NVTabular
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NVIDIA-Merlin
Added training scripts for Wide&Deep, Deep&Cross, DeepFM, DLRM on Criteo Dataset
Feature Added:-
- Added training scripts for Wide&Deep, Deep&Cross, DeepFM, and DLRM Architectures on Criteo Dataset with HugeCTR SDKs
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GitHub pull request #1310 of commit 0a183b02bc138a0fc12b3f82fd6acded977e5af9, no merge conflicts.
Running as SYSTEM
Setting status of 0a183b02bc138a0fc12b3f82fd6acded977e5af9 to PENDING with url http://10.20.13.93:8080/job/nvtabular_tests/3899/ and message: 'Pending'
Using context: Jenkins Unit Test Run
Building on master in workspace /var/jenkins_home/workspace/nvtabular_tests
using credential nvidia-merlin-bot
Cloning the remote Git repository
Cloning repository https://github.com/NVIDIA-Merlin/NVTabular.git
> git init /var/jenkins_home/workspace/nvtabular_tests/nvtabular # timeout=10
Fetching upstream changes from https://github.com/NVIDIA-Merlin/NVTabular.git
> git --version # timeout=10
using GIT_ASKPASS to set credentials This is the bot credentials for our CI/CD
> git fetch --tags --force --progress -- https://github.com/NVIDIA-Merlin/NVTabular.git +refs/heads/*:refs/remotes/origin/* # timeout=10
> git config remote.origin.url https://github.com/NVIDIA-Merlin/NVTabular.git # timeout=10
> git config --add remote.origin.fetch +refs/heads/*:refs/remotes/origin/* # timeout=10
> git config remote.origin.url https://github.com/NVIDIA-Merlin/NVTabular.git # timeout=10
Fetching upstream changes from https://github.com/NVIDIA-Merlin/NVTabular.git
using GIT_ASKPASS to set credentials This is the bot credentials for our CI/CD
> git fetch --tags --force --progress -- https://github.com/NVIDIA-Merlin/NVTabular.git +refs/pull/1310/*:refs/remotes/origin/pr/1310/* # timeout=10
> git rev-parse 0a183b02bc138a0fc12b3f82fd6acded977e5af9^{commit} # timeout=10
Checking out Revision 0a183b02bc138a0fc12b3f82fd6acded977e5af9 (detached)
> git config core.sparsecheckout # timeout=10
> git checkout -f 0a183b02bc138a0fc12b3f82fd6acded977e5af9 # timeout=10
Commit message: "Update 03-Training-with-HugeCTR.ipynb"
> git rev-list --no-walk 9b4f9bc6ad1fba7762cfe23df3d292b3c5b92d43 # timeout=10
First time build. Skipping changelog.
[nvtabular_tests] $ /bin/bash /tmp/jenkins3499508564153003109.sh
Installing NVTabular
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Requirement already satisfied: pip in /var/jenkins_home/.local/lib/python3.8/site-packages (21.3.1)
Requirement already satisfied: setuptools in /var/jenkins_home/.local/lib/python3.8/site-packages (59.5.0)
Requirement already satisfied: wheel in /var/jenkins_home/.local/lib/python3.8/site-packages (0.37.0)
Requirement already satisfied: pybind11 in /var/jenkins_home/.local/lib/python3.8/site-packages (2.8.1)
Requirement already satisfied: numpy==1.20.3 in /var/jenkins_home/.local/lib/python3.8/site-packages (1.20.3)
WARNING: Skipping nvtabular as it is not installed.
running develop
running egg_info
creating nvtabular.egg-info
writing nvtabular.egg-info/PKG-INFO
writing dependency_links to nvtabular.egg-info/dependency_links.txt
writing requirements to nvtabular.egg-info/requires.txt
writing top-level names to nvtabular.egg-info/top_level.txt
writing manifest file 'nvtabular.egg-info/SOURCES.txt'
reading manifest template 'MANIFEST.in'
/var/jenkins_home/.local/lib/python3.8/site-packages/setuptools/command/easy_install.py:156: EasyInstallDeprecationWarning: easy_install command is deprecated. Use build and pip and other standards-based tools.
warnings.warn(
/var/jenkins_home/.local/lib/python3.8/site-packages/setuptools/command/install.py:34: SetuptoolsDeprecationWarning: setup.py install is deprecated. Use build and pip and other standards-based tools.
warnings.warn(
warning: no files found matching '*.h' under directory 'cpp'
warning: no files found matching '*.cu' under directory 'cpp'
warning: no files found matching '*.cuh' under directory 'cpp'
adding license file 'LICENSE'
writing manifest file 'nvtabular.egg-info/SOURCES.txt'
running build_ext
x86_64-linux-gnu-gcc -pthread -Wno-unused-result -Wsign-compare -DNDEBUG -g -fwrapv -O2 -Wall -g -fstack-protector-strong -Wformat -Werror=format-security -g -fwrapv -O2 -g -fstack-protector-strong -Wformat -Werror=format-security -Wdate-time -D_FORTIFY_SOURCE=2 -fPIC -I/usr/include/python3.8 -c flagcheck.cpp -o flagcheck.o -std=c++17
building 'nvtabular_cpp' extension
creating build
creating build/temp.linux-x86_64-3.8
creating build/temp.linux-x86_64-3.8/cpp
creating build/temp.linux-x86_64-3.8/cpp/nvtabular
creating build/temp.linux-x86_64-3.8/cpp/nvtabular/inference
x86_64-linux-gnu-gcc -pthread -Wno-unused-result -Wsign-compare -DNDEBUG -g -fwrapv -O2 -Wall -g -fstack-protector-strong -Wformat -Werror=format-security -g -fwrapv -O2 -g -fstack-protector-strong -Wformat -Werror=format-security -Wdate-time -D_FORTIFY_SOURCE=2 -fPIC -DVERSION_INFO=0.8.0+5.g0a183b0 -I./cpp/ -I/var/jenkins_home/.local/lib/python3.8/site-packages/pybind11/include -I/usr/include/python3.8 -c cpp/nvtabular/__init__.cc -o build/temp.linux-x86_64-3.8/cpp/nvtabular/__init__.o -std=c++17 -fvisibility=hidden -g0
x86_64-linux-gnu-gcc -pthread -Wno-unused-result -Wsign-compare -DNDEBUG -g -fwrapv -O2 -Wall -g -fstack-protector-strong -Wformat -Werror=format-security -g -fwrapv -O2 -g -fstack-protector-strong -Wformat -Werror=format-security -Wdate-time -D_FORTIFY_SOURCE=2 -fPIC -DVERSION_INFO=0.8.0+5.g0a183b0 -I./cpp/ -I/var/jenkins_home/.local/lib/python3.8/site-packages/pybind11/include -I/usr/include/python3.8 -c cpp/nvtabular/inference/__init__.cc -o build/temp.linux-x86_64-3.8/cpp/nvtabular/inference/__init__.o -std=c++17 -fvisibility=hidden -g0
x86_64-linux-gnu-gcc -pthread -Wno-unused-result -Wsign-compare -DNDEBUG -g -fwrapv -O2 -Wall -g -fstack-protector-strong -Wformat -Werror=format-security -g -fwrapv -O2 -g -fstack-protector-strong -Wformat -Werror=format-security -Wdate-time -D_FORTIFY_SOURCE=2 -fPIC -DVERSION_INFO=0.8.0+5.g0a183b0 -I./cpp/ -I/var/jenkins_home/.local/lib/python3.8/site-packages/pybind11/include -I/usr/include/python3.8 -c cpp/nvtabular/inference/categorify.cc -o build/temp.linux-x86_64-3.8/cpp/nvtabular/inference/categorify.o -std=c++17 -fvisibility=hidden -g0
x86_64-linux-gnu-gcc -pthread -Wno-unused-result -Wsign-compare -DNDEBUG -g -fwrapv -O2 -Wall -g -fstack-protector-strong -Wformat -Werror=format-security -g -fwrapv -O2 -g -fstack-protector-strong -Wformat -Werror=format-security -Wdate-time -D_FORTIFY_SOURCE=2 -fPIC -DVERSION_INFO=0.8.0+5.g0a183b0 -I./cpp/ -I/var/jenkins_home/.local/lib/python3.8/site-packages/pybind11/include -I/usr/include/python3.8 -c cpp/nvtabular/inference/fill.cc -o build/temp.linux-x86_64-3.8/cpp/nvtabular/inference/fill.o -std=c++17 -fvisibility=hidden -g0
creating build/lib.linux-x86_64-3.8
x86_64-linux-gnu-g++ -pthread -shared -Wl,-O1 -Wl,-Bsymbolic-functions -Wl,-Bsymbolic-functions -Wl,-z,relro -g -fwrapv -O2 -Wl,-Bsymbolic-functions -Wl,-z,relro -g -fwrapv -O2 -g -fstack-protector-strong -Wformat -Werror=format-security -Wdate-time -D_FORTIFY_SOURCE=2 build/temp.linux-x86_64-3.8/cpp/nvtabular/__init__.o build/temp.linux-x86_64-3.8/cpp/nvtabular/inference/__init__.o build/temp.linux-x86_64-3.8/cpp/nvtabular/inference/categorify.o build/temp.linux-x86_64-3.8/cpp/nvtabular/inference/fill.o -o build/lib.linux-x86_64-3.8/nvtabular_cpp.cpython-38-x86_64-linux-gnu.so
copying build/lib.linux-x86_64-3.8/nvtabular_cpp.cpython-38-x86_64-linux-gnu.so ->
Generating nvtabular/inference/triton/model_config_pb2.py from nvtabular/inference/triton/model_config.proto
Creating /var/jenkins_home/.local/lib/python3.8/site-packages/nvtabular.egg-link (link to .)
nvtabular 0.8.0+5.g0a183b0 is already the active version in easy-install.pth
Installed /var/jenkins_home/workspace/nvtabular_tests/nvtabular
Processing dependencies for nvtabular==0.8.0+5.g0a183b0
Searching for protobuf==3.19.1
Best match: protobuf 3.19.1
Adding protobuf 3.19.1 to easy-install.pth file
Using /usr/local/lib/python3.8/dist-packages
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Processing tensorflow_metadata-1.2.0-py3.8.egg
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Using /var/jenkins_home/.local/lib/python3.8/site-packages/tensorflow_metadata-1.2.0-py3.8.egg
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Adding pyarrow 4.0.1 to easy-install.pth file
Installing plasma_store script to /var/jenkins_home/.local/bin
Using /usr/local/lib/python3.8/dist-packages
Searching for tqdm==4.61.2
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Processing tqdm-4.61.2-py3.8.egg
tqdm 4.61.2 is already the active version in easy-install.pth
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Using /var/jenkins_home/.local/lib/python3.8/site-packages/tqdm-4.61.2-py3.8.egg
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Adding numba 0.54.1 to easy-install.pth file
Using /usr/local/lib/python3.8/dist-packages
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Processing pandas-1.3.3-py3.8-linux-x86_64.egg
pandas 1.3.3 is already the active version in easy-install.pth
Using /var/jenkins_home/.local/lib/python3.8/site-packages/pandas-1.3.3-py3.8-linux-x86_64.egg
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Processing distributed-2021.7.1-py3.8.egg
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Using /var/jenkins_home/.local/lib/python3.8/site-packages/distributed-2021.7.1-py3.8.egg
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Processing dask-2021.7.1-py3.8.egg
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Using /var/jenkins_home/.local/lib/python3.8/site-packages/dask-2021.7.1-py3.8.egg
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Processing googleapis_common_protos-1.53.0-py3.8.egg
googleapis-common-protos 1.53.0 is already the active version in easy-install.pth
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Processing absl_py-0.12.0-py3.8.egg
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Using /var/jenkins_home/.local/lib/python3.8/site-packages
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Processing llvmlite-0.37.0-py3.8-linux-x86_64.egg
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Processing tornado-6.1-py3.8-linux-x86_64.egg
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Processing psutil-5.8.0-py3.8-linux-x86_64.egg
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Processing msgpack-1.0.2-py3.8-linux-x86_64.egg
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Adding packaging 21.2 to easy-install.pth file
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Best match: fsspec 2021.11.1
Adding fsspec 2021.11.1 to easy-install.pth file
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Using /usr/local/lib/python3.8/dist-packages
Finished processing dependencies for nvtabular==0.8.0+5.g0a183b0
Running black --check
All done! ✨ 🍰 ✨
154 files would be left unchanged.
Running flake8
Running isort
Skipped 2 files
Running bandit
Running pylint
************* Module nvtabular.dispatch
nvtabular/dispatch.py:607:11: I1101: Module 'numpy.random.mtrand' has no 'RandomState' member, but source is unavailable. Consider adding this module to extension-pkg-allow-list if you want to perform analysis based on run-time introspection of living objects. (c-extension-no-member)
************* Module nvtabular.ops.categorify
nvtabular/ops/categorify.py:516:15: I1101: Module 'nvtabular_cpp' has no 'inference' member, but source is unavailable. Consider adding this module to extension-pkg-allow-list if you want to perform analysis based on run-time introspection of living objects. (c-extension-no-member)
************* Module nvtabular.ops.fill
nvtabular/ops/fill.py:67:15: I1101: Module 'nvtabular_cpp' has no 'inference' member, but source is unavailable. Consider adding this module to extension-pkg-allow-list if you want to perform analysis based on run-time introspection of living objects. (c-extension-no-member)
Your code has been rated at 10.00/10 (previous run: 10.00/10, +0.00)
Running flake8-nb
examples/scaling-criteo/03-Training-with-HugeCTR.ipynb#In[4]:3:1: F811 redefinition of unused 'MPI' from line 28
examples/scaling-criteo/03-Training-with-HugeCTR.ipynb#In[4]:23:1: E303 too many blank lines (5)
examples/scaling-criteo/03-Training-with-HugeCTR.ipynb#In[4]:32:34: E251 unexpected spaces around keyword / parameter equals
examples/scaling-criteo/03-Training-with-HugeCTR.ipynb#In[4]:32:36: E251 unexpected spaces around keyword / parameter equals
examples/scaling-criteo/03-Training-with-HugeCTR.ipynb#In[4]:32:50: E251 unexpected spaces around keyword / parameter equals
examples/scaling-criteo/03-Training-with-HugeCTR.ipynb#In[4]:32:52: E251 unexpected spaces around keyword / parameter equals
examples/scaling-criteo/03-Training-with-HugeCTR.ipynb#In[4]:33:34: E251 unexpected spaces around keyword / parameter equals
examples/scaling-criteo/03-Training-with-HugeCTR.ipynb#In[4]:33:36: E251 unexpected spaces around keyword / parameter equals
examples/scaling-criteo/03-Training-with-HugeCTR.ipynb#In[4]:33:51: E251 unexpected spaces around keyword / parameter equals
examples/scaling-criteo/03-Training-with-HugeCTR.ipynb#In[4]:33:53: E251 unexpected spaces around keyword / parameter equals
examples/scaling-criteo/03-Training-with-HugeCTR.ipynb#In[4]:34:55: E251 unexpected spaces around keyword / parameter equals
examples/scaling-criteo/03-Training-with-HugeCTR.ipynb#In[4]:34:57: W291 trailing whitespace
examples/scaling-criteo/03-Training-with-HugeCTR.ipynb#In[4]:34:57: E251 unexpected spaces around keyword / parameter equals
examples/scaling-criteo/03-Training-with-HugeCTR.ipynb#In[4]:36:49: E251 unexpected spaces around keyword / parameter equals
examples/scaling-criteo/03-Training-with-HugeCTR.ipynb#In[4]:36:51: E251 unexpected spaces around keyword / parameter equals
examples/scaling-criteo/03-Training-with-HugeCTR.ipynb#In[4]:36:105: W291 trailing whitespace
examples/scaling-criteo/03-Training-with-HugeCTR.ipynb#In[4]:37:29: E128 continuation line under-indented for visual indent
examples/scaling-criteo/03-Training-with-HugeCTR.ipynb#In[4]:37:57: E251 unexpected spaces around keyword / parameter equals
examples/scaling-criteo/03-Training-with-HugeCTR.ipynb#In[4]:37:59: E251 unexpected spaces around keyword / parameter equals
examples/scaling-criteo/03-Training-with-HugeCTR.ipynb#In[4]:38:29: E128 continuation line under-indented for visual indent
examples/scaling-criteo/03-Training-with-HugeCTR.ipynb#In[4]:38:47: E251 unexpected spaces around keyword / parameter equals
examples/scaling-criteo/03-Training-with-HugeCTR.ipynb#In[4]:38:49: E251 unexpected spaces around keyword / parameter equals
examples/scaling-criteo/03-Training-with-HugeCTR.ipynb#In[4]:39:29: E128 continuation line under-indented for visual indent
examples/scaling-criteo/03-Training-with-HugeCTR.ipynb#In[4]:39:37: E251 unexpected spaces around keyword / parameter equals
examples/scaling-criteo/03-Training-with-HugeCTR.ipynb#In[4]:39:39: E251 unexpected spaces around keyword / parameter equals
examples/scaling-criteo/03-Training-with-HugeCTR.ipynb#In[4]:40:29: E128 continuation line under-indented for visual indent
examples/scaling-criteo/03-Training-with-HugeCTR.ipynb#In[4]:40:50: E251 unexpected spaces around keyword / parameter equals
examples/scaling-criteo/03-Training-with-HugeCTR.ipynb#In[4]:40:52: E251 unexpected spaces around keyword / parameter equals
examples/scaling-criteo/03-Training-with-HugeCTR.ipynb#In[4]:41:29: E128 continuation line under-indented for visual indent
examples/scaling-criteo/03-Training-with-HugeCTR.ipynb#In[4]:41:40: E251 unexpected spaces around keyword / parameter equals
examples/scaling-criteo/03-Training-with-HugeCTR.ipynb#In[4]:41:42: E251 unexpected spaces around keyword / parameter equals
examples/scaling-criteo/03-Training-with-HugeCTR.ipynb#In[4]:42:29: E128 continuation line under-indented for visual indent
examples/scaling-criteo/03-Training-with-HugeCTR.ipynb#In[4]:42:38: E251 unexpected spaces around keyword / parameter equals
examples/scaling-criteo/03-Training-with-HugeCTR.ipynb#In[4]:42:40: E251 unexpected spaces around keyword / parameter equals
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examples/scaling-criteo/03-Training-with-HugeCTR.ipynb#In[8]:116:38: E251 unexpected spaces around keyword / parameter equals
examples/scaling-criteo/03-Training-with-HugeCTR.ipynb#In[8]:116:40: E251 unexpected spaces around keyword / parameter equals
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examples/scaling-criteo/03-Training-with-HugeCTR.ipynb#In[8]:127:40: E251 unexpected spaces around keyword / parameter equals
examples/scaling-criteo/03-Training-with-HugeCTR.ipynb#In[8]:127:50: W291 trailing whitespace
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examples/scaling-criteo/03-Training-with-HugeCTR.ipynb#In[8]:133:19: E251 unexpected spaces around keyword / parameter equals
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examples/scaling-criteo/03-Training-with-HugeCTR.ipynb#In[8]:133:35: E251 unexpected spaces around keyword / parameter equals
examples/scaling-criteo/03-Training-with-HugeCTR.ipynb#In[8]:133:37: E251 unexpected spaces around keyword / parameter equals
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examples/scaling-criteo/03-Training-with-HugeCTR.ipynb#In[8]:133:58: E251 unexpected spaces around keyword / parameter equals
examples/scaling-criteo/03-Training-with-HugeCTR.ipynb#In[8]:133:72: E251 unexpected spaces around keyword / parameter equals
examples/scaling-criteo/03-Training-with-HugeCTR.ipynb#In[8]:133:74: E251 unexpected spaces around keyword / parameter equals
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Build step 'Execute shell' marked build as failure
Performing Post build task...
Match found for : : True
Logical operation result is TRUE
Running script : #!/bin/bash
cd /var/jenkins_home/
CUDA_VISIBLE_DEVICES=1 python test_res_push.py "https://api.GitHub.com/repos/NVIDIA-Merlin/NVTabular/issues/$ghprbPullId/comments" "/var/jenkins_home/jobs/$JOB_NAME/builds/$BUILD_NUMBER/log"
[nvtabular_tests] $ /bin/bash /tmp/jenkins5149357215499451158.sh
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GitHub pull request #1310 of commit 02a41cc1a35c7ac69f4a5a8af44a292bf14024b5, no merge conflicts.
Running as SYSTEM
Setting status of 02a41cc1a35c7ac69f4a5a8af44a292bf14024b5 to PENDING with url http://10.20.13.93:8080/job/nvtabular_tests/3938/ and message: 'Pending'
Using context: Jenkins Unit Test Run
Building on master in workspace /var/jenkins_home/workspace/nvtabular_tests
using credential nvidia-merlin-bot
Cloning the remote Git repository
Cloning repository https://github.com/NVIDIA-Merlin/NVTabular.git
> git init /var/jenkins_home/workspace/nvtabular_tests/nvtabular # timeout=10
Fetching upstream changes from https://github.com/NVIDIA-Merlin/NVTabular.git
> git --version # timeout=10
using GIT_ASKPASS to set credentials This is the bot credentials for our CI/CD
> git fetch --tags --force --progress -- https://github.com/NVIDIA-Merlin/NVTabular.git +refs/heads/*:refs/remotes/origin/* # timeout=10
> git config remote.origin.url https://github.com/NVIDIA-Merlin/NVTabular.git # timeout=10
> git config --add remote.origin.fetch +refs/heads/*:refs/remotes/origin/* # timeout=10
> git config remote.origin.url https://github.com/NVIDIA-Merlin/NVTabular.git # timeout=10
Fetching upstream changes from https://github.com/NVIDIA-Merlin/NVTabular.git
using GIT_ASKPASS to set credentials This is the bot credentials for our CI/CD
> git fetch --tags --force --progress -- https://github.com/NVIDIA-Merlin/NVTabular.git +refs/pull/1310/*:refs/remotes/origin/pr/1310/* # timeout=10
> git rev-parse 02a41cc1a35c7ac69f4a5a8af44a292bf14024b5^{commit} # timeout=10
Checking out Revision 02a41cc1a35c7ac69f4a5a8af44a292bf14024b5 (detached)
> git config core.sparsecheckout # timeout=10
> git checkout -f 02a41cc1a35c7ac69f4a5a8af44a292bf14024b5 # timeout=10
Commit message: "Merge branch 'main' into patch-3"
> git rev-list --no-walk 66961e412ea30e6914eace6b15f998a196a3b968 # timeout=10
First time build. Skipping changelog.
[nvtabular_tests] $ /bin/bash /tmp/jenkins862760043137813705.sh
Installing NVTabular
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Requirement already satisfied: pip in /var/jenkins_home/.local/lib/python3.8/site-packages (21.3.1)
Requirement already satisfied: setuptools in /var/jenkins_home/.local/lib/python3.8/site-packages (59.6.0)
Requirement already satisfied: wheel in /var/jenkins_home/.local/lib/python3.8/site-packages (0.37.0)
Requirement already satisfied: pybind11 in /var/jenkins_home/.local/lib/python3.8/site-packages (2.8.1)
Requirement already satisfied: numpy==1.20.3 in /var/jenkins_home/.local/lib/python3.8/site-packages (1.20.3)
Found existing installation: nvtabular 0.8.0+7.gb459467
ERROR: Exception:
Traceback (most recent call last):
File "/var/jenkins_home/.local/lib/python3.8/site-packages/pip/_internal/cli/base_command.py", line 164, in exc_logging_wrapper
status = run_func(*args)
File "/var/jenkins_home/.local/lib/python3.8/site-packages/pip/_internal/commands/uninstall.py", line 97, in run
uninstall_pathset = req.uninstall(
File "/var/jenkins_home/.local/lib/python3.8/site-packages/pip/_internal/req/req_install.py", line 670, in uninstall
uninstalled_pathset = UninstallPathSet.from_dist(dist)
File "/var/jenkins_home/.local/lib/python3.8/site-packages/pip/_internal/req/req_uninstall.py", line 533, in from_dist
assert (
AssertionError: Egg-link /var/jenkins_home/workspace/nvtabular_tests/nvtabular does not match installed location of nvtabular (at /nvtabular)
Build step 'Execute shell' marked build as failure
Performing Post build task...
Match found for : : True
Logical operation result is TRUE
Running script : #!/bin/bash
cd /var/jenkins_home/
CUDA_VISIBLE_DEVICES=1 python test_res_push.py "https://api.GitHub.com/repos/NVIDIA-Merlin/NVTabular/issues/$ghprbPullId/comments" "/var/jenkins_home/jobs/$JOB_NAME/builds/$BUILD_NUMBER/log"
[nvtabular_tests] $ /bin/bash /tmp/jenkins7115981558668514297.sh