1007         1.7 MB  conda-forge
2021-02-17T13:13:31.1433344Z     expat-2.2.10               |       h3621d8e_0         141 KB  conda-forge
2021-02-17T13:13:31.1434305Z     font-ttf-dejavu-sans-mono-2.37|       hab24e00_0         388 KB  conda-forge
2021-02-17T13:13:31.1436315Z     font-ttf-inconsolata-2.001 |       hab24e00_0          97 KB  conda-forge
2021-02-17T13:13:31.1437153Z     font-ttf-source-code-pro-2.030|       hab24e00_0         927 KB  conda-forge
2021-02-17T13:13:31.1437913Z     font-ttf-ubuntu-0.83       |       hab24e00_0         1.9 MB  conda-forge
2021-02-17T13:13:31.1438837Z     fontconfig-2.13.1          |    hd44bfdd_1004         425 KB  conda-forge
2021-02-17T13:13:31.1439583Z     fonts-conda-ecosystem-1    |                0           4 KB  conda-forge
2021-02-17T13:13:31.1440335Z     fonts-conda-forge-1        |                0           4 KB  conda-forge
2021-02-17T13:13:31.1441063Z     fribidi-1.0.10             |       hb9de7d4_0         113 KB  conda-forge
2021-02-17T13:13:31.1442904Z     gdk-pixbuf-2.42.2          |       ha10f721_2         619 KB  conda-forge
2021-02-17T13:13:31.1443895Z     gettext-0.19.8.1           |    h4454c44_1005         3.8 MB  conda-forge
2021-02-17T13:13:31.1445146Z     giflib-5.2.1               |       hb9de7d4_2          78 KB  conda-forge
2021-02-17T13:13:31.1446711Z     graphite2-1.3.13           |    h7fd3ca4_1001         105 KB  conda-forge
2021-02-17T13:13:31.1447657Z     graphviz-2.46.1            |       h4a260bf_3         6.7 MB  conda-forge
2021-02-17T13:13:31.1448393Z     gtk2-2.24.33               |       h5901319_0         7.4 MB  conda-forge
2021-02-17T13:13:31.1449125Z     gts-0.7.6                  |       hb6842a0_2         446 KB  conda-forge
2021-02-17T13:13:31.1449857Z     harfbuzz-2.7.4             |       h2882fbd_0         2.0 MB  conda-forge
2021-02-17T13:13:31.1450574Z     icu-68.1                   |       h884eca8_0        13.5 MB  conda-forge
2021-02-17T13:13:31.1451305Z     libgd-2.3.0                |       h5967703_1         325 KB  conda-forge
2021-02-17T13:13:31.1452032Z     libglib-2.66.7             |       hf7ca860_0         3.0 MB  conda-forge
2021-02-17T13:13:31.1452802Z     libiconv-1.16              |       h6dd45c4_0         1.4 MB  conda-forge
2021-02-17T13:13:31.1453530Z     librsvg-2.50.3             |       h177d147_1        19.8 MB  conda-forge
2021-02-17T13:13:31.1454267Z     libtool-2.4.6              |    h7fd3ca4_1007         533 KB  conda-forge
2021-02-17T13:13:31.1454998Z     libuuid-2.32.1             |    hf897c2e_1000          30 KB  conda-forge
2021-02-17T13:13:31.1455726Z     libwebp-1.2.0              |       h21830e5_0          93 KB  conda-forge
2021-02-17T13:13:31.1456443Z     libxcb-1.13                |    h3557bc0_1003         406 KB  conda-forge
2021-02-17T13:13:31.1457173Z     libxml2-2.9.10             |       hd674cf7_3         1.4 MB  conda-forge
2021-02-17T13:13:31.1457903Z     pango-1.42.4               |       h128d24a_5         543 KB  conda-forge
2021-02-17T13:13:31.1458634Z     pcre-8.44                  |       he1b5a44_0         247 KB  conda-forge
2021-02-17T13:13:31.1459347Z     pixman-0.40.0              |       hb9de7d4_0         538 KB  conda-forge
2021-02-17T13:13:31.1460231Z     pthread-stubs-0.4          |    hb9de7d4_1001           6 KB  conda-forge
2021-02-17T13:13:31.1460987Z     python-graphviz-0.16       |     pyh243d235_2          20 KB  conda-forge
2021-02-17T13:13:31.1461728Z     xorg-kbproto-1.0.7         |    h3557bc0_1002          27 KB  conda-forge
2021-02-17T13:13:31.1462452Z     xorg-libice-1.0.10         |       h6dd45c4_0          56 KB  conda-forge
2021-02-17T13:13:31.1463191Z     xorg-libsm-1.2.3           |    h074380e_1000          25 KB  conda-forge
2021-02-17T13:13:31.1463929Z     xorg-libx11-1.6.12         |       h6dd45c4_0         976 KB  conda-forge
2021-02-17T13:13:31.1464666Z     xorg-libxau-1.0.9          |       h3557bc0_0          14 KB  conda-forge
2021-02-17T13:13:31.1465404Z     xorg-libxdmcp-1.1.3        |       h3557bc0_0          19 KB  conda-forge
2021-02-17T13:13:31.1466122Z     xorg-libxext-1.3.4         |       h6dd45c4_0          47 KB  conda-forge
2021-02-17T13:13:31.1466860Z     xorg-libxrender-0.9.10     |    h6dd45c4_1002          31 KB  conda-forge
2021-02-17T13:13:31.1467736Z     xorg-renderproto-0.11.1    |    hda93590_1002           9 KB  conda-forge
2021-02-17T13:13:31.1468465Z     xorg-xextproto-7.3.0       |    h3557bc0_1002          28 KB  conda-forge
2021-02-17T13:13:31.1469168Z     xorg-xproto-7.0.31         |    h3557bc0_1007          73 KB  conda-forge
2021-02-17T13:13:31.1469858Z     ------------------------------------------------------------
2021-02-17T13:13:31.1470387Z                                            Total:        70.2 MB
2021-02-17T13:13:31.1470680Z 
2021-02-17T13:13:31.1471044Z The following NEW packages will be INSTALLED:
2021-02-17T13:13:31.1471309Z 
2021-02-17T13:13:31.1471884Z   atk-1.0            conda-forge/linux-aarch64::atk-1.0-2.36.0-h8b428f0_4
2021-02-17T13:13:31.1472607Z   cairo              conda-forge/linux-aarch64::cairo-1.16.0-ha675c65_1007
2021-02-17T13:13:31.1473326Z   expat              conda-forge/linux-aarch64::expat-2.2.10-h3621d8e_0
2021-02-17T13:13:31.1474041Z   font-ttf-dejavu-s~ conda-forge/noarch::font-ttf-dejavu-sans-mono-2.37-hab24e00_0
2021-02-17T13:13:31.1474922Z   font-ttf-inconsol~ conda-forge/noarch::font-ttf-inconsolata-2.001-hab24e00_0
2021-02-17T13:13:31.1475872Z   font-ttf-source-c~ conda-forge/noarch::font-ttf-source-code-pro-2.030-hab24e00_0
2021-02-17T13:13:31.1476626Z   font-ttf-ubuntu    conda-forge/noarch::font-ttf-ubuntu-0.83-hab24e00_0
2021-02-17T13:13:31.1477369Z   fontconfig         conda-forge/linux-aarch64::fontconfig-2.13.1-hd44bfdd_1004
2021-02-17T13:13:31.1478116Z   fonts-conda-ecosy~ conda-forge/noarch::fonts-conda-ecosystem-1-0
2021-02-17T13:13:31.1478979Z   fonts-conda-forge  conda-forge/noarch::fonts-conda-forge-1-0
2021-02-17T13:13:31.1479685Z   fribidi            conda-forge/linux-aarch64::fribidi-1.0.10-hb9de7d4_0
2021-02-17T13:13:31.1480399Z   gdk-pixbuf         conda-forge/linux-aarch64::gdk-pixbuf-2.42.2-ha10f721_2
2021-02-17T13:13:31.1481136Z   gettext            conda-forge/linux-aarch64::gettext-0.19.8.1-h4454c44_1005
2021-02-17T13:13:31.1481862Z   giflib             conda-forge/linux-aarch64::giflib-5.2.1-hb9de7d4_2
2021-02-17T13:13:31.1482630Z   graphite2          conda-forge/linux-aarch64::graphite2-1.3.13-h7fd3ca4_1001
2021-02-17T13:13:31.1483342Z   graphviz           conda-forge/linux-aarch64::graphviz-2.46.1-h4a260bf_3
2021-02-17T13:13:31.1484063Z   gtk2               conda-forge/linux-aarch64::gtk2-2.24.33-h5901319_0
2021-02-17T13:13:31.1484775Z   gts                conda-forge/linux-aarch64::gts-0.7.6-hb6842a0_2
2021-02-17T13:13:31.1485721Z   harfbuzz           conda-forge/linux-aarch64::harfbuzz-2.7.4-h2882fbd_0
2021-02-17T13:13:31.1486512Z   icu                conda-forge/linux-aarch64::icu-68.1-h884eca8_0
2021-02-17T13:13:31.1487243Z   libgd              conda-forge/linux-aarch64::libgd-2.3.0-h5967703_1
2021-02-17T13:13:31.1488645Z   libglib            conda-forge/linux-aarch64::libglib-2.66.7-hf7ca860_0
2021-02-17T13:13:31.1489415Z   libiconv           conda-forge/linux-aarch64::libiconv-1.16-h6dd45c4_0
2021-02-17T13:13:31.1490307Z   librsvg            conda-forge/linux-aarch64::librsvg-2.50.3-h177d147_1
2021-02-17T13:13:31.1491427Z   libtool            conda-forge/linux-aarch64::libtool-2.4.6-h7fd3ca4_1007
2021-02-17T13:13:31.1492214Z   libuuid            conda-forge/linux-aarch64::libuuid-2.32.1-hf897c2e_1000
2021-02-17T13:13:31.1492997Z   libwebp            conda-forge/linux-aarch64::libwebp-1.2.0-h21830e5_0
2021-02-17T13:13:31.1493751Z   libxcb             conda-forge/linux-aarch64::libxcb-1.13-h3557bc0_1003
2021-02-17T13:13:31.1494516Z   libxml2            conda-forge/linux-aarch64::libxml2-2.9.10-hd674cf7_3
2021-02-17T13:13:31.1495576Z   pango              conda-forge/linux-aarch64::pango-1.42.4-h128d24a_5
2021-02-17T13:13:31.1496281Z   pcre               conda-forge/linux-aarch64::pcre-8.44-he1b5a44_0
2021-02-17T13:13:31.1496971Z   pixman             conda-forge/linux-aarch64::pixman-0.40.0-hb9de7d4_0
2021-02-17T13:13:31.1497700Z   pthread-stubs      conda-forge/linux-aarch64::pthread-stubs-0.4-hb9de7d4_1001
2021-02-17T13:13:31.1498434Z   python-graphviz    conda-forge/noarch::python-graphviz-0.16-pyh243d235_2
2021-02-17T13:13:31.1499165Z   xorg-kbproto       conda-forge/linux-aarch64::xorg-kbproto-1.0.7-h3557bc0_1002
2021-02-17T13:13:31.1499939Z   xorg-libice        conda-forge/linux-aarch64::xorg-libice-1.0.10-h6dd45c4_0
2021-02-17T13:13:31.1500822Z   xorg-libsm         conda-forge/linux-aarch64::xorg-libsm-1.2.3-h074380e_1000
2021-02-17T13:13:31.1501612Z   xorg-libx11        conda-forge/linux-aarch64::xorg-libx11-1.6.12-h6dd45c4_0
2021-02-17T13:13:31.1502350Z   xorg-libxau        conda-forge/linux-aarch64::xorg-libxau-1.0.9-h3557bc0_0
2021-02-17T13:13:31.1503081Z   xorg-libxdmcp      conda-forge/linux-aarch64::xorg-libxdmcp-1.1.3-h3557bc0_0
2021-02-17T13:13:31.1503792Z   xorg-libxext       conda-forge/linux-aarch64::xorg-libxext-1.3.4-h6dd45c4_0
2021-02-17T13:13:31.1504534Z   xorg-libxrender    conda-forge/linux-aarch64::xorg-libxrender-0.9.10-h6dd45c4_1002
2021-02-17T13:13:31.1505288Z   xorg-renderproto   conda-forge/linux-aarch64::xorg-renderproto-0.11.1-hda93590_1002
2021-02-17T13:13:31.1506043Z   xorg-xextproto     conda-forge/linux-aarch64::xorg-xextproto-7.3.0-h3557bc0_1002
2021-02-17T13:13:31.1506934Z   xorg-xproto        conda-forge/linux-aarch64::xorg-xproto-7.0.31-h3557bc0_1007
2021-02-17T13:13:31.1507299Z 
2021-02-17T13:13:31.1507485Z 
2021-02-17T13:13:33.9136496Z Preparing transaction: ...working... done
2021-02-17T13:13:44.0144593Z Verifying transaction: ...working... done
2021-02-17T13:14:02.7286806Z Executing transaction: ...working... 
2021-02-17T13:14:02.7287650Z 
2021-02-17T13:14:02.7288036Z done
2021-02-17T13:14:06.9585529Z running bdist_wheel
2021-02-17T13:14:07.0178593Z running build
2021-02-17T13:14:07.0179599Z running build_py
2021-02-17T13:14:07.1798406Z creating build
2021-02-17T13:14:07.1799089Z creating build/lib
2021-02-17T13:14:07.1799411Z creating build/lib/lightgbm
2021-02-17T13:14:07.1800400Z copying lightgbm/__init__.py -> build/lib/lightgbm
2021-02-17T13:14:07.1807956Z copying lightgbm/plotting.py -> build/lib/lightgbm
2021-02-17T13:14:07.1822157Z copying lightgbm/basic.py -> build/lib/lightgbm
2021-02-17T13:14:07.1837302Z copying lightgbm/engine.py -> build/lib/lightgbm
2021-02-17T13:14:07.1850280Z copying lightgbm/compat.py -> build/lib/lightgbm
2021-02-17T13:14:07.1861092Z copying lightgbm/dask.py -> build/lib/lightgbm
2021-02-17T13:14:07.1875031Z copying lightgbm/sklearn.py -> build/lib/lightgbm
2021-02-17T13:14:07.1887172Z copying lightgbm/libpath.py -> build/lib/lightgbm
2021-02-17T13:14:07.9575675Z copying lightgbm/callback.py -> build/lib/lightgbm
2021-02-17T13:14:07.9577858Z running egg_info
2021-02-17T13:14:07.9578880Z creating lightgbm.egg-info
2021-02-17T13:14:07.9580044Z writing lightgbm.egg-info/PKG-INFO
2021-02-17T13:14:07.9581058Z writing dependency_links to lightgbm.egg-info/dependency_links.txt
2021-02-17T13:14:07.9582262Z writing requirements to lightgbm.egg-info/requires.txt
2021-02-17T13:14:07.9584123Z writing top-level names to lightgbm.egg-info/top_level.txt
2021-02-17T13:14:07.9585681Z writing manifest file 'lightgbm.egg-info/SOURCES.txt'
2021-02-17T13:14:07.9587229Z reading manifest file 'lightgbm.egg-info/SOURCES.txt'
2021-02-17T13:14:07.9588729Z reading manifest template 'MANIFEST.in'
2021-02-17T13:14:07.9589741Z no previously-included directories found matching 'build'
2021-02-17T13:14:07.9590749Z warning: no files found matching 'LICENSE'
2021-02-17T13:14:07.9591887Z warning: no files found matching '*.txt'
2021-02-17T13:14:07.9593556Z warning: no files found matching '*.so' under directory 'lightgbm'
2021-02-17T13:14:07.9596694Z warning: no files found matching 'compile/CMakeLists.txt'
2021-02-17T13:14:07.9597670Z warning: no files found matching 'compile/CMakeIntegratedOpenCL.cmake'
2021-02-17T13:14:07.9598426Z warning: no files found matching '*.so' under directory 'compile'
2021-02-17T13:14:07.9599243Z warning: no files found matching '*.dll' under directory 'compile/Release'
2021-02-17T13:14:07.9600382Z warning: no files found matching 'compile/external_libs/compute/CMakeLists.txt'
2021-02-17T13:14:07.9601359Z warning: no files found matching '*' under directory 'compile/external_libs/compute/cmake'
2021-02-17T13:14:07.9602207Z warning: no files found matching '*' under directory 'compile/external_libs/compute/include'
2021-02-17T13:14:07.9603047Z warning: no files found matching '*' under directory 'compile/external_libs/compute/meta'
2021-02-17T13:14:07.9604044Z warning: no files found matching 'compile/external_libs/eigen/CMakeLists.txt'
2021-02-17T13:14:07.9604842Z warning: no files found matching 'compile/external_libs/eigen/Eigen/Cholesky'
2021-02-17T13:14:07.9605850Z warning: no files found matching 'compile/external_libs/eigen/Eigen/Core'
2021-02-17T13:14:07.9606744Z warning: no files found matching 'compile/external_libs/eigen/Eigen/Dense'
2021-02-17T13:14:07.9607867Z warning: no files found matching 'compile/external_libs/eigen/Eigen/Eigenvalues'
2021-02-17T13:14:07.9608636Z warning: no files found matching 'compile/external_libs/eigen/Eigen/Geometry'
2021-02-17T13:14:07.9609395Z warning: no files found matching 'compile/external_libs/eigen/Eigen/Householder'
2021-02-17T13:14:07.9610391Z warning: no files found matching 'compile/external_libs/eigen/Eigen/Jacobi'
2021-02-17T13:14:07.9611471Z warning: no files found matching 'compile/external_libs/eigen/Eigen/LU'
2021-02-17T13:14:07.9612798Z warning: no files found matching 'compile/external_libs/eigen/Eigen/QR'
2021-02-17T13:14:07.9614051Z warning: no files found matching 'compile/external_libs/eigen/Eigen/SVD'
2021-02-17T13:14:07.9614932Z warning: no files found matching '*' under directory 'compile/external_libs/eigen/Eigen/src/Cholesky'
2021-02-17T13:14:07.9615979Z warning: no files found matching '*' under directory 'compile/external_libs/eigen/Eigen/src/Core'
2021-02-17T13:14:07.9616993Z warning: no files found matching '*' under directory 'compile/external_libs/eigen/Eigen/src/Eigenvalues'
2021-02-17T13:14:07.9618005Z warning: no files found matching '*' under directory 'compile/external_libs/eigen/Eigen/src/Geometry'
2021-02-17T13:14:07.9619249Z warning: no files found matching '*' under directory 'compile/external_libs/eigen/Eigen/src/Householder'
2021-02-17T13:14:07.9620124Z warning: no files found matching '*' under directory 'compile/external_libs/eigen/Eigen/src/Jacobi'
2021-02-17T13:14:07.9621186Z warning: no files found matching '*' under directory 'compile/external_libs/eigen/Eigen/src/LU'
2021-02-17T13:14:07.9622053Z warning: no files found matching '*' under directory 'compile/external_libs/eigen/Eigen/src/misc'
2021-02-17T13:14:07.9623210Z warning: no files found matching '*' under directory 'compile/external_libs/eigen/Eigen/src/plugins'
2021-02-17T13:14:07.9624033Z warning: no files found matching '*' under directory 'compile/external_libs/eigen/Eigen/src/QR'
2021-02-17T13:14:07.9624852Z warning: no files found matching '*' under directory 'compile/external_libs/eigen/Eigen/src/SVD'
2021-02-17T13:14:07.9625657Z warning: no files found matching 'compile/external_libs/fast_double_parser/CMakeLists.txt'
2021-02-17T13:14:07.9626611Z warning: no files found matching 'compile/external_libs/fast_double_parser/LICENSE'
2021-02-17T13:14:07.9627424Z warning: no files found matching 'compile/external_libs/fast_double_parser/LICENSE.BSL'
2021-02-17T13:14:07.9628256Z warning: no files found matching '*' under directory 'compile/external_libs/fast_double_parser/include'
2021-02-17T13:14:07.9629051Z warning: no files found matching 'compile/external_libs/fmt/CMakeLists.txt'
2021-02-17T13:14:07.9629800Z warning: no files found matching 'compile/external_libs/fmt/LICENSE.rst'
2021-02-17T13:14:07.9630558Z warning: no files found matching '*' under directory 'compile/external_libs/fmt/include'
2021-02-17T13:14:07.9631329Z warning: no files found matching '*' under directory 'compile/include'
2021-02-17T13:14:07.9632062Z warning: no files found matching '*' under directory 'compile/src'
2021-02-17T13:14:07.9632820Z warning: no files found matching 'LightGBM.sln' under directory 'compile/windows'
2021-02-17T13:14:07.9633741Z warning: no files found matching 'LightGBM.vcxproj' under directory 'compile/windows'
2021-02-17T13:14:07.9634525Z warning: no files found matching '*.dll' under directory 'compile/windows/x64/DLL'
2021-02-17T13:14:07.9635300Z warning: no previously-included files matching '*.py[co]' found anywhere in distribution
2021-02-17T13:14:07.9636297Z warning: no previously-included files found matching 'compile/external_libs/compute/.git'
2021-02-17T13:14:07.9637011Z writing manifest file 'lightgbm.egg-info/SOURCES.txt'
2021-02-17T13:14:07.9637679Z copying lightgbm/VERSION.txt -> build/lib/lightgbm
2021-02-17T13:14:07.9638333Z installing to build/bdist.linux-aarch64/wheel
2021-02-17T13:14:07.9638787Z running install
2021-02-17T13:14:09.0821404Z INFO:LightGBM:Starting to compile the library.
2021-02-17T13:14:09.0828106Z INFO:LightGBM:Starting to compile with CMake.
2021-02-17T13:27:59.0285226Z running install_lib
2021-02-17T13:27:59.0370966Z creating build/bdist.linux-aarch64
2021-02-17T13:27:59.0372375Z creating build/bdist.linux-aarch64/wheel
2021-02-17T13:27:59.0373631Z creating build/bdist.linux-aarch64/wheel/lightgbm
2021-02-17T13:27:59.0375087Z copying build/lib/lightgbm/__init__.py -> build/bdist.linux-aarch64/wheel/lightgbm
2021-02-17T13:27:59.0376148Z copying build/lib/lightgbm/plotting.py -> build/bdist.linux-aarch64/wheel/lightgbm
2021-02-17T13:27:59.0378190Z copying build/lib/lightgbm/basic.py -> build/bdist.linux-aarch64/wheel/lightgbm
2021-02-17T13:27:59.0381523Z copying build/lib/lightgbm/engine.py -> build/bdist.linux-aarch64/wheel/lightgbm
2021-02-17T13:27:59.0382206Z copying build/lib/lightgbm/compat.py -> build/bdist.linux-aarch64/wheel/lightgbm
2021-02-17T13:27:59.0382828Z copying build/lib/lightgbm/VERSION.txt -> build/bdist.linux-aarch64/wheel/lightgbm
2021-02-17T13:27:59.0391082Z copying build/lib/lightgbm/dask.py -> build/bdist.linux-aarch64/wheel/lightgbm
2021-02-17T13:27:59.0403016Z copying build/lib/lightgbm/sklearn.py -> build/bdist.linux-aarch64/wheel/lightgbm
2021-02-17T13:27:59.0414651Z copying build/lib/lightgbm/libpath.py -> build/bdist.linux-aarch64/wheel/lightgbm
2021-02-17T13:27:59.0424975Z copying build/lib/lightgbm/callback.py -> build/bdist.linux-aarch64/wheel/lightgbm
2021-02-17T13:27:59.0526477Z INFO:LightGBM:Installing lib_lightgbm from: ['compile/lib_lightgbm.so']
2021-02-17T13:27:59.0532706Z copying compile/lib_lightgbm.so -> build/bdist.linux-aarch64/wheel/lightgbm
2021-02-17T13:27:59.0689522Z running install_egg_info
2021-02-17T13:27:59.0862972Z Copying lightgbm.egg-info to build/bdist.linux-aarch64/wheel/lightgbm-3.1.1.99-py3.9.egg-info
2021-02-17T13:27:59.0949012Z running install_scripts
2021-02-17T13:27:59.3605433Z adding license file "LICENSE" (matched pattern "LICEN[CS]E*")
2021-02-17T13:27:59.3671137Z creating build/bdist.linux-aarch64/wheel/lightgbm-3.1.1.99.dist-info/WHEEL
2021-02-17T13:27:59.3705630Z creating 'dist/lightgbm-3.1.1.99-py3-none-manylinux2014_aarch64.whl' and adding 'build/bdist.linux-aarch64/wheel' to it
2021-02-17T13:27:59.3781224Z adding 'lightgbm/VERSION.txt'
2021-02-17T13:27:59.3827894Z adding 'lightgbm/__init__.py'
2021-02-17T13:27:59.4019536Z adding 'lightgbm/basic.py'
2021-02-17T13:27:59.4085369Z adding 'lightgbm/callback.py'
2021-02-17T13:27:59.4118170Z adding 'lightgbm/compat.py'
2021-02-17T13:27:59.4152688Z adding 'lightgbm/dask.py'
2021-02-17T13:27:59.4200288Z adding 'lightgbm/engine.py'
2021-02-17T13:28:00.2425789Z adding 'lightgbm/lib_lightgbm.so'
2021-02-17T13:28:00.3510723Z adding 'lightgbm/libpath.py'
2021-02-17T13:28:00.3540513Z adding 'lightgbm/plotting.py'
2021-02-17T13:28:00.3615257Z adding 'lightgbm/sklearn.py'
2021-02-17T13:28:00.3650903Z adding 'lightgbm-3.1.1.99.dist-info/LICENSE'
2021-02-17T13:28:00.3673893Z adding 'lightgbm-3.1.1.99.dist-info/METADATA'
2021-02-17T13:28:00.3688703Z adding 'lightgbm-3.1.1.99.dist-info/WHEEL'
2021-02-17T13:28:00.3700024Z adding 'lightgbm-3.1.1.99.dist-info/top_level.txt'
2021-02-17T13:28:00.3728544Z adding 'lightgbm-3.1.1.99.dist-info/RECORD'
2021-02-17T13:28:00.3743915Z removing build/bdist.linux-aarch64/wheel
2021-02-17T13:28:04.0833674Z Processing ./dist/lightgbm-3.1.1.99-py3-none-manylinux2014_aarch64.whl
2021-02-17T13:28:04.2005704Z Requirement already satisfied: scipy in /root/miniconda/envs/test-env/lib/python3.9/site-packages (from lightgbm==3.1.1.99) (1.6.0)
2021-02-17T13:28:04.2091761Z Requirement already satisfied: scikit-learn!=0.22.0 in /root/miniconda/envs/test-env/lib/python3.9/site-packages (from lightgbm==3.1.1.99) (0.24.1)
2021-02-17T13:28:04.2138010Z Requirement already satisfied: numpy in /root/miniconda/envs/test-env/lib/python3.9/site-packages (from lightgbm==3.1.1.99) (1.20.1)
2021-02-17T13:28:04.2193260Z Requirement already satisfied: wheel in /root/miniconda/envs/test-env/lib/python3.9/site-packages (from lightgbm==3.1.1.99) (0.36.2)
2021-02-17T13:28:04.5796154Z Requirement already satisfied: joblib>=0.11 in /root/miniconda/envs/test-env/lib/python3.9/site-packages (from scikit-learn!=0.22.0->lightgbm==3.1.1.99) (1.0.1)
2021-02-17T13:28:04.5888980Z Requirement already satisfied: threadpoolctl>=2.0.0 in /root/miniconda/envs/test-env/lib/python3.9/site-packages (from scikit-learn!=0.22.0->lightgbm==3.1.1.99) (2.1.0)
2021-02-17T13:28:06.5207405Z Installing collected packages: lightgbm
2021-02-17T13:28:07.2367067Z Successfully installed lightgbm-3.1.1.99
2021-02-17T13:28:30.3510264Z ============================= test session starts ==============================
2021-02-17T13:28:30.3512473Z platform linux -- Python 3.9.1, pytest-6.2.2, py-1.10.0, pluggy-0.13.1
2021-02-17T13:28:30.3513305Z rootdir: /LightGBM
2021-02-17T13:28:30.3513939Z collected 310 items
2021-02-17T13:28:30.3514420Z 
2021-02-17T13:28:37.0496371Z ../tests/c_api_test/test_.py ..                                          [  0%]
2021-02-17T13:28:42.4599001Z ../tests/python_package_test/test_basic.py .............                 [  4%]
2021-02-17T13:40:10.8210345Z ../tests/python_package_test/test_consistency.py ......                  [  6%]
2021-02-17T13:43:49.4817350Z ../tests/python_package_test/test_dask.py xxxxxxxxxxxxxxxxxxxxxxxxxxxxxx [ 16%]
2021-02-17T14:04:50.2005991Z xxxxxxxxxxxxxxxx...................xxxxxxxxxxxxxx...........             [ 35%]
2021-02-17T14:04:50.2089357Z ../tests/python_package_test/test_dual.py s                              [ 36%]
2021-02-17T14:07:59.5358306Z ../tests/python_package_test/test_engine.py ............................ [ 45%]
2021-02-17T14:24:29.9748328Z ........................................                                 [ 58%]
2021-02-17T14:24:42.2407639Z ../tests/python_package_test/test_plotting.py .....                      [ 59%]
2021-02-17T14:25:45.2382341Z ../tests/python_package_test/test_sklearn.py ........................... [ 68%]
2021-02-17T14:27:21.5874404Z ......x.............................................x................... [ 91%]
2021-02-17T14:28:45.1602081Z .......................ss                                                [ 99%]
2021-02-17T14:28:45.5037161Z ../tests/python_package_test/test_utilities.py .                         [100%]
2021-02-17T14:28:45.5041671Z 
2021-02-17T14:28:45.5042238Z =============================== warnings summary ===============================
2021-02-17T14:28:45.5042970Z tests/python_package_test/test_basic.py::test_basic
2021-02-17T14:28:45.5043460Z tests/python_package_test/test_engine.py::test_reference_chain
2021-02-17T14:28:45.5043973Z tests/python_package_test/test_engine.py::test_init_with_subset
2021-02-17T14:28:45.5044473Z tests/python_package_test/test_engine.py::test_fpreproc
2021-02-17T14:28:45.5044985Z tests/python_package_test/test_engine.py::test_dataset_params_with_reference
2021-02-17T14:28:45.5047022Z   /root/.local/lib/python3.9/site-packages/lightgbm/basic.py:1417: UserWarning: Overriding the parameters from Reference Dataset.
2021-02-17T14:28:45.5048039Z     _log_warning('Overriding the parameters from Reference Dataset.')
2021-02-17T14:28:45.5048443Z 
2021-02-17T14:28:45.5048898Z tests/python_package_test/test_basic.py::test_add_features_equal_data_on_alternating_used_unused
2021-02-17T14:28:45.5049656Z tests/python_package_test/test_basic.py::test_add_features_same_booster_behaviour
2021-02-17T14:28:45.5050208Z tests/python_package_test/test_engine.py::test_sliced_data
2021-02-17T14:28:45.5050723Z tests/python_package_test/test_engine.py::test_monotone_penalty_max
2021-02-17T14:28:45.5051275Z tests/python_package_test/test_engine.py::test_forced_bins
2021-02-17T14:28:45.5052280Z   /root/.local/lib/python3.9/site-packages/lightgbm/basic.py:432: UserWarning: Usage of np.ndarray subset (sliced data) is not recommended due to it will double the peak memory cost in LightGBM.
2021-02-17T14:28:45.5053402Z     _log_warning("Usage of np.ndarray subset (sliced data) is not recommended "
2021-02-17T14:28:45.5053763Z 
2021-02-17T14:28:45.5054206Z tests/python_package_test/test_basic.py::test_add_features_equal_data_on_alternating_used_unused
2021-02-17T14:28:45.5054796Z tests/python_package_test/test_basic.py::test_add_features_same_booster_behaviour
2021-02-17T14:28:45.5055363Z tests/python_package_test/test_basic.py::test_add_features_from_different_sources
2021-02-17T14:28:45.5056316Z   /root/.local/lib/python3.9/site-packages/lightgbm/basic.py:2113: UserWarning: Cannot add features from NoneType type of raw data to NoneType type of raw data.
2021-02-17T14:28:45.5057454Z   Set free_raw_data=False when construct Dataset to avoid this
2021-02-17T14:28:45.5057895Z     _log_warning(err_msg)
2021-02-17T14:28:45.5058163Z 
2021-02-17T14:28:45.5058592Z tests/python_package_test/test_basic.py::test_add_features_equal_data_on_alternating_used_unused
2021-02-17T14:28:45.5059176Z tests/python_package_test/test_basic.py::test_add_features_same_booster_behaviour
2021-02-17T14:28:45.5059723Z tests/python_package_test/test_basic.py::test_add_features_from_different_sources
2021-02-17T14:28:45.5060568Z   /root/.local/lib/python3.9/site-packages/lightgbm/basic.py:2115: UserWarning: Reseting categorical features.
2021-02-17T14:28:45.5061209Z   You can set new categorical features via ``set_categorical_feature`` method
2021-02-17T14:28:45.5061712Z     _log_warning("Reseting categorical features.\n"
2021-02-17T14:28:45.5071435Z 
2021-02-17T14:28:45.5071959Z tests/python_package_test/test_basic.py::test_add_features_from_different_sources
2021-02-17T14:28:45.5073213Z   /root/.local/lib/python3.9/site-packages/lightgbm/basic.py:2113: UserWarning: Cannot add features from list type of raw data to ndarray type of raw data.
2021-02-17T14:28:45.5073937Z   Freeing raw data
2021-02-17T14:28:45.5074351Z     _log_warning(err_msg)
2021-02-17T14:28:45.5074601Z 
2021-02-17T14:28:45.5075039Z tests/python_package_test/test_basic.py::test_add_features_from_different_sources
2021-02-17T14:28:45.5076111Z   /root/.local/lib/python3.9/site-packages/lightgbm/basic.py:2113: UserWarning: Cannot add features from list type of raw data to csr_matrix type of raw data.
2021-02-17T14:28:45.5076754Z   Freeing raw data
2021-02-17T14:28:45.5077146Z     _log_warning(err_msg)
2021-02-17T14:28:45.5077385Z 
2021-02-17T14:28:45.5077809Z tests/python_package_test/test_basic.py::test_add_features_from_different_sources
2021-02-17T14:28:45.5078953Z   /root/.local/lib/python3.9/site-packages/lightgbm/basic.py:2113: UserWarning: Cannot add features from list type of raw data to DataFrame type of raw data.
2021-02-17T14:28:45.5079607Z   Freeing raw data
2021-02-17T14:28:45.5079984Z     _log_warning(err_msg)
2021-02-17T14:28:45.5080238Z 
2021-02-17T14:28:45.5080613Z tests/python_package_test/test_consistency.py: 10 warnings
2021-02-17T14:28:45.5081598Z   /root/.local/lib/python3.9/site-packages/lightgbm/engine.py:148: UserWarning: Found `num_trees` in params. Will use it instead of argument
2021-02-17T14:28:45.5082308Z     _log_warning("Found `{}` in params. Will use it instead of argument".format(alias))
2021-02-17T14:28:45.5082641Z 
2021-02-17T14:28:45.5083041Z tests/python_package_test/test_consistency.py: 10 warnings
2021-02-17T14:28:45.5083887Z   /root/.local/lib/python3.9/site-packages/lightgbm/basic.py:1206: UserWarning: data keyword has been found in `params` and will be ignored.
2021-02-17T14:28:45.5084581Z   Please use data argument of the Dataset constructor to pass this parameter.
2021-02-17T14:28:45.5085308Z     _log_warning('{0} keyword has been found in `params` and will be ignored.\n'
2021-02-17T14:28:45.5086024Z 
2021-02-17T14:28:45.5086826Z tests/python_package_test/test_dask.py::test_model_and_local_version_are_picklable_whether_or_not_client_set_explicitly[True-classification-pickle]
2021-02-17T14:28:45.5088080Z   /root/miniconda/envs/test-env/lib/python3.9/site-packages/distributed/node.py:151: UserWarning: Port 8787 is already in use.
2021-02-17T14:28:45.5088727Z   Perhaps you already have a cluster running?
2021-02-17T14:28:45.5089359Z   Hosting the HTTP server on port 41263 instead
2021-02-17T14:28:45.5089790Z     warnings.warn(
2021-02-17T14:28:45.5090031Z 
2021-02-17T14:28:45.5090830Z tests/python_package_test/test_dask.py::test_model_and_local_version_are_picklable_whether_or_not_client_set_explicitly[True-classification-pickle]
2021-02-17T14:28:45.5092012Z   /root/miniconda/envs/test-env/lib/python3.9/site-packages/distributed/node.py:151: UserWarning: Port 8787 is already in use.
2021-02-17T14:28:45.5092982Z   Perhaps you already have a cluster running?
2021-02-17T14:28:45.5093436Z   Hosting the HTTP server on port 42563 instead
2021-02-17T14:28:45.5093843Z     warnings.warn(
2021-02-17T14:28:45.5094070Z 
2021-02-17T14:28:45.5094452Z tests/python_package_test/test_dask.py: 36 warnings
2021-02-17T14:28:45.5095508Z   /root/miniconda/envs/test-env/lib/python3.9/site-packages/distributed/deploy/spec.py:335: DeprecationWarning: The explicit passing of coroutine objects to asyncio.wait() is deprecated since Python 3.8, and scheduled for removal in Python 3.11.
2021-02-17T14:28:45.5096309Z     await asyncio.wait(tasks)
2021-02-17T14:28:45.5096570Z 
2021-02-17T14:28:45.5097330Z tests/python_package_test/test_dask.py::test_model_and_local_version_are_picklable_whether_or_not_client_set_explicitly[True-classification-joblib]
2021-02-17T14:28:45.5098476Z   /root/miniconda/envs/test-env/lib/python3.9/site-packages/distributed/node.py:151: UserWarning: Port 8787 is already in use.
2021-02-17T14:28:45.5099122Z   Perhaps you already have a cluster running?
2021-02-17T14:28:45.5099581Z   Hosting the HTTP server on port 40803 instead
2021-02-17T14:28:45.5099992Z     warnings.warn(
2021-02-17T14:28:45.5100226Z 
2021-02-17T14:28:45.5101038Z tests/python_package_test/test_dask.py::test_model_and_local_version_are_picklable_whether_or_not_client_set_explicitly[True-classification-joblib]
2021-02-17T14:28:45.5102207Z   /root/miniconda/envs/test-env/lib/python3.9/site-packages/distributed/node.py:151: UserWarning: Port 8787 is already in use.
2021-02-17T14:28:45.5102808Z   Perhaps you already have a cluster running?
2021-02-17T14:28:45.5103251Z   Hosting the HTTP server on port 42697 instead
2021-02-17T14:28:45.5103653Z     warnings.warn(
2021-02-17T14:28:45.5103881Z 
2021-02-17T14:28:45.5104641Z tests/python_package_test/test_dask.py::test_model_and_local_version_are_picklable_whether_or_not_client_set_explicitly[True-classification-cloudpickle]
2021-02-17T14:28:45.5105992Z   /root/miniconda/envs/test-env/lib/python3.9/site-packages/distributed/node.py:151: UserWarning: Port 8787 is already in use.
2021-02-17T14:28:45.5106646Z   Perhaps you already have a cluster running?
2021-02-17T14:28:45.5107087Z   Hosting the HTTP server on port 35989 instead
2021-02-17T14:28:45.5107503Z     warnings.warn(
2021-02-17T14:28:45.5107731Z 
2021-02-17T14:28:45.5108672Z tests/python_package_test/test_dask.py::test_model_and_local_version_are_picklable_whether_or_not_client_set_explicitly[True-classification-cloudpickle]
2021-02-17T14:28:45.5109851Z   /root/miniconda/envs/test-env/lib/python3.9/site-packages/distributed/node.py:151: UserWarning: Port 8787 is already in use.
2021-02-17T14:28:45.5110486Z   Perhaps you already have a cluster running?
2021-02-17T14:28:45.5110927Z   Hosting the HTTP server on port 44191 instead
2021-02-17T14:28:45.5111346Z     warnings.warn(
2021-02-17T14:28:45.5111597Z 
2021-02-17T14:28:45.5112705Z tests/python_package_test/test_dask.py::test_model_and_local_version_are_picklable_whether_or_not_client_set_explicitly[True-regression-pickle]
2021-02-17T14:28:45.5113718Z   /root/miniconda/envs/test-env/lib/python3.9/site-packages/distributed/node.py:151: UserWarning: Port 8787 is already in use.
2021-02-17T14:28:45.5114349Z   Perhaps you already have a cluster running?
2021-02-17T14:28:45.5114810Z   Hosting the HTTP server on port 36483 instead
2021-02-17T14:28:45.5115430Z     warnings.warn(
2021-02-17T14:28:45.5115843Z 
2021-02-17T14:28:45.5116587Z tests/python_package_test/test_dask.py::test_model_and_local_version_are_picklable_whether_or_not_client_set_explicitly[True-regression-pickle]
2021-02-17T14:28:45.5117593Z   /root/miniconda/envs/test-env/lib/python3.9/site-packages/distributed/node.py:151: UserWarning: Port 8787 is already in use.
2021-02-17T14:28:45.5118226Z   Perhaps you already have a cluster running?
2021-02-17T14:28:45.5118832Z   Hosting the HTTP server on port 39307 instead
2021-02-17T14:28:45.5120817Z     warnings.warn(
2021-02-17T14:28:45.5121357Z 
2021-02-17T14:28:45.5122606Z tests/python_package_test/test_dask.py::test_model_and_local_version_are_picklable_whether_or_not_client_set_explicitly[True-regression-joblib]
2021-02-17T14:28:45.5123874Z   /root/miniconda/envs/test-env/lib/python3.9/site-packages/distributed/node.py:151: UserWarning: Port 8787 is already in use.
2021-02-17T14:28:45.5125215Z   Perhaps you already have a cluster running?
2021-02-17T14:28:45.5126170Z   Hosting the HTTP server on port 39153 instead
2021-02-17T14:28:45.5126983Z     warnings.warn(
2021-02-17T14:28:45.5127233Z 
2021-02-17T14:28:45.5128083Z tests/python_package_test/test_dask.py::test_model_and_local_version_are_picklable_whether_or_not_client_set_explicitly[True-regression-joblib]
2021-02-17T14:28:45.5129465Z   /root/miniconda/envs/test-env/lib/python3.9/site-packages/distributed/node.py:151: UserWarning: Port 8787 is already in use.
2021-02-17T14:28:45.5130294Z   Perhaps you already have a cluster running?
2021-02-17T14:28:45.5131011Z   Hosting the HTTP server on port 38363 instead
2021-02-17T14:28:45.5131457Z     warnings.warn(
2021-02-17T14:28:45.5131706Z 
2021-02-17T14:28:45.5132527Z tests/python_package_test/test_dask.py::test_model_and_local_version_are_picklable_whether_or_not_client_set_explicitly[True-regression-cloudpickle]
2021-02-17T14:28:45.5133993Z   /root/miniconda/envs/test-env/lib/python3.9/site-packages/distributed/node.py:151: UserWarning: Port 8787 is already in use.
2021-02-17T14:28:45.5134868Z   Perhaps you already have a cluster running?
2021-02-17T14:28:45.5135573Z   Hosting the HTTP server on port 42379 instead
2021-02-17T14:28:45.5137509Z     warnings.warn(
2021-02-17T14:28:45.5137846Z 
2021-02-17T14:28:45.5138929Z tests/python_package_test/test_dask.py::test_model_and_local_version_are_picklable_whether_or_not_client_set_explicitly[True-regression-cloudpickle]
2021-02-17T14:28:45.5140194Z   /root/miniconda/envs/test-env/lib/python3.9/site-packages/distributed/node.py:151: UserWarning: Port 8787 is already in use.
2021-02-17T14:28:45.5141064Z   Perhaps you already have a cluster running?
2021-02-17T14:28:45.5141571Z   Hosting the HTTP server on port 35623 instead
2021-02-17T14:28:45.5141995Z     warnings.warn(
2021-02-17T14:28:45.5142259Z 
2021-02-17T14:28:45.5143063Z tests/python_package_test/test_dask.py::test_model_and_local_version_are_picklable_whether_or_not_client_set_explicitly[True-ranking-pickle]
2021-02-17T14:28:45.5144301Z   /root/miniconda/envs/test-env/lib/python3.9/site-packages/distributed/node.py:151: UserWarning: Port 8787 is already in use.
2021-02-17T14:28:45.5144950Z   Perhaps you already have a cluster running?
2021-02-17T14:28:45.5145706Z   Hosting the HTTP server on port 35973 instead
2021-02-17T14:28:45.5146132Z     warnings.warn(
2021-02-17T14:28:45.5146397Z 
2021-02-17T14:28:45.5147178Z tests/python_package_test/test_dask.py::test_model_and_local_version_are_picklable_whether_or_not_client_set_explicitly[True-ranking-pickle]
2021-02-17T14:28:45.5148245Z   /root/miniconda/envs/test-env/lib/python3.9/site-packages/distributed/node.py:151: UserWarning: Port 8787 is already in use.
2021-02-17T14:28:45.5148931Z   Perhaps you already have a cluster running?
2021-02-17T14:28:45.5149424Z   Hosting the HTTP server on port 39499 instead
2021-02-17T14:28:45.5150172Z     warnings.warn(
2021-02-17T14:28:45.5169375Z 
2021-02-17T14:28:45.5170375Z tests/python_package_test/test_dask.py::test_model_and_local_version_are_picklable_whether_or_not_client_set_explicitly[True-ranking-joblib]
2021-02-17T14:28:45.5171466Z   /root/miniconda/envs/test-env/lib/python3.9/site-packages/distributed/node.py:151: UserWarning: Port 8787 is already in use.
2021-02-17T14:28:45.5172107Z   Perhaps you already have a cluster running?
2021-02-17T14:28:45.5172564Z   Hosting the HTTP server on port 41965 instead
2021-02-17T14:28:45.5173160Z     warnings.warn(
2021-02-17T14:28:45.5173397Z 
2021-02-17T14:28:45.5174165Z tests/python_package_test/test_dask.py::test_model_and_local_version_are_picklable_whether_or_not_client_set_explicitly[True-ranking-joblib]
2021-02-17T14:28:45.5175424Z   /root/miniconda/envs/test-env/lib/python3.9/site-packages/distributed/node.py:151: UserWarning: Port 8787 is already in use.
2021-02-17T14:28:45.5176057Z   Perhaps you already have a cluster running?
2021-02-17T14:28:45.5176674Z   Hosting the HTTP server on port 37067 instead
2021-02-17T14:28:45.5177081Z     warnings.warn(
2021-02-17T14:28:45.5177314Z 
2021-02-17T14:28:45.5178067Z tests/python_package_test/test_dask.py::test_model_and_local_version_are_picklable_whether_or_not_client_set_explicitly[True-ranking-cloudpickle]
2021-02-17T14:28:45.5179054Z   /root/miniconda/envs/test-env/lib/python3.9/site-packages/distributed/node.py:151: UserWarning: Port 8787 is already in use.
2021-02-17T14:28:45.5179657Z   Perhaps you already have a cluster running?
2021-02-17T14:28:45.5180113Z   Hosting the HTTP server on port 40079 instead
2021-02-17T14:28:45.5180524Z     warnings.warn(
2021-02-17T14:28:45.5180754Z 
2021-02-17T14:28:45.5181650Z tests/python_package_test/test_dask.py::test_model_and_local_version_are_picklable_whether_or_not_client_set_explicitly[True-ranking-cloudpickle]
2021-02-17T14:28:45.5182652Z   /root/miniconda/envs/test-env/lib/python3.9/site-packages/distributed/node.py:151: UserWarning: Port 8787 is already in use.
2021-02-17T14:28:45.5183272Z   Perhaps you already have a cluster running?
2021-02-17T14:28:45.5183702Z   Hosting the HTTP server on port 39085 instead
2021-02-17T14:28:45.5184148Z     warnings.warn(
2021-02-17T14:28:45.5184378Z 
2021-02-17T14:28:45.5185143Z tests/python_package_test/test_dask.py::test_model_and_local_version_are_picklable_whether_or_not_client_set_explicitly[False-classification-pickle]
2021-02-17T14:28:45.5186131Z   /root/miniconda/envs/test-env/lib/python3.9/site-packages/distributed/node.py:151: UserWarning: Port 8787 is already in use.
2021-02-17T14:28:45.5186745Z   Perhaps you already have a cluster running?
2021-02-17T14:28:45.5187179Z   Hosting the HTTP server on port 36941 instead
2021-02-17T14:28:45.5187757Z     warnings.warn(
2021-02-17T14:28:45.5188017Z 
2021-02-17T14:28:45.5188778Z tests/python_package_test/test_dask.py::test_model_and_local_version_are_picklable_whether_or_not_client_set_explicitly[False-classification-pickle]
2021-02-17T14:28:45.5189774Z   /root/miniconda/envs/test-env/lib/python3.9/site-packages/distributed/node.py:151: UserWarning: Port 8787 is already in use.
2021-02-17T14:28:45.5190388Z   Perhaps you already have a cluster running?
2021-02-17T14:28:45.5190840Z   Hosting the HTTP server on port 39163 instead
2021-02-17T14:28:45.5191229Z     warnings.warn(
2021-02-17T14:28:45.5191656Z 
2021-02-17T14:28:45.5192412Z tests/python_package_test/test_dask.py::test_model_and_local_version_are_picklable_whether_or_not_client_set_explicitly[False-classification-joblib]
2021-02-17T14:28:45.5193425Z   /root/miniconda/envs/test-env/lib/python3.9/site-packages/distributed/node.py:151: UserWarning: Port 8787 is already in use.
2021-02-17T14:28:45.5194056Z   Perhaps you already have a cluster running?
2021-02-17T14:28:45.5194519Z   Hosting the HTTP server on port 35351 instead
2021-02-17T14:28:45.5194923Z     warnings.warn(
2021-02-17T14:28:45.5195176Z 
2021-02-17T14:28:45.5196083Z tests/python_package_test/test_dask.py::test_model_and_local_version_are_picklable_whether_or_not_client_set_explicitly[False-classification-joblib]
2021-02-17T14:28:45.5197070Z   /root/miniconda/envs/test-env/lib/python3.9/site-packages/distributed/node.py:151: UserWarning: Port 8787 is already in use.
2021-02-17T14:28:45.5197721Z   Perhaps you already have a cluster running?
2021-02-17T14:28:45.5198166Z   Hosting the HTTP server on port 33475 instead
2021-02-17T14:28:45.5198571Z     warnings.warn(
2021-02-17T14:28:45.5198798Z 
2021-02-17T14:28:45.5199557Z tests/python_package_test/test_dask.py::test_model_and_local_version_are_picklable_whether_or_not_client_set_explicitly[False-classification-cloudpickle]
2021-02-17T14:28:45.5200540Z   /root/miniconda/envs/test-env/lib/python3.9/site-packages/distributed/node.py:151: UserWarning: Port 8787 is already in use.
2021-02-17T14:28:45.5201305Z   Perhaps you already have a cluster running?
2021-02-17T14:28:45.5201932Z   Hosting the HTTP server on port 41585 instead
2021-02-17T14:28:45.5202405Z     warnings.warn(
2021-02-17T14:28:45.5202638Z 
2021-02-17T14:28:45.5203435Z tests/python_package_test/test_dask.py::test_model_and_local_version_are_picklable_whether_or_not_client_set_explicitly[False-classification-cloudpickle]
2021-02-17T14:28:45.5204457Z   /root/miniconda/envs/test-env/lib/python3.9/site-packages/distributed/node.py:151: UserWarning: Port 8787 is already in use.
2021-02-17T14:28:45.5205074Z   Perhaps you already have a cluster running?
2021-02-17T14:28:45.5205683Z   Hosting the HTTP server on port 42421 instead
2021-02-17T14:28:45.5206198Z     warnings.warn(
2021-02-17T14:28:45.5206450Z 
2021-02-17T14:28:45.5207244Z tests/python_package_test/test_dask.py::test_model_and_local_version_are_picklable_whether_or_not_client_set_explicitly[False-regression-pickle]
2021-02-17T14:28:45.5208446Z   /root/miniconda/envs/test-env/lib/python3.9/site-packages/distributed/node.py:151: UserWarning: Port 8787 is already in use.
2021-02-17T14:28:45.5209105Z   Perhaps you already have a cluster running?
2021-02-17T14:28:45.5209557Z   Hosting the HTTP server on port 46161 instead
2021-02-17T14:28:45.5209987Z     warnings.warn(
2021-02-17T14:28:45.5210222Z 
2021-02-17T14:28:45.5211012Z tests/python_package_test/test_dask.py::test_model_and_local_version_are_picklable_whether_or_not_client_set_explicitly[False-regression-pickle]
2021-02-17T14:28:45.5212232Z   /root/miniconda/envs/test-env/lib/python3.9/site-packages/distributed/node.py:151: UserWarning: Port 8787 is already in use.
2021-02-17T14:28:45.5212868Z   Perhaps you already have a cluster running?
2021-02-17T14:28:45.5213314Z   Hosting the HTTP server on port 39579 instead
2021-02-17T14:28:45.5213733Z     warnings.warn(
2021-02-17T14:28:45.5213965Z 
2021-02-17T14:28:45.5214925Z tests/python_package_test/test_dask.py::test_model_and_local_version_are_picklable_whether_or_not_client_set_explicitly[False-regression-joblib]
2021-02-17T14:28:45.5216148Z   /root/miniconda/envs/test-env/lib/python3.9/site-packages/distributed/node.py:151: UserWarning: Port 8787 is already in use.
2021-02-17T14:28:45.5216815Z   Perhaps you already have a cluster running?
2021-02-17T14:28:45.5217292Z   Hosting the HTTP server on port 38795 instead
2021-02-17T14:28:45.5217857Z     warnings.warn(
2021-02-17T14:28:45.5218108Z 
2021-02-17T14:28:45.5218853Z tests/python_package_test/test_dask.py::test_model_and_local_version_are_picklable_whether_or_not_client_set_explicitly[False-regression-joblib]
2021-02-17T14:28:45.5219859Z   /root/miniconda/envs/test-env/lib/python3.9/site-packages/distributed/node.py:151: UserWarning: Port 8787 is already in use.
2021-02-17T14:28:45.5220490Z   Perhaps you already have a cluster running?
2021-02-17T14:28:45.5220948Z   Hosting the HTTP server on port 45863 instead
2021-02-17T14:28:45.5221350Z     warnings.warn(
2021-02-17T14:28:45.5221604Z 
2021-02-17T14:28:45.5222360Z tests/python_package_test/test_dask.py::test_model_and_local_version_are_picklable_whether_or_not_client_set_explicitly[False-regression-cloudpickle]
2021-02-17T14:28:45.5223754Z   /root/miniconda/envs/test-env/lib/python3.9/site-packages/distributed/node.py:151: UserWarning: Port 8787 is already in use.
2021-02-17T14:28:45.5224421Z   Perhaps you already have a cluster running?
2021-02-17T14:28:45.5224907Z   Hosting the HTTP server on port 43177 instead
2021-02-17T14:28:45.5225390Z     warnings.warn(
2021-02-17T14:28:45.5225642Z 
2021-02-17T14:28:45.5226609Z tests/python_package_test/test_dask.py::test_model_and_local_version_are_picklable_whether_or_not_client_set_explicitly[False-regression-cloudpickle]
2021-02-17T14:28:45.5227633Z   /root/miniconda/envs/test-env/lib/python3.9/site-packages/distributed/node.py:151: UserWarning: Port 8787 is already in use.
2021-02-17T14:28:45.5228427Z   Perhaps you already have a cluster running?
2021-02-17T14:28:45.5229075Z   Hosting the HTTP server on port 36777 instead
2021-02-17T14:28:45.5229999Z     warnings.warn(
2021-02-17T14:28:45.5230457Z 
2021-02-17T14:28:45.5231382Z tests/python_package_test/test_dask.py::test_model_and_local_version_are_picklable_whether_or_not_client_set_explicitly[False-ranking-pickle]
2021-02-17T14:28:45.5232588Z   /root/miniconda/envs/test-env/lib/python3.9/site-packages/distributed/node.py:151: UserWarning: Port 8787 is already in use.
2021-02-17T14:28:45.5233480Z   Perhaps you already have a cluster running?
2021-02-17T14:28:45.5234260Z   Hosting the HTTP server on port 38743 instead
2021-02-17T14:28:45.5234665Z     warnings.warn(
2021-02-17T14:28:45.5234890Z 
2021-02-17T14:28:45.5235628Z tests/python_package_test/test_dask.py::test_model_and_local_version_are_picklable_whether_or_not_client_set_explicitly[False-ranking-pickle]
2021-02-17T14:28:45.5236601Z   /root/miniconda/envs/test-env/lib/python3.9/site-packages/distributed/node.py:151: UserWarning: Port 8787 is already in use.
2021-02-17T14:28:45.5237579Z   Perhaps you already have a cluster running?
2021-02-17T14:28:45.5238073Z   Hosting the HTTP server on port 43843 instead
2021-02-17T14:28:45.5238517Z     warnings.warn(
2021-02-17T14:28:45.5238762Z 
2021-02-17T14:28:45.5240748Z tests/python_package_test/test_dask.py::test_model_and_local_version_are_picklable_whether_or_not_client_set_explicitly[False-ranking-joblib]
2021-02-17T14:28:45.5242478Z   /root/miniconda/envs/test-env/lib/python3.9/site-packages/distributed/node.py:151: UserWarning: Port 8787 is already in use.
2021-02-17T14:28:45.5243280Z   Perhaps you already have a cluster running?
2021-02-17T14:28:45.5243836Z   Hosting the HTTP server on port 42115 instead
2021-02-17T14:28:45.5246495Z     warnings.warn(
2021-02-17T14:28:45.5246925Z 
2021-02-17T14:28:45.5247818Z tests/python_package_test/test_dask.py::test_model_and_local_version_are_picklable_whether_or_not_client_set_explicitly[False-ranking-joblib]
2021-02-17T14:28:45.5248923Z   /root/miniconda/envs/test-env/lib/python3.9/site-packages/distributed/node.py:151: UserWarning: Port 8787 is already in use.
2021-02-17T14:28:45.5249801Z   Perhaps you already have a cluster running?
2021-02-17T14:28:45.5250302Z   Hosting the HTTP server on port 44353 instead
2021-02-17T14:28:45.5250742Z     warnings.warn(
2021-02-17T14:28:45.5250989Z 
2021-02-17T14:28:45.5252001Z tests/python_package_test/test_dask.py::test_model_and_local_version_are_picklable_whether_or_not_client_set_explicitly[False-ranking-cloudpickle]
2021-02-17T14:28:45.5253784Z   /root/miniconda/envs/test-env/lib/python3.9/site-packages/distributed/node.py:151: UserWarning: Port 8787 is already in use.
2021-02-17T14:28:45.5254535Z   Perhaps you already have a cluster running?
2021-02-17T14:28:45.5255183Z   Hosting the HTTP server on port 37577 instead
2021-02-17T14:28:45.5255679Z     warnings.warn(
2021-02-17T14:28:45.5255958Z 
2021-02-17T14:28:45.5256881Z tests/python_package_test/test_dask.py::test_model_and_local_version_are_picklable_whether_or_not_client_set_explicitly[False-ranking-cloudpickle]
2021-02-17T14:28:45.5258275Z   /root/miniconda/envs/test-env/lib/python3.9/site-packages/distributed/node.py:151: UserWarning: Port 8787 is already in use.
2021-02-17T14:28:45.5258997Z   Perhaps you already have a cluster running?
2021-02-17T14:28:45.5259937Z   Hosting the HTTP server on port 45471 instead
2021-02-17T14:28:45.5260413Z     warnings.warn(
2021-02-17T14:28:45.5260680Z 
2021-02-17T14:28:45.5261176Z tests/python_package_test/test_dask.py::test_errors
2021-02-17T14:28:45.5262124Z   /root/.local/lib/python3.9/site-packages/lightgbm/dask.py:299: RuntimeWarning: coroutine '_wait' was never awaited
2021-02-17T14:28:45.5262775Z     wait(parts)
2021-02-17T14:28:45.5263218Z 
2021-02-17T14:28:45.5263637Z tests/python_package_test/test_dask.py::test_errors
2021-02-17T14:28:45.5264712Z   /root/miniconda/envs/test-env/lib/python3.9/site-packages/distributed/profile.py:115: RuntimeWarning: coroutine 'PooledRPCCall.__getattr__.<locals>.send_recv_from_rpc' was never awaited
2021-02-17T14:28:45.5265495Z     "children": {},
2021-02-17T14:28:45.5265773Z 
2021-02-17T14:28:45.5266393Z tests/python_package_test/test_engine.py::test_binary
2021-02-17T14:28:45.5267591Z   /root/.local/lib/python3.9/site-packages/lightgbm/engine.py:148: UserWarning: Found `num_iteration` in params. Will use it instead of argument
2021-02-17T14:28:45.5268762Z     _log_warning("Found `{}` in params. Will use it instead of argument".format(alias))
2021-02-17T14:28:45.5269332Z 
2021-02-17T14:28:45.5269826Z tests/python_package_test/test_engine.py::test_pandas_categorical
2021-02-17T14:28:45.5270426Z tests/python_package_test/test_engine.py::test_linear_trees
2021-02-17T14:28:45.5271042Z tests/python_package_test/test_engine.py::test_save_and_load_linear
2021-02-17T14:28:45.5272061Z   /root/.local/lib/python3.9/site-packages/lightgbm/basic.py:1689: UserWarning: categorical_feature in Dataset is overridden.
2021-02-17T14:28:45.5272791Z   New categorical_feature is [0]
2021-02-17T14:28:45.5273575Z     _log_warning('categorical_feature in Dataset is overridden.\n'
2021-02-17T14:28:45.5274001Z 
2021-02-17T14:28:45.5274815Z tests/python_package_test/test_engine.py::test_pandas_categorical
2021-02-17T14:28:45.5277004Z   /root/.local/lib/python3.9/site-packages/lightgbm/basic.py:1689: UserWarning: categorical_feature in Dataset is overridden.
2021-02-17T14:28:45.5278263Z   New categorical_feature is ['A']
2021-02-17T14:28:45.5279153Z     _log_warning('categorical_feature in Dataset is overridden.\n'
2021-02-17T14:28:45.5279633Z 
2021-02-17T14:28:45.5280434Z tests/python_package_test/test_engine.py::test_pandas_categorical
2021-02-17T14:28:45.5281432Z   /root/.local/lib/python3.9/site-packages/lightgbm/basic.py:1689: UserWarning: categorical_feature in Dataset is overridden.
2021-02-17T14:28:45.5282371Z   New categorical_feature is ['A', 'B', 'C', 'D']
2021-02-17T14:28:45.5283160Z     _log_warning('categorical_feature in Dataset is overridden.\n'
2021-02-17T14:28:45.5283564Z 
2021-02-17T14:28:45.5284007Z tests/python_package_test/test_engine.py::test_pandas_categorical
2021-02-17T14:28:45.5285377Z   /root/.local/lib/python3.9/site-packages/lightgbm/basic.py:1689: UserWarning: categorical_feature in Dataset is overridden.
2021-02-17T14:28:45.5286653Z   New categorical_feature is ['A', 'B', 'C', 'D', 'E']
2021-02-17T14:28:45.5287670Z     _log_warning('categorical_feature in Dataset is overridden.\n'
2021-02-17T14:28:45.5288061Z 
2021-02-17T14:28:45.5288673Z tests/python_package_test/test_engine.py::test_pandas_categorical
2021-02-17T14:28:45.5289556Z   /root/.local/lib/python3.9/site-packages/lightgbm/basic.py:1689: UserWarning: categorical_feature in Dataset is overridden.
2021-02-17T14:28:45.5290208Z   New categorical_feature is []
2021-02-17T14:28:45.5290909Z     _log_warning('categorical_feature in Dataset is overridden.\n'
2021-02-17T14:28:45.5291276Z 
2021-02-17T14:28:45.5291731Z tests/python_package_test/test_engine.py::test_pandas_sparse
2021-02-17T14:28:45.5292271Z tests/python_package_test/test_sklearn.py::test_pandas_sparse
2021-02-17T14:28:45.5293420Z   /root/miniconda/envs/test-env/lib/python3.9/site-packages/pandas/core/generic.py:5670: PerformanceWarning: Concatenating sparse arrays with multiple fill values: '[0, nan, False]'. Picking the first and converting the rest.
2021-02-17T14:28:45.5294688Z     return self._mgr.as_array(transpose=self._AXIS_REVERSED)
2021-02-17T14:28:45.5295042Z 
2021-02-17T14:28:45.5295517Z tests/python_package_test/test_engine.py::test_int32_max_sparse_contribs
2021-02-17T14:28:45.5296857Z   /root/miniconda/envs/test-env/lib/python3.9/site-packages/scipy/sparse/_index.py:82: SparseEfficiencyWarning: Changing the sparsity structure of a csr_matrix is expensive. lil_matrix is more efficient.
2021-02-17T14:28:45.5298147Z     self._set_intXint(row, col, x.flat[0])
2021-02-17T14:28:45.5298477Z 
2021-02-17T14:28:45.5298913Z tests/python_package_test/test_engine.py::test_init_with_subset
2021-02-17T14:28:45.5299816Z   /root/.local/lib/python3.9/site-packages/lightgbm/basic.py:1943: UserWarning: Cannot subset str type of raw data.
2021-02-17T14:28:45.5300482Z   Returning original raw data
2021-02-17T14:28:45.5301152Z     _log_warning("Cannot subset {} type of raw data.\n"
2021-02-17T14:28:45.5301496Z 
2021-02-17T14:28:45.5301952Z tests/python_package_test/test_engine.py::test_monotone_constraints
2021-02-17T14:28:45.5302827Z tests/python_package_test/test_engine.py::test_monotone_penalty
2021-02-17T14:28:45.5303398Z tests/python_package_test/test_engine.py::test_monotone_penalty_max
2021-02-17T14:28:45.5303978Z tests/python_package_test/test_engine.py::test_get_split_value_histogram
2021-02-17T14:28:45.5304562Z tests/python_package_test/test_sklearn.py::test_pandas_categorical
2021-02-17T14:28:45.5305119Z tests/python_package_test/test_sklearn.py::test_pandas_categorical
2021-02-17T14:28:45.5305844Z tests/python_package_test/test_sklearn.py::test_pandas_categorical
2021-02-17T14:28:45.5306556Z tests/python_package_test/test_sklearn.py::test_pandas_categorical
2021-02-17T14:28:45.5307094Z tests/python_package_test/test_sklearn.py::test_pandas_categorical
2021-02-17T14:28:45.5307964Z   /root/.local/lib/python3.9/site-packages/lightgbm/basic.py:1686: UserWarning: Using categorical_feature in Dataset.
2021-02-17T14:28:45.5308826Z     _log_warning('Using categorical_feature in Dataset.')
2021-02-17T14:28:45.5309195Z 
2021-02-17T14:28:45.5309796Z tests/python_package_test/test_engine.py::test_dataset_update_params
2021-02-17T14:28:45.5310962Z   /root/.local/lib/python3.9/site-packages/lightgbm/basic.py:1206: UserWarning: categorical_feature keyword has been found in `params` and will be ignored.
2021-02-17T14:28:45.5311816Z   Please use categorical_feature argument of the Dataset constructor to pass this parameter.
2021-02-17T14:28:45.5312678Z     _log_warning('{0} keyword has been found in `params` and will be ignored.\n'
2021-02-17T14:28:45.5313089Z 
2021-02-17T14:28:45.5313551Z tests/python_package_test/test_plotting.py::test_plot_metrics
2021-02-17T14:28:45.5314474Z   /root/.local/lib/python3.9/site-packages/lightgbm/plotting.py:328: UserWarning: More than one metric available, picking one to plot.
2021-02-17T14:28:45.5315523Z     _log_warning("More than one metric available, picking one to plot.")
2021-02-17T14:28:45.5315876Z 
2021-02-17T14:28:45.5316324Z tests/python_package_test/test_sklearn.py::test_binary_classification_with_custom_objective
2021-02-17T14:28:45.5317948Z   /root/.local/lib/python3.9/site-packages/lightgbm/sklearn.py:921: UserWarning: Cannot compute class probabilities or labels due to the usage of customized objective function.
2021-02-17T14:28:45.5318955Z   Returning raw scores instead.
2021-02-17T14:28:45.5319517Z     _log_warning("Cannot compute class probabilities or labels "
2021-02-17T14:28:45.5319878Z 
2021-02-17T14:28:45.5320358Z tests/python_package_test/test_sklearn.py: 12 warnings
2021-02-17T14:28:45.5321325Z   /root/.local/lib/python3.9/site-packages/lightgbm/basic.py:723: UserWarning: Converting data to scipy sparse matrix.
2021-02-17T14:28:45.5322320Z     _log_warning('Converting data to scipy sparse matrix.')
2021-02-17T14:28:45.5322757Z 
2021-02-17T14:28:45.5323263Z tests/python_package_test/test_utilities.py::test_register_logger
2021-02-17T14:28:45.5324449Z   /root/.local/lib/python3.9/site-packages/lightgbm/plotting.py:357: UserWarning: Attempting to set identical bottom == top == 1.0 results in singular transformations; automatically expanding.
2021-02-17T14:28:45.5325277Z     ax.set_ylim(ylim)
2021-02-17T14:28:45.5325905Z 
2021-02-17T14:28:45.5326775Z -- Docs: https://docs.pytest.org/en/stable/warnings.html
2021-02-17T14:28:45.5327577Z ==== 245 passed, 3 skipped, 62 xfailed, 150 warnings in 3634.38s (1:00:34) =====
2021-02-17T14:28:51.4348114Z ##[section]Finishing: Setup and run tests

I don't see anything in the logs explaining why so many were xfailed.

@jameslamb
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This code is on the code path of the client fixture we import from distributed, maybe that's the reason?

https://github.com/dask/distributed/blob/aa8e2dd87f58a29e3f4efb65e0ffcd83239ccc68/distributed/utils_test.py#L649

Don't know why we don't see anything in the logs though...

@StrikerRUS
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I don't see anything in the logs explaining why so many were xfailed.

Yeah, me too!..

Also, build took ~1.5h with only few passed tests. Guess all xfailed ones were aborted before completing.

This code is on the code path of the client fixture we import from distributed, maybe that's the reason?

If that's true, then it is very dangerous to use this fixture because we may not spot actual errors with our main Dask builds as the whole build will be marked green.

@jameslamb
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I don't see anything in the logs explaining why so many were xfailed.

Yeah, me too!..

Also, build took ~1.5h with only few passed tests. Guess all xfailed ones were aborted before completing.

This code is on the code path of the client fixture we import from distributed, maybe that's the reason?

If that's true, then it is very dangerous to use this fixture because we may not spot actual errors with our main Dask builds as the whole build will be marked green.

I agree :/

I'll have to investigate more

@StrikerRUS StrikerRUS mentioned this pull request Mar 23, 2021
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@jameslamb
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I just updated this to latest master. There have been a lot of changes and fixes to the Dask tests since this was first opened, especially removing the client fixture in #4159.

@StrikerRUS
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Looks better than #3996 (comment).

../tests/python_package_test/test_dask.py FF..FF..FF..FF..FF..FF..FF..FF [ 12%]
..FF..FF..FF..FF..FF..FF..FF..FF..F...F......FF..FF..FF..FF..FF..FF..FF. [ 25%]
.FF..F...............F..F..F..F..F..F..F..F..F..F..F..F..F..F..F..F..... [ 39%]
.....................................s.................................. [ 53%]
...s.................F...F.s........                                     [ 60%]

...

= 69 failed, 444 passed, 6 skipped, 2 xfailed, 400 warnings in 2145.62s (0:35:45) =

Not in terms of number of failed tests but in terms that they are failed now not xfailed. So seems you were right and client fixture was very dangerous.

@jameslamb
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Interesting! I looked quickly at the logs from https://dev.azure.com/lightgbm-ci/lightgbm-ci/_build/results?buildId=9916&view=logs&j=c2f9361f-3c13-57db-3206-cee89820d5e3, seems most of the errors are some form of this:

../tests/python_package_test/test_dask.py:1357: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
/root/miniconda/envs/test-env/lib/python3.9/site-packages/dask/base.py:285: in compute
    (result,) = compute(self, traverse=False, **kwargs)
/root/miniconda/envs/test-env/lib/python3.9/site-packages/dask/base.py:568: in compute
    return repack([f(r, *a) for r, (f, a) in zip(results, postcomputes)])
/root/miniconda/envs/test-env/lib/python3.9/site-packages/dask/base.py:568: in <listcomp>
    return repack([f(r, *a) for r, (f, a) in zip(results, postcomputes)])
/root/miniconda/envs/test-env/lib/python3.9/site-packages/dask/array/core.py:1075: in finalize
    return concatenate3(results)
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

arrays = [array([[-1.19671438, -1.19956281, -1.0494877 ],
       [-1.19671438, -1.19956281, -1.0494877 ],
       [-0.89701348, ...94126 , -1.0494877 ],
       [-1.19671438, -1.19956281, -1.0494877 ],
       [-1.19671438, -0.8994126 , -1.0494877 ]])]

    def concatenate3(arrays):
        """Recursive np.concatenate
    
        Input should be a nested list of numpy arrays arranged in the order they
        should appear in the array itself.  Each array should have the same number
        of dimensions as the desired output and the nesting of the lists.
    
        >>> x = np.array([[1, 2]])
        >>> concatenate3([[x, x, x], [x, x, x]])
        array([[1, 2, 1, 2, 1, 2],
               [1, 2, 1, 2, 1, 2]])
    
        >>> concatenate3([[x, x], [x, x], [x, x]])
        array([[1, 2, 1, 2],
               [1, 2, 1, 2],
               [1, 2, 1, 2]])
        """
        from .utils import IS_NEP18_ACTIVE
    
        # We need this as __array_function__ may not exist on older NumPy versions.
        # And to reduce verbosity.
        NDARRAY_ARRAY_FUNCTION = getattr(np.ndarray, "__array_function__", None)
    
        arrays = concrete(arrays)
        if not arrays:
            return np.empty(0)
    
        advanced = max(
            core.flatten(arrays, container=(list, tuple)),
            key=lambda x: getattr(x, "__array_priority__", 0),
        )
    
        if IS_NEP18_ACTIVE and not all(
            NDARRAY_ARRAY_FUNCTION
            is getattr(type(arr), "__array_function__", NDARRAY_ARRAY_FUNCTION)
            for arr in core.flatten(arrays, container=(list, tuple))
        ):
            try:
                x = unpack_singleton(arrays)
                return _concatenate2(arrays, axes=tuple(range(x.ndim)))
            except TypeError:
                pass
    
        if concatenate_lookup.dispatch(type(advanced)) is not np.concatenate:
            x = unpack_singleton(arrays)
            return _concatenate2(arrays, axes=list(range(x.ndim)))
    
        ndim = ndimlist(arrays)
        if not ndim:
            return arrays
        chunks = chunks_from_arrays(arrays)

        def dtype(x):
            try:
                return x.dtype
            except AttributeError:
                return type(x)
    
        result = np.empty(shape=shape, dtype=dtype(deepfirst(arrays)))
    
        for (idx, arr) in zip(
            slices_from_chunks(chunks), core.flatten(arrays, container=(list, tuple))
        ):
            if hasattr(arr, "ndim"):
                while arr.ndim < ndim:
                    arr = arr[None, ...]
>           result[idx] = ar

E           ValueError: could not broadcast input array from shape (500,3) into shape (500,)

I can do some research and see if similar errors have been reported to dask/dask or dask/distributed.

@jameslamb
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Not sure if it's relevant, but it does look like the aarch64 builds are getting slightly newer versions of the key dependencies.

Linux_latest bdist (logs)

dask               pkgs/main/noarch::dask-2021.4.0-pyhd3eb1b0_0
dask-core          pkgs/main/noarch::dask-core-2021.4.0-pyhd3eb1b0_0
distributed        pkgs/main/linux-64::distributed-2021.4.0-py38h06a4308_0
numpy              pkgs/main/linux-64::numpy-1.20.1-py38h93e21f0_0
numpy-base         pkgs/main/linux-64::numpy-base-1.20.1-py38h7d8b39e_0

QEMU_multiarch bdist (logs)

dask               conda-forge/noarch::dask-2021.4.1-pyhd8ed1ab_0
dask-core          conda-forge/noarch::dask-core-2021.4.1-pyhd8ed1ab_0
distributed        conda-forge/linux-aarch64::distributed-2021.4.1-py39ha65689a_0
numpy              conda-forge/linux-aarch64::numpy-1.20.2-py39h43e3299_0

I mention that because the error we're getting seems to be happening at the level where Dask is doing sum numpy operations, so it could come from an incompatible mix of Dask and numpy.

@StrikerRUS
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Just noticed that it's all-green now! 😱

I'd like to make any random Dask test to fail and check QEMU reaction.

@jameslamb
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oh wow, great! Yes, I'm curious to see what happens if you add a raise ValueError() or something to one of the Dask tests

@StrikerRUS
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OK, corrupted Dask test on QEMU failed as it was expected:

=========================== short test summary info ============================
FAILED ../tests/python_package_test/test_dask.py::test_warns_and_continues_on_unrecognized_tree_learner
= 1 failed, 512 passed, 6 skipped, 2 xfailed, 342 warnings in 4202.86s (1:10:02) =

Reverting test commit now.

@StrikerRUS
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Were all previous test failures on QEMU due to environment compatibility issues or did the latest Dask (or its deps) include a real fix? If latter, I think it will be useful to identify that release and document it as minimum required version for aarch64 platform. How do you think @jameslamb ?

@StrikerRUS
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I'm going to push some empty commits to check the tests stability and measure their time consumption.

@StrikerRUS
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Well, the latest 5 jobs were passed and Dask tests add no more than 35min to the overall QEMU job time. Now its' duration either ~50min or ~105min (this binarization is due to that sometimes QEMU job is x2 faster than other times).
Are we OK with this setup?

@jameslamb
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Now its' duration either ~50min or ~105min (this binarization is due to that sometimes QEMU job is x2 faster than other times).

Oh interesting! I never noticed that big differences between different job runtimes before.

Are we OK with this setup?

I am ok with this setup for now. The level of activity on the project hasn't been high enough that that would be add significant friction to the development process.

@StrikerRUS
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I am ok with this setup for now.

Me too. Merge?

jameslamb
jameslamb approved these changes May 21, 2021
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Yes, let's merge! Thanks for doing this. I'm glad to see more coverage of the Dask package.

@jameslamb jameslamb merged commit a372ed5 into master May 21, 2021
@jameslamb jameslamb deleted the dask_aarch64 branch May 21, 2021 15:18
@StrikerRUS StrikerRUS mentioned this pull request May 26, 2021
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@jameslamb jameslamb mentioned this pull request Sep 8, 2021
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This pull request has been automatically locked since there has not been any recent activity since it was closed. To start a new related discussion, open a new issue at https://github.com/microsoft/LightGBM/issues including a reference to this.

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