Address virtual dev review comments

[mikemckiernan]

This commit also includes items flagged by flake8_nb and make -C docs linkcheck.

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https://nvidia-merlin.github.io/Merlin/review/pr-626

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GitHub pull request #626 of commit a203db282faddc343c746786577c1f5d856d8fc3, no merge conflicts.
Running as SYSTEM
Setting status of a203db282faddc343c746786577c1f5d856d8fc3 to PENDING with url https://10.20.13.93:8080/job/merlin_merlin/453/console and message: 'Pending'
Using context: Jenkins
Building on master in workspace /var/jenkins_home/workspace/merlin_merlin
using credential systems-login
 > git rev-parse --is-inside-work-tree # timeout=10
Fetching changes from the remote Git repository
 > git config remote.origin.url https://github.com/NVIDIA-Merlin/Merlin # timeout=10
Fetching upstream changes from https://github.com/NVIDIA-Merlin/Merlin
 > git --version # timeout=10
using GIT_ASKPASS to set credentials login for merlin-systems
 > git fetch --tags --force --progress -- https://github.com/NVIDIA-Merlin/Merlin +refs/pull/626/*:refs/remotes/origin/pr/626/* # timeout=10
 > git rev-parse a203db282faddc343c746786577c1f5d856d8fc3^{commit} # timeout=10
Checking out Revision a203db282faddc343c746786577c1f5d856d8fc3 (detached)
 > git config core.sparsecheckout # timeout=10
 > git checkout -f a203db282faddc343c746786577c1f5d856d8fc3 # timeout=10
Commit message: "Address virtual dev review comments"
 > git rev-list --no-walk bd242601f4e5d80add977748529f68a9025049b2 # timeout=10
[merlin_merlin] $ /bin/bash /tmp/jenkins5501236165794684183.sh
GLOB sdist-make: /var/jenkins_home/workspace/merlin_merlin/merlin/setup.py
test-gpu inst-nodeps: /var/jenkins_home/workspace/merlin_merlin/merlin/.tox/.tmp/package/1/merlin-0.0.1.zip
WARNING: Discarding $PYTHONPATH from environment, to override specify PYTHONPATH in 'passenv' in your configuration.
test-gpu installed: absl-py==1.2.0,alabaster==0.7.12,anyio==3.6.1,argon2-cffi==21.3.0,argon2-cffi-bindings==21.2.0,astroid==2.5.6,asttokens==2.0.7,astunparse==1.6.3,asv==0.5.1,asvdb==0.4.2,attrs==22.1.0,awscli==1.25.73,Babel==2.10.3,backcall==0.2.0,beautifulsoup4==4.11.1,betterproto==1.2.5,black==22.6.0,bleach==5.0.1,boto3==1.24.51,botocore==1.27.72,Brotli==1.0.9,cachetools==5.2.0,certifi==2019.11.28,cffi==1.15.1,chardet==3.0.4,clang==5.0,click==8.1.3,cloudpickle==2.1.0,colorama==0.4.4,coverage==6.4.4,cuda-python==11.7.1,cudf==22.4.0,cupy-cuda116==10.6.0,cycler==0.11.0,Cython==0.29.32,dask==2022.1.1,dask-cuda==22.4.0,dask-cudf==22.4.0,dbus-python==1.2.16,debugpy==1.6.2,decorator==5.1.1,defusedxml==0.7.1,dill==0.3.5.1,distlib==0.3.6,distributed==2022.3.0,distro==1.7.0,dm-tree==0.1.7,docker-pycreds==0.4.0,docutils==0.16,emoji==1.7.0,entrypoints==0.4,execnet==1.9.0,executing==0.10.0,faiss-gpu==1.7.2,fastai==2.7.9,fastapi==0.82.0,fastavro==1.6.0,fastcore==1.5.24,fastdownload==0.0.7,fastjsonschema==2.16.1,fastprogress==1.0.3,fastrlock==0.8,feast==0.19.4,fiddle==0.2.0,filelock==3.8.0,flatbuffers==1.12,fonttools==4.37.1,fsspec==2022.5.0,gast==0.4.0,gevent==21.12.0,geventhttpclient==2.0,gitdb==4.0.9,GitPython==3.1.27,google==3.0.0,google-api-core==2.10.0,google-auth==2.11.0,google-auth-oauthlib==0.4.6,google-pasta==0.2.0,googleapis-common-protos==1.52.0,graphviz==0.20.1,greenlet==1.1.2,grpcio==1.41.0,grpcio-channelz==1.47.0,grpcio-reflection==1.48.1,grpclib==0.4.3,h11==0.13.0,h2==4.1.0,h5py==3.7.0,HeapDict==1.0.1,hpack==4.0.0,httptools==0.4.0,hugectr2onnx==0.0.0,huggingface-hub==0.8.1,hyperframe==6.0.1,idna==2.8,imagesize==1.4.1,implicit==0.6.0,importlib-metadata==4.12.0,importlib-resources==5.9.0,iniconfig==1.1.1,ipykernel==6.15.1,ipython==8.4.0,ipython-genutils==0.2.0,ipywidgets==7.7.0,jedi==0.18.1,Jinja2==3.1.2,jmespath==1.0.1,joblib==1.1.0,json5==0.9.9,jsonschema==4.9.1,jupyter-cache==0.4.3,jupyter-client==7.3.4,jupyter-core==4.11.1,jupyter-server==1.18.1,jupyter-server-mathjax==0.2.5,jupyter-sphinx==0.3.2,jupyterlab==3.4.5,jupyterlab-pygments==0.2.2,jupyterlab-server==2.15.0,jupyterlab-widgets==1.1.0,keras==2.9.0,Keras-Preprocessing==1.1.2,kiwisolver==1.4.4,lazy-object-proxy==1.7.1,libclang==14.0.6,lightfm==1.16,lightgbm==3.3.2,linkify-it-py==1.0.3,llvmlite==0.39.0,locket==1.0.0,lxml==4.9.1,Markdown==3.4.1,markdown-it-py==1.1.0,MarkupSafe==2.1.1,matplotlib==3.5.3,matplotlib-inline==0.1.3,mdit-py-plugins==0.2.8,merlin==0.0.1,merlin-core==0+untagged.112.gfbfcaf3,merlin-models==0.6.0+45.g5a345d9c1,merlin-systems==0+untagged.105.gf89cc51,mistune==0.8.4,mmh3==3.0.0,mpi4py==3.1.3,msgpack==1.0.4,multidict==6.0.2,myst-nb==0.13.2,myst-parser==0.15.2,natsort==8.1.0,nbclassic==0.4.3,nbclient==0.6.6,nbconvert==6.5.3,nbdime==3.1.1,nbformat==5.4.0,nest-asyncio==1.5.5,notebook==6.4.12,notebook-shim==0.1.0,numba==0.56.0,numpy==1.21.5,nvidia-pyindex==1.0.9,# Editable install with no version control (nvtabular==1.3.3+15.g16e4e34e9),-e /usr/local/lib/python3.8/dist-packages,nvtx==0.2.5,oauthlib==3.2.0,onnx==1.12.0,onnxruntime==1.11.1,opt-einsum==3.3.0,packaging==21.3,pandas==1.3.5,pandavro==1.5.2,pandocfilters==1.5.0,parso==0.8.3,partd==1.3.0,pathtools==0.1.2,pexpect==4.8.0,pickleshare==0.7.5,Pillow==9.2.0,pkgutil_resolve_name==1.3.10,platformdirs==2.5.2,pluggy==1.0.0,prometheus-client==0.14.1,promise==2.3,prompt-toolkit==3.0.30,proto-plus==1.19.6,protobuf==3.19.4,psutil==5.9.1,ptyprocess==0.7.0,pure-eval==0.2.2,py==1.11.0,pyarrow==6.0.0,pyasn1==0.4.8,pyasn1-modules==0.2.8,pybind11==2.10.0,pycparser==2.21,pydantic==1.10.2,pydot==1.4.2,Pygments==2.12.0,PyGObject==3.36.0,pynvml==11.4.1,pyparsing==3.0.9,pyrsistent==0.18.1,pytest==7.1.2,pytest-cov==3.0.0,pytest-forked==1.4.0,pytest-xdist==2.5.0,python-apt==2.0.0+ubuntu0.20.4.7,python-dateutil==2.8.2,python-dotenv==0.21.0,python-rapidjson==1.8,pytz==2022.2.1,PyYAML==5.4.1,pyzmq==23.2.1,regex==2022.7.25,requests==2.22.0,requests-oauthlib==1.3.1,requests-unixsocket==0.2.0,rmm==21.12.0,rsa==4.7.2,s3fs==2022.2.0,s3transfer==0.6.0,sacremoses==0.0.53,scikit-build==0.15.0,scikit-learn==1.1.2,scipy==1.9.0,seedir==0.3.0,Send2Trash==1.8.0,sentry-sdk==1.9.4,setproctitle==1.3.2,setuptools-scm==7.0.5,shortuuid==1.0.9,six==1.15.0,sklearn==0.0,smmap==5.0.0,sniffio==1.2.0,snowballstemmer==2.2.0,sortedcontainers==2.4.0,soupsieve==2.3.2.post1,Sphinx==5.1.1,sphinx-multiversion==0.2.4,sphinx-togglebutton==0.3.1,sphinx_external_toc==0.3.0,sphinxcontrib-applehelp==1.0.2,sphinxcontrib-copydirs @ git+https://github.com/mikemckiernan/sphinxcontrib-copydirs.git@bd8c5d79b3f91cf5f1bb0d6995aeca3fe84b670e,sphinxcontrib-devhelp==1.0.2,sphinxcontrib-htmlhelp==2.0.0,sphinxcontrib-jsmath==1.0.1,sphinxcontrib-qthelp==1.0.3,sphinxcontrib-serializinghtml==1.1.5,SQLAlchemy==1.4.36,stack-data==0.4.0,starlette==0.19.1,stringcase==1.2.0,supervisor==4.1.0,tabulate==0.8.10,tblib==1.7.0,tdqm==0.0.1,tenacity==8.0.1,tensorboard==2.9.1,tensorboard-data-server==0.6.1,tensorboard-plugin-wit==1.8.1,tensorflow==2.6.2,tensorflow-estimator==2.9.0,tensorflow-gpu==2.9.2,tensorflow-io-gcs-filesystem==0.26.0,tensorflow-metadata==1.9.0,termcolor==1.1.0,terminado==0.15.0,testbook==0.4.2,threadpoolctl==3.1.0,tinycss2==1.1.1,tokenizers==0.10.3,toml==0.10.2,tomli==2.0.1,toolz==0.12.0,torch==1.12.1+cu113,torchmetrics==0.3.2,tornado==6.2,tox==3.25.1,tqdm==4.64.0,traitlets==5.3.0,transformers==4.12.0,transformers4rec==0.1.11+10.g21a2a836a,treelite==2.3.0,treelite-runtime==2.3.0,tritonclient==2.22.0,typing_extensions==4.3.0,uc-micro-py==1.0.1,urllib3==1.26.11,uvicorn==0.18.3,uvloop==0.16.0,versioneer==0.20,virtualenv==20.16.4,wandb==0.13.1,watchfiles==0.16.1,wcwidth==0.2.5,webencodings==0.5.1,websocket-client==1.3.3,websockets==10.3,Werkzeug==2.2.2,widgetsnbextension==3.6.0,wrapt==1.12.1,xgboost==1.6.1,zict==2.2.0,zipp==3.8.1,zope.event==4.5.0,zope.interface==5.4.0
test-gpu run-test-pre: PYTHONHASHSEED='2662864673'
test-gpu run-test: commands[0] | python -m pip install --upgrade git+https://github.com/NVIDIA-Merlin/systems.git
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Collecting git+https://github.com/NVIDIA-Merlin/systems.git
  Cloning https://github.com/NVIDIA-Merlin/systems.git to /tmp/pip-req-build-ifrzf5gl
  Running command git clone --filter=blob:none --quiet https://github.com/NVIDIA-Merlin/systems.git /tmp/pip-req-build-ifrzf5gl
  Resolved https://github.com/NVIDIA-Merlin/systems.git to commit 15074adf11bcc9bb9da375ec40ab4e431f1c93e9
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): finished with status 'done'
Requirement already satisfied: nvtabular>=1.0.0 in ./.tox/test-gpu/lib/python3.8/site-packages (from merlin-systems==0.5.0+4.g15074ad) (1.4.0+8.g95e12d34)
Requirement already satisfied: merlin-core>=0.2.0 in ./.tox/test-gpu/lib/python3.8/site-packages (from merlin-systems==0.5.0+4.g15074ad) (0.6.0+1.g5926fcf)
Requirement already satisfied: pandas<1.4.0dev0,>=1.2.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.3.5)
Requirement already satisfied: pyarrow>=5.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (6.0.0)
Requirement already satisfied: tqdm>=4.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (4.64.0)
Requirement already satisfied: betterproto<2.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.2.5)
Requirement already satisfied: packaging in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (21.3)
Requirement already satisfied: tensorflow-metadata>=1.2.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.9.0)
Requirement already satisfied: distributed>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2022.3.0)
Requirement already satisfied: numba>=0.54 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (0.55.1)
Requirement already satisfied: dask>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2022.3.0)
Requirement already satisfied: protobuf>=3.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (3.19.4)
Requirement already satisfied: fsspec==2022.5.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2022.5.0)
Requirement already satisfied: scipy in /usr/local/lib/python3.8/dist-packages (from nvtabular>=1.0.0->merlin-systems==0.5.0+4.g15074ad) (1.9.0)
Requirement already satisfied: stringcase in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.2.0)
Requirement already satisfied: grpclib in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (0.4.3)
Requirement already satisfied: pyyaml>=5.3.1 in /var/jenkins_home/.local/lib/python3.8/site-packages/PyYAML-5.4.1-py3.8-linux-x86_64.egg (from dask>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (5.4.1)
Requirement already satisfied: toolz>=0.8.2 in /usr/local/lib/python3.8/dist-packages (from dask>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (0.12.0)
Requirement already satisfied: cloudpickle>=1.1.1 in /usr/local/lib/python3.8/dist-packages (from dask>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2.1.0)
Requirement already satisfied: partd>=0.3.10 in /var/jenkins_home/.local/lib/python3.8/site-packages/partd-1.2.0-py3.8.egg (from dask>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.2.0)
Requirement already satisfied: psutil>=5.0 in /var/jenkins_home/.local/lib/python3.8/site-packages/psutil-5.8.0-py3.8-linux-x86_64.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (5.8.0)
Requirement already satisfied: tornado>=6.0.3 in /var/jenkins_home/.local/lib/python3.8/site-packages/tornado-6.1-py3.8-linux-x86_64.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (6.1)
Requirement already satisfied: jinja2 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (3.1.2)
Requirement already satisfied: zict>=0.1.3 in /var/jenkins_home/.local/lib/python3.8/site-packages/zict-2.0.0-py3.8.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2.0.0)
Requirement already satisfied: msgpack>=0.6.0 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.0.4)
Requirement already satisfied: tblib>=1.6.0 in /var/jenkins_home/.local/lib/python3.8/site-packages/tblib-1.7.0-py3.8.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.7.0)
Requirement already satisfied: click>=6.6 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (8.1.3)
Requirement already satisfied: sortedcontainers!=2.0.0,!=2.0.1 in /var/jenkins_home/.local/lib/python3.8/site-packages/sortedcontainers-2.4.0-py3.8.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2.4.0)
Requirement already satisfied: setuptools in ./.tox/test-gpu/lib/python3.8/site-packages (from numba>=0.54->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (65.3.0)
Requirement already satisfied: llvmlite<0.39,>=0.38.0rc1 in ./.tox/test-gpu/lib/python3.8/site-packages (from numba>=0.54->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (0.38.1)
Requirement already satisfied: numpy<1.22,>=1.18 in /var/jenkins_home/.local/lib/python3.8/site-packages (from numba>=0.54->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.20.3)
Requirement already satisfied: pyparsing!=3.0.5,>=2.0.2 in /usr/local/lib/python3.8/dist-packages (from packaging->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (3.0.9)
Requirement already satisfied: python-dateutil>=2.7.3 in /usr/local/lib/python3.8/dist-packages (from pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2.8.2)
Requirement already satisfied: pytz>=2017.3 in /usr/local/lib/python3.8/dist-packages (from pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2022.2.1)
Requirement already satisfied: googleapis-common-protos<2,>=1.52.0 in /usr/local/lib/python3.8/dist-packages (from tensorflow-metadata>=1.2.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.52.0)
Requirement already satisfied: absl-py<2.0.0,>=0.9 in /usr/local/lib/python3.8/dist-packages (from tensorflow-metadata>=1.2.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.2.0)
Requirement already satisfied: locket in /var/jenkins_home/.local/lib/python3.8/site-packages/locket-0.2.1-py3.8.egg (from partd>=0.3.10->dask>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (0.2.1)
Requirement already satisfied: six>=1.5 in /var/jenkins_home/.local/lib/python3.8/site-packages (from python-dateutil>=2.7.3->pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.15.0)
Requirement already satisfied: heapdict in /var/jenkins_home/.local/lib/python3.8/site-packages/HeapDict-1.0.1-py3.8.egg (from zict>=0.1.3->distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.0.1)
Requirement already satisfied: multidict in /usr/local/lib/python3.8/dist-packages (from grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (6.0.2)
Requirement already satisfied: h2<5,>=3.1.0 in /usr/local/lib/python3.8/dist-packages (from grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (4.1.0)
Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.8/dist-packages (from jinja2->distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2.1.1)
Requirement already satisfied: hyperframe<7,>=6.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (6.0.1)
Requirement already satisfied: hpack<5,>=4.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (4.0.0)
test-gpu run-test: commands[1] | python -m pip install --upgrade git+https://github.com/NVIDIA-Merlin/models.git
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Collecting git+https://github.com/NVIDIA-Merlin/models.git
  Cloning https://github.com/NVIDIA-Merlin/models.git to /tmp/pip-req-build-ugin_z35
  Running command git clone --filter=blob:none --quiet https://github.com/NVIDIA-Merlin/models.git /tmp/pip-req-build-ugin_z35
  Resolved https://github.com/NVIDIA-Merlin/models.git to commit a00b40ba368fab17577c582a233f711c6285e6fb
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): finished with status 'done'
Requirement already satisfied: merlin-core>=0.2.0 in ./.tox/test-gpu/lib/python3.8/site-packages (from merlin-models==0.7.0+6.ga00b40ba) (0.6.0+1.g5926fcf)
Requirement already satisfied: pandas<1.4.0dev0,>=1.2.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (1.3.5)
Requirement already satisfied: pyarrow>=5.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (6.0.0)
Requirement already satisfied: tqdm>=4.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (4.64.0)
Requirement already satisfied: betterproto<2.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (1.2.5)
Requirement already satisfied: packaging in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (21.3)
Requirement already satisfied: tensorflow-metadata>=1.2.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (1.9.0)
Requirement already satisfied: distributed>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (2022.3.0)
Requirement already satisfied: numba>=0.54 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (0.55.1)
Requirement already satisfied: dask>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (2022.3.0)
Requirement already satisfied: protobuf>=3.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (3.19.4)
Requirement already satisfied: fsspec==2022.5.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (2022.5.0)
Requirement already satisfied: stringcase in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (1.2.0)
Requirement already satisfied: grpclib in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (0.4.3)
Requirement already satisfied: pyyaml>=5.3.1 in /var/jenkins_home/.local/lib/python3.8/site-packages/PyYAML-5.4.1-py3.8-linux-x86_64.egg (from dask>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (5.4.1)
Requirement already satisfied: toolz>=0.8.2 in /usr/local/lib/python3.8/dist-packages (from dask>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (0.12.0)
Requirement already satisfied: cloudpickle>=1.1.1 in /usr/local/lib/python3.8/dist-packages (from dask>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (2.1.0)
Requirement already satisfied: partd>=0.3.10 in /var/jenkins_home/.local/lib/python3.8/site-packages/partd-1.2.0-py3.8.egg (from dask>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (1.2.0)
Requirement already satisfied: psutil>=5.0 in /var/jenkins_home/.local/lib/python3.8/site-packages/psutil-5.8.0-py3.8-linux-x86_64.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (5.8.0)
Requirement already satisfied: tornado>=6.0.3 in /var/jenkins_home/.local/lib/python3.8/site-packages/tornado-6.1-py3.8-linux-x86_64.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (6.1)
Requirement already satisfied: jinja2 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (3.1.2)
Requirement already satisfied: zict>=0.1.3 in /var/jenkins_home/.local/lib/python3.8/site-packages/zict-2.0.0-py3.8.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (2.0.0)
Requirement already satisfied: msgpack>=0.6.0 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (1.0.4)
Requirement already satisfied: tblib>=1.6.0 in /var/jenkins_home/.local/lib/python3.8/site-packages/tblib-1.7.0-py3.8.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (1.7.0)
Requirement already satisfied: click>=6.6 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (8.1.3)
Requirement already satisfied: sortedcontainers!=2.0.0,!=2.0.1 in /var/jenkins_home/.local/lib/python3.8/site-packages/sortedcontainers-2.4.0-py3.8.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (2.4.0)
Requirement already satisfied: setuptools in ./.tox/test-gpu/lib/python3.8/site-packages (from numba>=0.54->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (65.3.0)
Requirement already satisfied: llvmlite<0.39,>=0.38.0rc1 in ./.tox/test-gpu/lib/python3.8/site-packages (from numba>=0.54->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (0.38.1)
Requirement already satisfied: numpy<1.22,>=1.18 in /var/jenkins_home/.local/lib/python3.8/site-packages (from numba>=0.54->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (1.20.3)
Requirement already satisfied: pyparsing!=3.0.5,>=2.0.2 in /usr/local/lib/python3.8/dist-packages (from packaging->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (3.0.9)
Requirement already satisfied: python-dateutil>=2.7.3 in /usr/local/lib/python3.8/dist-packages (from pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (2.8.2)
Requirement already satisfied: pytz>=2017.3 in /usr/local/lib/python3.8/dist-packages (from pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (2022.2.1)
Requirement already satisfied: googleapis-common-protos<2,>=1.52.0 in /usr/local/lib/python3.8/dist-packages (from tensorflow-metadata>=1.2.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (1.52.0)
Requirement already satisfied: absl-py<2.0.0,>=0.9 in /usr/local/lib/python3.8/dist-packages (from tensorflow-metadata>=1.2.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (1.2.0)
Requirement already satisfied: locket in /var/jenkins_home/.local/lib/python3.8/site-packages/locket-0.2.1-py3.8.egg (from partd>=0.3.10->dask>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (0.2.1)
Requirement already satisfied: six>=1.5 in /var/jenkins_home/.local/lib/python3.8/site-packages (from python-dateutil>=2.7.3->pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (1.15.0)
Requirement already satisfied: heapdict in /var/jenkins_home/.local/lib/python3.8/site-packages/HeapDict-1.0.1-py3.8.egg (from zict>=0.1.3->distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (1.0.1)
Requirement already satisfied: multidict in /usr/local/lib/python3.8/dist-packages (from grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (6.0.2)
Requirement already satisfied: h2<5,>=3.1.0 in /usr/local/lib/python3.8/dist-packages (from grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (4.1.0)
Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.8/dist-packages (from jinja2->distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (2.1.1)
Requirement already satisfied: hyperframe<7,>=6.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (6.0.1)
Requirement already satisfied: hpack<5,>=4.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (4.0.0)
Building wheels for collected packages: merlin-models
  Building wheel for merlin-models (pyproject.toml): started
  Building wheel for merlin-models (pyproject.toml): finished with status 'done'
  Created wheel for merlin-models: filename=merlin_models-0.7.0+6.ga00b40ba-py3-none-any.whl size=322821 sha256=51520d6dd835d2d0a5884907fd5f287550c637d4c93a4ec7e69c812d05b97355
  Stored in directory: /tmp/pip-ephem-wheel-cache-btnt42jn/wheels/5a/43/99/d50fe2c33b4f4686db73207ce3865e0d6be6609ffb03abade5
Successfully built merlin-models
Installing collected packages: merlin-models
  Attempting uninstall: merlin-models
    Found existing installation: merlin-models 0.7.0+5.g91fee2a8
    Uninstalling merlin-models-0.7.0+5.g91fee2a8:
      Successfully uninstalled merlin-models-0.7.0+5.g91fee2a8
Successfully installed merlin-models-0.7.0+6.ga00b40ba
test-gpu run-test: commands[2] | python -m pip install --upgrade git+https://github.com/NVIDIA-Merlin/NVTabular.git
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Collecting git+https://github.com/NVIDIA-Merlin/NVTabular.git
  Cloning https://github.com/NVIDIA-Merlin/NVTabular.git to /tmp/pip-req-build-23m6wt9u
  Running command git clone --filter=blob:none --quiet https://github.com/NVIDIA-Merlin/NVTabular.git /tmp/pip-req-build-23m6wt9u
  Resolved https://github.com/NVIDIA-Merlin/NVTabular.git to commit 95e12d34728eb74c107780906635955144d8c90b
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): finished with status 'done'
Requirement already satisfied: scipy in /usr/local/lib/python3.8/dist-packages (from nvtabular==1.4.0+8.g95e12d34) (1.9.0)
Requirement already satisfied: merlin-core>=0.2.0 in ./.tox/test-gpu/lib/python3.8/site-packages (from nvtabular==1.4.0+8.g95e12d34) (0.6.0+1.g5926fcf)
Requirement already satisfied: pandas<1.4.0dev0,>=1.2.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.3.5)
Requirement already satisfied: pyarrow>=5.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (6.0.0)
Requirement already satisfied: tqdm>=4.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (4.64.0)
Requirement already satisfied: betterproto<2.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.2.5)
Requirement already satisfied: packaging in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (21.3)
Requirement already satisfied: tensorflow-metadata>=1.2.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.9.0)
Requirement already satisfied: distributed>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (2022.3.0)
Requirement already satisfied: numba>=0.54 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (0.55.1)
Requirement already satisfied: dask>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (2022.3.0)
Requirement already satisfied: protobuf>=3.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (3.19.4)
Requirement already satisfied: fsspec==2022.5.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (2022.5.0)
Requirement already satisfied: numpy<1.25.0,>=1.18.5 in /var/jenkins_home/.local/lib/python3.8/site-packages (from scipy->nvtabular==1.4.0+8.g95e12d34) (1.20.3)
Requirement already satisfied: stringcase in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.2.0)
Requirement already satisfied: grpclib in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (0.4.3)
Requirement already satisfied: pyyaml>=5.3.1 in /var/jenkins_home/.local/lib/python3.8/site-packages/PyYAML-5.4.1-py3.8-linux-x86_64.egg (from dask>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (5.4.1)
Requirement already satisfied: toolz>=0.8.2 in /usr/local/lib/python3.8/dist-packages (from dask>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (0.12.0)
Requirement already satisfied: cloudpickle>=1.1.1 in /usr/local/lib/python3.8/dist-packages (from dask>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (2.1.0)
Requirement already satisfied: partd>=0.3.10 in /var/jenkins_home/.local/lib/python3.8/site-packages/partd-1.2.0-py3.8.egg (from dask>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.2.0)
Requirement already satisfied: psutil>=5.0 in /var/jenkins_home/.local/lib/python3.8/site-packages/psutil-5.8.0-py3.8-linux-x86_64.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (5.8.0)
Requirement already satisfied: tornado>=6.0.3 in /var/jenkins_home/.local/lib/python3.8/site-packages/tornado-6.1-py3.8-linux-x86_64.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (6.1)
Requirement already satisfied: jinja2 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (3.1.2)
Requirement already satisfied: zict>=0.1.3 in /var/jenkins_home/.local/lib/python3.8/site-packages/zict-2.0.0-py3.8.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (2.0.0)
Requirement already satisfied: msgpack>=0.6.0 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.0.4)
Requirement already satisfied: tblib>=1.6.0 in /var/jenkins_home/.local/lib/python3.8/site-packages/tblib-1.7.0-py3.8.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.7.0)
Requirement already satisfied: click>=6.6 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (8.1.3)
Requirement already satisfied: sortedcontainers!=2.0.0,!=2.0.1 in /var/jenkins_home/.local/lib/python3.8/site-packages/sortedcontainers-2.4.0-py3.8.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (2.4.0)
Requirement already satisfied: setuptools in ./.tox/test-gpu/lib/python3.8/site-packages (from numba>=0.54->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (65.3.0)
Requirement already satisfied: llvmlite<0.39,>=0.38.0rc1 in ./.tox/test-gpu/lib/python3.8/site-packages (from numba>=0.54->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (0.38.1)
Requirement already satisfied: pyparsing!=3.0.5,>=2.0.2 in /usr/local/lib/python3.8/dist-packages (from packaging->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (3.0.9)
Requirement already satisfied: python-dateutil>=2.7.3 in /usr/local/lib/python3.8/dist-packages (from pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (2.8.2)
Requirement already satisfied: pytz>=2017.3 in /usr/local/lib/python3.8/dist-packages (from pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (2022.2.1)
Requirement already satisfied: googleapis-common-protos<2,>=1.52.0 in /usr/local/lib/python3.8/dist-packages (from tensorflow-metadata>=1.2.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.52.0)
Requirement already satisfied: absl-py<2.0.0,>=0.9 in /usr/local/lib/python3.8/dist-packages (from tensorflow-metadata>=1.2.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.2.0)
Requirement already satisfied: locket in /var/jenkins_home/.local/lib/python3.8/site-packages/locket-0.2.1-py3.8.egg (from partd>=0.3.10->dask>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (0.2.1)
Requirement already satisfied: six>=1.5 in /var/jenkins_home/.local/lib/python3.8/site-packages (from python-dateutil>=2.7.3->pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.15.0)
Requirement already satisfied: heapdict in /var/jenkins_home/.local/lib/python3.8/site-packages/HeapDict-1.0.1-py3.8.egg (from zict>=0.1.3->distributed>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.0.1)
Requirement already satisfied: multidict in /usr/local/lib/python3.8/dist-packages (from grpclib->betterproto<2.0.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (6.0.2)
Requirement already satisfied: h2<5,>=3.1.0 in /usr/local/lib/python3.8/dist-packages (from grpclib->betterproto<2.0.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (4.1.0)
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test-gpu run-test: commands[3] | python -m pip install --upgrade git+https://github.com/NVIDIA-Merlin/core.git
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Collecting git+https://github.com/NVIDIA-Merlin/core.git
  Cloning https://github.com/NVIDIA-Merlin/core.git to /tmp/pip-req-build-d_sagk8o
  Running command git clone --filter=blob:none --quiet https://github.com/NVIDIA-Merlin/core.git /tmp/pip-req-build-d_sagk8o
  Resolved https://github.com/NVIDIA-Merlin/core.git to commit 5926fcfc0776c112680cbca28553c15211c2fda7
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): finished with status 'done'
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test-gpu run-test: commands[4] | python -m pytest --cov-report term --cov merlin -rxs tests/unit
============================= test session starts ==============================
platform linux -- Python 3.8.10, pytest-7.1.2, pluggy-1.0.0
cachedir: .tox/test-gpu/.pytest_cache
rootdir: /var/jenkins_home/workspace/merlin_merlin/merlin
plugins: anyio-3.5.0, xdist-2.5.0, forked-1.4.0, cov-3.0.0
collected 3 items
tests/unit/test_version.py .                                             [ 33%]

tests/unit/examples/test_building_deploying_multi_stage_RecSys.py s      [ 66%]

tests/unit/examples/test_scaling_criteo_merlin_models.py F               [100%]
=================================== FAILURES ===================================

__________________________________ test_func ___________________________________
self = <testbook.client.TestbookNotebookClient object at 0x7fc4360e32e0>

cell = [31], kwargs = {}, cell_indexes = [31], executed_cells = [], idx = 31
def execute_cell(self, cell, **kwargs) -> Union[Dict, List[Dict]]:
    """
    Executes a cell or list of cells
    """
    if isinstance(cell, slice):
        start, stop = self._cell_index(cell.start), self._cell_index(cell.stop)
        if cell.step is not None:
            raise TestbookError('testbook does not support step argument')

        cell = range(start, stop + 1)
    elif isinstance(cell, str) or isinstance(cell, int):
        cell = [cell]

    cell_indexes = cell

    if all(isinstance(x, str) for x in cell):
        cell_indexes = [self._cell_index(tag) for tag in cell]

    executed_cells = []
    for idx in cell_indexes:
        try:


          cell = super().execute_cell(self.nb['cells'][idx], idx, **kwargs)


../../../.local/lib/python3.8/site-packages/testbook/client.py:133:

args = (<testbook.client.TestbookNotebookClient object at 0x7fc4360e32e0>, {'id': '36043344', 'cell_type': 'code', 'metadata'...[38;5;241m.\x1b[39mis_server_ready()\n', '\x1b[0;31mRuntimeError\x1b[0m: Tritonserver failed to start (ret=1)']}]}, 31)

kwargs = {}
def wrapped(*args, **kwargs):


  return just_run(coro(*args, **kwargs))


../../../.local/lib/python3.8/site-packages/nbclient/util.py:84:

coro = <coroutine object NotebookClient.async_execute_cell at 0x7fc361ee92c0>
def just_run(coro: Awaitable) -> Any:
    """Make the coroutine run, even if there is an event loop running (using nest_asyncio)"""
    # original from vaex/asyncio.py
    loop = asyncio._get_running_loop()
    if loop is None:
        had_running_loop = False
        try:
            loop = asyncio.get_event_loop()
        except RuntimeError:
            # we can still get 'There is no current event loop in ...'
            loop = asyncio.new_event_loop()
            asyncio.set_event_loop(loop)
    else:
        had_running_loop = True
    if had_running_loop:
        # if there is a running loop, we patch using nest_asyncio
        # to have reentrant event loops
        check_ipython()
        import nest_asyncio

        nest_asyncio.apply()
        check_patch_tornado()


  return loop.run_until_complete(coro)


../../../.local/lib/python3.8/site-packages/nbclient/util.py:62:

self = <_UnixSelectorEventLoop running=False closed=False debug=False>

future = <Task finished name='Task-228' coro=<NotebookClient.async_execute_cell() done, defined at /var/jenkins_home/.local/lib...0;31mRuntimeError\x1b[0m: Tritonserver failed to start (ret=1)\nRuntimeError: Tritonserver failed to start (ret=1)\n')>
def run_until_complete(self, future):
    """Run until the Future is done.

    If the argument is a coroutine, it is wrapped in a Task.

    WARNING: It would be disastrous to call run_until_complete()
    with the same coroutine twice -- it would wrap it in two
    different Tasks and that can't be good.

    Return the Future's result, or raise its exception.
    """
    self._check_closed()
    self._check_running()

    new_task = not futures.isfuture(future)
    future = tasks.ensure_future(future, loop=self)
    if new_task:
        # An exception is raised if the future didn't complete, so there
        # is no need to log the "destroy pending task" message
        future._log_destroy_pending = False

    future.add_done_callback(_run_until_complete_cb)
    try:
        self.run_forever()
    except:
        if new_task and future.done() and not future.cancelled():
            # The coroutine raised a BaseException. Consume the exception
            # to not log a warning, the caller doesn't have access to the
            # local task.
            future.exception()
        raise
    finally:
        future.remove_done_callback(_run_until_complete_cb)
    if not future.done():
        raise RuntimeError('Event loop stopped before Future completed.')


  return future.result()


/usr/lib/python3.8/asyncio/base_events.py:616:

self = <testbook.client.TestbookNotebookClient object at 0x7fc4360e32e0>

cell = {'id': '36043344', 'cell_type': 'code', 'metadata': {'execution': {'iopub.status.busy': '2022-09-19T19:09:42.379657Z',...t\x1b[38;5;241m.\x1b[39mis_server_ready()\n', '\x1b[0;31mRuntimeError\x1b[0m: Tritonserver failed to start (ret=1)']}]}

cell_index = 31, execution_count = None, store_history = True
async def async_execute_cell(
    self,
    cell: NotebookNode,
    cell_index: int,
    execution_count: t.Optional[int] = None,
    store_history: bool = True,
) -> NotebookNode:
    """
    Executes a single code cell.

    To execute all cells see :meth:`execute`.

    Parameters
    ----------
    cell : nbformat.NotebookNode
        The cell which is currently being processed.
    cell_index : int
        The position of the cell within the notebook object.
    execution_count : int
        The execution count to be assigned to the cell (default: Use kernel response)
    store_history : bool
        Determines if history should be stored in the kernel (default: False).
        Specific to ipython kernels, which can store command histories.

    Returns
    -------
    output : dict
        The execution output payload (or None for no output).

    Raises
    ------
    CellExecutionError
        If execution failed and should raise an exception, this will be raised
        with defaults about the failure.

    Returns
    -------
    cell : NotebookNode
        The cell which was just processed.
    """
    assert self.kc is not None

    await run_hook(self.on_cell_start, cell=cell, cell_index=cell_index)

    if cell.cell_type != 'code' or not cell.source.strip():
        self.log.debug("Skipping non-executing cell %s", cell_index)
        return cell

    if self.skip_cells_with_tag in cell.metadata.get("tags", []):
        self.log.debug("Skipping tagged cell %s", cell_index)
        return cell

    if self.record_timing:  # clear execution metadata prior to execution
        cell['metadata']['execution'] = {}

    self.log.debug("Executing cell:\n%s", cell.source)

    cell_allows_errors = (not self.force_raise_errors) and (
        self.allow_errors or "raises-exception" in cell.metadata.get("tags", [])
    )

    await run_hook(self.on_cell_execute, cell=cell, cell_index=cell_index)
    parent_msg_id = await ensure_async(
        self.kc.execute(
            cell.source, store_history=store_history, stop_on_error=not cell_allows_errors
        )
    )
    await run_hook(self.on_cell_complete, cell=cell, cell_index=cell_index)
    # We launched a code cell to execute
    self.code_cells_executed += 1
    exec_timeout = self._get_timeout(cell)

    cell.outputs = []
    self.clear_before_next_output = False

    task_poll_kernel_alive = asyncio.ensure_future(self._async_poll_kernel_alive())
    task_poll_output_msg = asyncio.ensure_future(
        self._async_poll_output_msg(parent_msg_id, cell, cell_index)
    )
    self.task_poll_for_reply = asyncio.ensure_future(
        self._async_poll_for_reply(
            parent_msg_id, cell, exec_timeout, task_poll_output_msg, task_poll_kernel_alive
        )
    )
    try:
        exec_reply = await self.task_poll_for_reply
    except asyncio.CancelledError:
        # can only be cancelled by task_poll_kernel_alive when the kernel is dead
        task_poll_output_msg.cancel()
        raise DeadKernelError("Kernel died")
    except Exception as e:
        # Best effort to cancel request if it hasn't been resolved
        try:
            # Check if the task_poll_output is doing the raising for us
            if not isinstance(e, CellControlSignal):
                task_poll_output_msg.cancel()
        finally:
            raise

    if execution_count:
        cell['execution_count'] = execution_count


  await self._check_raise_for_error(cell, cell_index, exec_reply)


../../../.local/lib/python3.8/site-packages/nbclient/client.py:965:

self = <testbook.client.TestbookNotebookClient object at 0x7fc4360e32e0>

cell = {'id': '36043344', 'cell_type': 'code', 'metadata': {'execution': {'iopub.status.busy': '2022-09-19T19:09:42.379657Z',...t\x1b[38;5;241m.\x1b[39mis_server_ready()\n', '\x1b[0;31mRuntimeError\x1b[0m: Tritonserver failed to start (ret=1)']}]}

cell_index = 31

exec_reply = {'buffers': [], 'content': {'ename': 'RuntimeError', 'engine_info': {'engine_id': -1, 'engine_uuid': 'a03c1ebb-772d-40...e, 'engine': 'a03c1ebb-772d-4029-a5c5-6306bb59412c', 'started': '2022-09-19T19:09:42.379974Z', 'status': 'error'}, ...}
async def _check_raise_for_error(
    self, cell: NotebookNode, cell_index: int, exec_reply: t.Optional[t.Dict]
) -> None:

    if exec_reply is None:
        return None

    exec_reply_content = exec_reply['content']
    if exec_reply_content['status'] != 'error':
        return None

    cell_allows_errors = (not self.force_raise_errors) and (
        self.allow_errors
        or exec_reply_content.get('ename') in self.allow_error_names
        or "raises-exception" in cell.metadata.get("tags", [])
    )
    await run_hook(self.on_cell_error, cell=cell, cell_index=cell_index)
    if not cell_allows_errors:


      raise CellExecutionError.from_cell_and_msg(cell, exec_reply_content)


E           nbclient.exceptions.CellExecutionError: An error occurred while executing the following cell:

E           ------------------

E

E           import shutil

E           from merlin.systems.triton.utils import run_ensemble_on_tritonserver

E           outputs = ensemble.graph.output_schema.column_names

E           response = run_ensemble_on_tritonserver(

E               "/tmp/output/criteo/ensemble/",workflow.input_schema, batch.fillna(0),

E               outputs, "ensemble_model"

E           )

E           response = [x.tolist()[0] for x in response["label/binary_classification_task"]]

E           shutil.rmtree("/tmp/input/criteo", ignore_errors=True)

E           shutil.rmtree("/tmp/output/criteo", ignore_errors=True)

E

E           ------------------

E

E           �[0;31m---------------------------------------------------------------------------�[0m

E           �[0;31mRuntimeError�[0m                              Traceback (most recent call last)

E           Input �[0;32mIn [13]�[0m, in �[0;36m<cell line: 4>�[0;34m()�[0m

E           �[1;32m      2�[0m �[38;5;28;01mfrom�[39;00m �[38;5;21;01mmerlin�[39;00m�[38;5;21;01m.�[39;00m�[38;5;21;01msystems�[39;00m�[38;5;21;01m.�[39;00m�[38;5;21;01mtriton�[39;00m�[38;5;21;01m.�[39;00m�[38;5;21;01mutils�[39;00m �[38;5;28;01mimport�[39;00m run_ensemble_on_tritonserver

E           �[1;32m      3�[0m outputs �[38;5;241m=�[39m ensemble�[38;5;241m.�[39mgraph�[38;5;241m.�[39moutput_schema�[38;5;241m.�[39mcolumn_names

E           �[0;32m----> 4�[0m response �[38;5;241m=�[39m �[43mrun_ensemble_on_tritonserver�[49m�[43m(�[49m

E           �[1;32m      5�[0m �[43m    �[49m�[38;5;124;43m"�[39;49m�[38;5;124;43m/tmp/output/criteo/ensemble/�[39;49m�[38;5;124;43m"�[39;49m�[43m,�[49m�[43mworkflow�[49m�[38;5;241;43m.�[39;49m�[43minput_schema�[49m�[43m,�[49m�[43m �[49m�[43mbatch�[49m�[38;5;241;43m.�[39;49m�[43mfillna�[49m�[43m(�[49m�[38;5;241;43m0�[39;49m�[43m)�[49m�[43m,�[49m

E           �[1;32m      6�[0m �[43m    �[49m�[43moutputs�[49m�[43m,�[49m�[43m �[49m�[38;5;124;43m"�[39;49m�[38;5;124;43mensemble_model�[39;49m�[38;5;124;43m"�[39;49m

E           �[1;32m      7�[0m �[43m)�[49m

E           �[1;32m      8�[0m response �[38;5;241m=�[39m [x�[38;5;241m.�[39mtolist()[�[38;5;241m0�[39m] �[38;5;28;01mfor�[39;00m x �[38;5;129;01min�[39;00m response[�[38;5;124m"�[39m�[38;5;124mlabel/binary_classification_task�[39m�[38;5;124m"�[39m]]

E           �[1;32m      9�[0m shutil�[38;5;241m.�[39mrmtree(�[38;5;124m"�[39m�[38;5;124m/tmp/input/criteo�[39m�[38;5;124m"�[39m, ignore_errors�[38;5;241m=�[39m�[38;5;28;01mTrue�[39;00m)

E

E           File �[0;32m~/workspace/merlin_merlin/merlin/.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/triton/utils.py:138�[0m, in �[0;36mrun_ensemble_on_tritonserver�[0;34m(tmpdir, schema, df, output_columns, model_name)�[0m

E           �[1;32m    115�[0m �[38;5;124;03m"""Starts up a Triton server instance, loads up the ensemble model,�[39;00m

E           �[1;32m    116�[0m �[38;5;124;03mprepares the inference request and returns the unparsed inference�[39;00m

E           �[1;32m    117�[0m �[38;5;124;03mresponse.�[39;00m

E           �[0;32m   (...)�[0m

E           �[1;32m    135�[0m �[38;5;124;03m    the results of the prediction, parsed by output column name.�[39;00m

E           �[1;32m    136�[0m �[38;5;124;03m"""�[39;00m

E           �[1;32m    137�[0m response �[38;5;241m=�[39m �[38;5;28;01mNone�[39;00m

E           �[0;32m--> 138�[0m �[38;5;28;01mwith�[39;00m run_triton_server(tmpdir) �[38;5;28;01mas�[39;00m client:

E           �[1;32m    139�[0m     response �[38;5;241m=�[39m send_triton_request(

E           �[1;32m    140�[0m         schema, df, output_columns, client�[38;5;241m=�[39mclient, triton_model�[38;5;241m=�[39mmodel_name

E           �[1;32m    141�[0m     )

E           �[1;32m    143�[0m �[38;5;28;01mreturn�[39;00m response

E

E           File �[0;32m/usr/lib/python3.8/contextlib.py:113�[0m, in �[0;36m_GeneratorContextManager.__enter__�[0;34m(self)�[0m

E           �[1;32m    111�[0m �[38;5;28;01mdel�[39;00m �[38;5;28mself�[39m�[38;5;241m.�[39margs, �[38;5;28mself�[39m�[38;5;241m.�[39mkwds, �[38;5;28mself�[39m�[38;5;241m.�[39mfunc

E           �[1;32m    112�[0m �[38;5;28;01mtry�[39;00m:

E           �[0;32m--> 113�[0m     �[38;5;28;01mreturn�[39;00m �[38;5;28;43mnext�[39;49m�[43m(�[49m�[38;5;28;43mself�[39;49m�[38;5;241;43m.�[39;49m�[43mgen�[49m�[43m)�[49m

E           �[1;32m    114�[0m �[38;5;28;01mexcept�[39;00m �[38;5;167;01mStopIteration�[39;00m:

E           �[1;32m    115�[0m     �[38;5;28;01mraise�[39;00m �[38;5;167;01mRuntimeError�[39;00m(�[38;5;124m"�[39m�[38;5;124mgenerator didn�[39m�[38;5;124m'�[39m�[38;5;124mt yield�[39m�[38;5;124m"�[39m) �[38;5;28;01mfrom�[39;00m �[38;5;28mNone�[39m

E

E           File �[0;32m~/workspace/merlin_merlin/merlin/.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/triton/utils.py:81�[0m, in �[0;36mrun_triton_server�[0;34m(model_repository, grpc_host, grpc_port, backend_config)�[0m

E           �[1;32m     79�[0m �[38;5;28;01mif�[39;00m process�[38;5;241m.�[39mpoll() �[38;5;129;01mis�[39;00m �[38;5;129;01mnot�[39;00m �[38;5;28;01mNone�[39;00m:

E           �[1;32m     80�[0m     retcode �[38;5;241m=�[39m process�[38;5;241m.�[39mreturncode

E           �[0;32m---> 81�[0m     �[38;5;28;01mraise�[39;00m �[38;5;167;01mRuntimeError�[39;00m(�[38;5;124mf�[39m�[38;5;124m"�[39m�[38;5;124mTritonserver failed to start (ret=�[39m�[38;5;132;01m{�[39;00mretcode�[38;5;132;01m}�[39;00m�[38;5;124m)�[39m�[38;5;124m"�[39m)

E           �[1;32m     83�[0m �[38;5;28;01mtry�[39;00m:

E           �[1;32m     84�[0m     ready �[38;5;241m=�[39m client�[38;5;241m.�[39mis_server_ready()

E

E           �[0;31mRuntimeError�[0m: Tritonserver failed to start (ret=1)

E           RuntimeError: Tritonserver failed to start (ret=1)
../../../.local/lib/python3.8/site-packages/nbclient/client.py:862: CellExecutionError
During handling of the above exception, another exception occurred:
def test_func():
    with testbook(
        REPO_ROOT / "examples" / "scaling-criteo" / "02-ETL-with-NVTabular.ipynb",
        execute=False,
        timeout=180,
    ) as tb1:
        tb1.inject(
            """
            import os
            os.environ["BASE_DIR"] = "/tmp/input/criteo/"
            os.environ["INPUT_DATA_DIR"] = "/tmp/input/criteo/"
            os.environ["OUTPUT_DATA_DIR"] = "/tmp/output/criteo/"
            os.system("mkdir -p /tmp/input/criteo")
            os.system("mkdir -p /tmp/output/criteo")

            from merlin.datasets.synthetic import generate_data

            train, valid = generate_data("criteo", int(100000), set_sizes=(0.7, 0.3))

            train.to_ddf().compute().to_parquet('/tmp/input/criteo/day_0.parquet')
            valid.to_ddf().compute().to_parquet('/tmp/input/criteo/day_1.parquet')
            """
        )
        tb1.execute()
        assert os.path.isfile("/tmp/output/criteo/train/part_0.parquet")
        assert os.path.isfile("/tmp/output/criteo/valid/part_0.parquet")
        assert os.path.isfile("/tmp/output/criteo/workflow/metadata.json")

    with testbook(
        REPO_ROOT
        / "examples"
        / "scaling-criteo"
        / "03-Training-with-Merlin-Models-TensorFlow.ipynb",
        execute=False,
        timeout=180,
    ) as tb2:
        tb2.inject(
            """
            import os
            os.environ["INPUT_DATA_DIR"] = "/tmp/output/criteo/"
            """
        )
        tb2.execute()
        metrics = tb2.ref("eval_metrics")
        assert set(metrics.keys()) == set(
            [
                "auc",
                "binary_accuracy",
                "loss",
                "precision",
                "recall",
                "regularization_loss",
            ]
        )
        assert os.path.isfile("/tmp/output/criteo/dlrm/saved_model.pb")

    with testbook(
        REPO_ROOT
        / "examples"
        / "scaling-criteo"
        / "04-Triton-Inference-with-Merlin-Models-TensorFlow.ipynb",
        execute=False,
        timeout=180,
    ) as tb3:
        tb3.inject(
            """
            import os
            os.environ["BASE_DIR"] = "/tmp/output/criteo/"
            os.environ["INPUT_FOLDER"] = "/tmp/input/criteo/"
            """
        )
        NUM_OF_CELLS = len(tb3.cells)
        tb3.execute_cell(list(range(0, NUM_OF_CELLS - 5)))


      tb3.inject(


            """
            import shutil
            from merlin.systems.triton.utils import run_ensemble_on_tritonserver
            outputs = ensemble.graph.output_schema.column_names
            response = run_ensemble_on_tritonserver(
                "/tmp/output/criteo/ensemble/",workflow.input_schema, batch.fillna(0),
                outputs, "ensemble_model"
            )
            response = [x.tolist()[0] for x in response["label/binary_classification_task"]]
            shutil.rmtree("/tmp/input/criteo", ignore_errors=True)
            shutil.rmtree("/tmp/output/criteo", ignore_errors=True)
            """
        )

tests/unit/examples/test_scaling_criteo_merlin_models.py:83:

../../../.local/lib/python3.8/site-packages/testbook/client.py:237: in inject

cell = TestbookNode(self.execute_cell(inject_idx)) if run else TestbookNode(code_cell)

self = <testbook.client.TestbookNotebookClient object at 0x7fc4360e32e0>

cell = [31], kwargs = {}, cell_indexes = [31], executed_cells = [], idx = 31
def execute_cell(self, cell, **kwargs) -> Union[Dict, List[Dict]]:
    """
    Executes a cell or list of cells
    """
    if isinstance(cell, slice):
        start, stop = self._cell_index(cell.start), self._cell_index(cell.stop)
        if cell.step is not None:
            raise TestbookError('testbook does not support step argument')

        cell = range(start, stop + 1)
    elif isinstance(cell, str) or isinstance(cell, int):
        cell = [cell]

    cell_indexes = cell

    if all(isinstance(x, str) for x in cell):
        cell_indexes = [self._cell_index(tag) for tag in cell]

    executed_cells = []
    for idx in cell_indexes:
        try:
            cell = super().execute_cell(self.nb['cells'][idx], idx, **kwargs)
        except CellExecutionError as ce:


          raise TestbookRuntimeError(ce.evalue, ce, self._get_error_class(ce.ename))


E               testbook.exceptions.TestbookRuntimeError: An error occurred while executing the following cell:

E               ------------------

E

E               import shutil

E               from merlin.systems.triton.utils import run_ensemble_on_tritonserver

E               outputs = ensemble.graph.output_schema.column_names

E               response = run_ensemble_on_tritonserver(

E                   "/tmp/output/criteo/ensemble/",workflow.input_schema, batch.fillna(0),

E                   outputs, "ensemble_model"

E               )

E               response = [x.tolist()[0] for x in response["label/binary_classification_task"]]

E               shutil.rmtree("/tmp/input/criteo", ignore_errors=True)

E               shutil.rmtree("/tmp/output/criteo", ignore_errors=True)

E

E               ------------------

E

E               �[0;31m---------------------------------------------------------------------------�[0m

E               �[0;31mRuntimeError�[0m                              Traceback (most recent call last)

E               Input �[0;32mIn [13]�[0m, in �[0;36m<cell line: 4>�[0;34m()�[0m

E               �[1;32m      2�[0m �[38;5;28;01mfrom�[39;00m �[38;5;21;01mmerlin�[39;00m�[38;5;21;01m.�[39;00m�[38;5;21;01msystems�[39;00m�[38;5;21;01m.�[39;00m�[38;5;21;01mtriton�[39;00m�[38;5;21;01m.�[39;00m�[38;5;21;01mutils�[39;00m �[38;5;28;01mimport�[39;00m run_ensemble_on_tritonserver

E               �[1;32m      3�[0m outputs �[38;5;241m=�[39m ensemble�[38;5;241m.�[39mgraph�[38;5;241m.�[39moutput_schema�[38;5;241m.�[39mcolumn_names

E               �[0;32m----> 4�[0m response �[38;5;241m=�[39m �[43mrun_ensemble_on_tritonserver�[49m�[43m(�[49m

E               �[1;32m      5�[0m �[43m    �[49m�[38;5;124;43m"�[39;49m�[38;5;124;43m/tmp/output/criteo/ensemble/�[39;49m�[38;5;124;43m"�[39;49m�[43m,�[49m�[43mworkflow�[49m�[38;5;241;43m.�[39;49m�[43minput_schema�[49m�[43m,�[49m�[43m �[49m�[43mbatch�[49m�[38;5;241;43m.�[39;49m�[43mfillna�[49m�[43m(�[49m�[38;5;241;43m0�[39;49m�[43m)�[49m�[43m,�[49m

E               �[1;32m      6�[0m �[43m    �[49m�[43moutputs�[49m�[43m,�[49m�[43m �[49m�[38;5;124;43m"�[39;49m�[38;5;124;43mensemble_model�[39;49m�[38;5;124;43m"�[39;49m

E               �[1;32m      7�[0m �[43m)�[49m

E               �[1;32m      8�[0m response �[38;5;241m=�[39m [x�[38;5;241m.�[39mtolist()[�[38;5;241m0�[39m] �[38;5;28;01mfor�[39;00m x �[38;5;129;01min�[39;00m response[�[38;5;124m"�[39m�[38;5;124mlabel/binary_classification_task�[39m�[38;5;124m"�[39m]]

E               �[1;32m      9�[0m shutil�[38;5;241m.�[39mrmtree(�[38;5;124m"�[39m�[38;5;124m/tmp/input/criteo�[39m�[38;5;124m"�[39m, ignore_errors�[38;5;241m=�[39m�[38;5;28;01mTrue�[39;00m)

E

E               File �[0;32m~/workspace/merlin_merlin/merlin/.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/triton/utils.py:138�[0m, in �[0;36mrun_ensemble_on_tritonserver�[0;34m(tmpdir, schema, df, output_columns, model_name)�[0m

E               �[1;32m    115�[0m �[38;5;124;03m"""Starts up a Triton server instance, loads up the ensemble model,�[39;00m

E               �[1;32m    116�[0m �[38;5;124;03mprepares the inference request and returns the unparsed inference�[39;00m

E               �[1;32m    117�[0m �[38;5;124;03mresponse.�[39;00m

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E               �[1;32m    139�[0m     response �[38;5;241m=�[39m send_triton_request(

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E

E               File �[0;32m/usr/lib/python3.8/contextlib.py:113�[0m, in �[0;36m_GeneratorContextManager.__enter__�[0;34m(self)�[0m

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E

E               File �[0;32m~/workspace/merlin_merlin/merlin/.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/triton/utils.py:81�[0m, in �[0;36mrun_triton_server�[0;34m(model_repository, grpc_host, grpc_port, backend_config)�[0m

E               �[1;32m     79�[0m �[38;5;28;01mif�[39;00m process�[38;5;241m.�[39mpoll() �[38;5;129;01mis�[39;00m �[38;5;129;01mnot�[39;00m �[38;5;28;01mNone�[39;00m:

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E               �[1;32m     83�[0m �[38;5;28;01mtry�[39;00m:

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E

E               �[0;31mRuntimeError�[0m: Tritonserver failed to start (ret=1)

E               RuntimeError: Tritonserver failed to start (ret=1)
../../../.local/lib/python3.8/site-packages/testbook/client.py:135: TestbookRuntimeError

----------------------------- Captured stderr call -----------------------------

2022-09-19 19:08:39,114 - distributed.preloading - INFO - Import preload module: dask_cuda.initialize

2022-09-19 19:08:39,159 - distributed.preloading - INFO - Import preload module: dask_cuda.initialize

2022-09-19 19:08:39,213 - distributed.preloading - INFO - Import preload module: dask_cuda.initialize

2022-09-19 19:08:39,224 - distributed.preloading - INFO - Import preload module: dask_cuda.initialize

/usr/local/lib/python3.8/dist-packages/cudf/core/frame.py:384: UserWarning: The deep parameter is ignored and is only included for pandas compatibility.

warnings.warn(

/usr/local/lib/python3.8/dist-packages/cudf/core/frame.py:384: UserWarning: The deep parameter is ignored and is only included for pandas compatibility.

warnings.warn(

/usr/local/lib/python3.8/dist-packages/cudf/core/frame.py:384: UserWarning: The deep parameter is ignored and is only included for pandas compatibility.

warnings.warn(

/usr/local/lib/python3.8/dist-packages/cudf/core/frame.py:384: UserWarning: The deep parameter is ignored and is only included for pandas compatibility.

warnings.warn(

/usr/lib/python3.8/multiprocessing/resource_tracker.py:216: UserWarning: resource_tracker: There appear to be 45 leaked semaphore objects to clean up at shutdown

warnings.warn('resource_tracker: There appear to be %d '

2022-09-19 19:08:58.296225: I tensorflow/core/platform/cpu_feature_guard.cc:193] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations:  AVX2 FMA

To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.

2022-09-19 19:09:02.285033: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 0

2022-09-19 19:09:02.285187: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:0 with 8139 MB memory:  -> device: 0, name: Tesla P100-DGXS-16GB, pci bus id: 0000:07:00.0, compute capability: 6.0

2022-09-19 19:09:02.285881: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 1

2022-09-19 19:09:02.285933: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:1 with 15153 MB memory:  -> device: 1, name: Tesla P100-DGXS-16GB, pci bus id: 0000:08:00.0, compute capability: 6.0

2022-09-19 19:09:02.286575: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 2

2022-09-19 19:09:02.286619: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:2 with 15153 MB memory:  -> device: 2, name: Tesla P100-DGXS-16GB, pci bus id: 0000:0e:00.0, compute capability: 6.0

2022-09-19 19:09:02.287240: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 3

2022-09-19 19:09:02.287285: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:3 with 15153 MB memory:  -> device: 3, name: Tesla P100-DGXS-16GB, pci bus id: 0000:0f:00.0, compute capability: 6.0

Error in atexit._run_exitfuncs:

Traceback (most recent call last):

File "/usr/lib/python3.8/logging/init.py", line 2127, in shutdown

h.close()

File "/usr/local/lib/python3.8/dist-packages/absl/logging/init.py", line 934, in close

self.stream.close()

File "/usr/local/lib/python3.8/dist-packages/ipykernel/iostream.py", line 438, in close

self.watch_fd_thread.join()

AttributeError: 'OutStream' object has no attribute 'watch_fd_thread'

2022-09-19 19:09:33.270185: I tensorflow/core/platform/cpu_feature_guard.cc:193] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations:  AVX2 FMA

To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.

2022-09-19 19:09:37.268672: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 0

2022-09-19 19:09:37.268851: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:0 with 15133 MB memory:  -> device: 0, name: Tesla P100-DGXS-16GB, pci bus id: 0000:07:00.0, compute capability: 6.0

2022-09-19 19:09:37.269544: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 1

2022-09-19 19:09:37.269601: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:1 with 15153 MB memory:  -> device: 1, name: Tesla P100-DGXS-16GB, pci bus id: 0000:08:00.0, compute capability: 6.0

2022-09-19 19:09:37.270245: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 2

2022-09-19 19:09:37.270292: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:2 with 15153 MB memory:  -> device: 2, name: Tesla P100-DGXS-16GB, pci bus id: 0000:0e:00.0, compute capability: 6.0

2022-09-19 19:09:37.270929: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 3

2022-09-19 19:09:37.270974: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:3 with 15153 MB memory:  -> device: 3, name: Tesla P100-DGXS-16GB, pci bus id: 0000:0f:00.0, compute capability: 6.0

I0919 19:09:42.733573 11068 pinned_memory_manager.cc:240] Pinned memory pool is created at '0x7fd226000000' with size 268435456

I0919 19:09:42.734308 11068 cuda_memory_manager.cc:105] CUDA memory pool is created on device 0 with size 67108864

I0919 19:09:42.738416 11068 model_repository_manager.cc:1191] loading: 0_transformworkflow:1

I0919 19:09:42.838661 11068 model_repository_manager.cc:1191] loading: 1_predicttensorflow:1

I0919 19:09:42.845752 11068 python_be.cc:1774] TRITONBACKEND_ModelInstanceInitialize: 0_transformworkflow (GPU device 0)

I0919 19:09:46.093373 11068 model_repository_manager.cc:1345] successfully loaded '0_transformworkflow' version 1

I0919 19:09:46.366236 11068 tensorflow.cc:2204] TRITONBACKEND_Initialize: tensorflow

I0919 19:09:46.366277 11068 tensorflow.cc:2214] Triton TRITONBACKEND API version: 1.10

I0919 19:09:46.366284 11068 tensorflow.cc:2220] 'tensorflow' TRITONBACKEND API version: 1.10

I0919 19:09:46.366290 11068 tensorflow.cc:2244] backend configuration:

{"cmdline":{"auto-complete-config":"false","backend-directory":"/opt/tritonserver/backends","min-compute-capability":"6.000000","version":"2","default-max-batch-size":"4"}}

I0919 19:09:46.366332 11068 tensorflow.cc:2310] TRITONBACKEND_ModelInitialize: 1_predicttensorflow (version 1)

I0919 19:09:46.367476 11068 tensorflow.cc:2359] TRITONBACKEND_ModelInstanceInitialize: 1_predicttensorflow (GPU device 0)

2022-09-19 19:09:46.746704: I tensorflow/cc/saved_model/reader.cc:43] Reading SavedModel from: /tmp/output/criteo/ensemble/1_predicttensorflow/1/model.savedmodel

2022-09-19 19:09:46.760617: I tensorflow/cc/saved_model/reader.cc:81] Reading meta graph with tags { serve }

2022-09-19 19:09:46.760650: I tensorflow/cc/saved_model/reader.cc:122] Reading SavedModel debug info (if present) from: /tmp/output/criteo/ensemble/1_predicttensorflow/1/model.savedmodel

2022-09-19 19:09:46.760764: I tensorflow/core/platform/cpu_feature_guard.cc:194] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations:  SSE3 SSE4.1 SSE4.2 AVX

To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.

2022-09-19 19:09:46.806067: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 0

2022-09-19 19:09:46.806171: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:0 with 14240 MB memory:  -> device: 0, name: Tesla P100-DGXS-16GB, pci bus id: 0000:07:00.0, compute capability: 6.0

2022-09-19 19:09:46.872326: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:354] MLIR V1 optimization pass is not enabled

2022-09-19 19:09:46.877820: I tensorflow/cc/saved_model/loader.cc:230] Restoring SavedModel bundle.

2022-09-19 19:09:47.036900: I tensorflow/cc/saved_model/loader.cc:214] Running initialization op on SavedModel bundle at path: /tmp/output/criteo/ensemble/1_predicttensorflow/1/model.savedmodel

2022-09-19 19:09:47.100534: I tensorflow/cc/saved_model/loader.cc:321] SavedModel load for tags { serve }; Status: success: OK. Took 353849 microseconds.

I0919 19:09:47.121276 11068 tensorflow.cc:2397] TRITONBACKEND_ModelInstanceFinalize: delete instance state

I0919 19:09:47.121334 11068 tensorflow.cc:2336] TRITONBACKEND_ModelFinalize: delete model state

E0919 19:09:47.121359 11068 model_repository_manager.cc:1348] failed to load '1_predicttensorflow' version 1: Invalid argument: unexpected inference input 'C12', allowed inputs are: args_0, args_0_1, args_0_10, args_0_11, args_0_12, args_0_13, args_0_14, args_0_15, args_0_16, args_0_17, args_0_18, args_0_19, args_0_2, args_0_20, args_0_21, args_0_22, args_0_23, args_0_24, args_0_25, args_0_26, args_0_27, args_0_28, args_0_29, args_0_3, args_0_30, args_0_31, args_0_32, args_0_33, args_0_34, args_0_35, args_0_36, args_0_37, args_0_38, args_0_4, args_0_5, args_0_6, args_0_7, args_0_8, args_0_9

E0919 19:09:47.121446 11068 model_repository_manager.cc:1551] Invalid argument: ensemble 'ensemble_model' depends on '1_predicttensorflow' which has no loaded version

I0919 19:09:47.121542 11068 server.cc:556]

+------------------+------+

| Repository Agent | Path |

+------------------+------+

+------------------+------+
I0919 19:09:47.121626 11068 server.cc:583]

+------------+-----------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+

| Backend    | Path                                                            | Config                                                                                                                                                                       |

+------------+-----------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+

| python     | /opt/tritonserver/backends/python/libtriton_python.so           | {"cmdline":{"auto-complete-config":"false","min-compute-capability":"6.000000","backend-directory":"/opt/tritonserver/backends","default-max-batch-size":"4"}}               |

| tensorflow | /opt/tritonserver/backends/tensorflow2/libtriton_tensorflow2.so | {"cmdline":{"auto-complete-config":"false","backend-directory":"/opt/tritonserver/backends","min-compute-capability":"6.000000","version":"2","default-max-batch-size":"4"}} |

+------------+-----------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
I0919 19:09:47.121746 11068 server.cc:626]

+---------------------+---------+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+

| Model               | Version | Status                                                                                                                                                                                                                                                                                                                                                                                                                                                                          |

+---------------------+---------+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+

| 0_transformworkflow | 1       | READY                                                                                                                                                                                                                                                                                                                                                                                                                                                                           |

| 1_predicttensorflow | 1       | UNAVAILABLE: Invalid argument: unexpected inference input 'C12', allowed inputs are: args_0, args_0_1, args_0_10, args_0_11, args_0_12, args_0_13, args_0_14, args_0_15, args_0_16, args_0_17, args_0_18, args_0_19, args_0_2, args_0_20, args_0_21, args_0_22, args_0_23, args_0_24, args_0_25, args_0_26, args_0_27, args_0_28, args_0_29, args_0_3, args_0_30, args_0_31, args_0_32, args_0_33, args_0_34, args_0_35, args_0_36, args_0_37, args_0_38, args_0_4, args_0_5, a |

|                     |         | rgs_0_6, args_0_7, args_0_8, args_0_9                                                                                                                                                                                                                                                                                                                                                                                                                                           |

+---------------------+---------+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
I0919 19:09:47.183174 11068 metrics.cc:650] Collecting metrics for GPU 0: Tesla P100-DGXS-16GB

I0919 19:09:47.184065 11068 tritonserver.cc:2159]

+----------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+

| Option                           | Value                                                                                                                                                                                        |

+----------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+

| server_id                        | triton                                                                                                                                                                                       |

| server_version                   | 2.23.0                                                                                                                                                                                       |

| server_extensions                | classification sequence model_repository model_repository(unload_dependents) schedule_policy model_configuration system_shared_memory cuda_shared_memory binary_tensor_data statistics trace |

| model_repository_path[0]         | /tmp/output/criteo/ensemble/                                                                                                                                                                 |

| model_control_mode               | MODE_NONE                                                                                                                                                                                    |

| strict_model_config              | 1                                                                                                                                                                                            |

| rate_limit                       | OFF                                                                                                                                                                                          |

| pinned_memory_pool_byte_size     | 268435456                                                                                                                                                                                    |

| cuda_memory_pool_byte_size{0}    | 67108864                                                                                                                                                                                     |

| response_cache_byte_size         | 0                                                                                                                                                                                            |

| min_supported_compute_capability | 6.0                                                                                                                                                                                          |

| strict_readiness                 | 1                                                                                                                                                                                            |

| exit_timeout                     | 30                                                                                                                                                                                           |

+----------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
I0919 19:09:47.184100 11068 server.cc:257] Waiting for in-flight requests to complete.

I0919 19:09:47.184108 11068 server.cc:273] Timeout 30: Found 0 model versions that have in-flight inferences

I0919 19:09:47.184119 11068 model_repository_manager.cc:1223] unloading: 0_transformworkflow:1

I0919 19:09:47.184154 11068 server.cc:288] All models are stopped, unloading models

I0919 19:09:47.184163 11068 server.cc:295] Timeout 30: Found 1 live models and 0 in-flight non-inference requests

I0919 19:09:48.184241 11068 server.cc:295] Timeout 29: Found 1 live models and 0 in-flight non-inference requests

W0919 19:09:48.202959 11068 metrics.cc:468] Unable to get energy consumption for GPU 0. Status:Success, value:0

I0919 19:09:48.750854 11068 model_repository_manager.cc:1328] successfully unloaded '0_transformworkflow' version 1

I0919 19:09:49.184358 11068 server.cc:295] Timeout 28: Found 0 live models and 0 in-flight non-inference requests

error: creating server: Internal - failed to load all models

W0919 19:09:49.203168 11068 metrics.cc:468] Unable to get energy consumption for GPU 0. Status:Success, value:0

Error in atexit._run_exitfuncs:

Traceback (most recent call last):

File "/usr/lib/python3.8/logging/init.py", line 2127, in shutdown

h.close()

File "/usr/local/lib/python3.8/dist-packages/absl/logging/init.py", line 934, in close

self.stream.close()

File "/usr/local/lib/python3.8/dist-packages/ipykernel/iostream.py", line 438, in close

self.watch_fd_thread.join()

AttributeError: 'OutStream' object has no attribute 'watch_fd_thread'
---------- coverage: platform linux, python 3.8.10-final-0 -----------

Name                                                                                                  Stmts   Miss  Cover
.tox/test-gpu/lib/python3.8/site-packages/merlin/core/init.py                                         2      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/core/_version.py                                         4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/core/compat.py                                           9      4    56%

.tox/test-gpu/lib/python3.8/site-packages/merlin/core/dispatch.py                                       346    221    36%

.tox/test-gpu/lib/python3.8/site-packages/merlin/core/utils.py                                          195    119    39%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/init.py                                          4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/base_operator.py                                   115     21    82%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/executors.py                                       111     50    55%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/graph.py                                            99     35    65%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/node.py                                            342    165    52%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/ops/init.py                                      4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/ops/concat_columns.py                               18      6    67%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/ops/selection.py                                    20      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/ops/subset_columns.py                               12      4    67%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/ops/subtraction.py                                  21     11    48%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/selector.py                                         88     31    65%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/init.py                                           4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/csv.py                                               57     38    33%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/dask.py                                             181    117    35%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/dataframe_engine.py                                  61     47    23%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/dataframe_iter.py                                    21      4    81%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/dataset.py                                          346    234    32%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/dataset_engine.py                                    37     13    65%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/fsspec_utils.py                                     127    108    15%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/hugectr.py                                           45     35    22%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/parquet.py                                          603    345    43%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/shuffle.py                                           38     20    47%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/worker.py                                            80     30    62%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/writer.py                                           190     78    59%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/writer_factory.py                                    18      5    72%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/init.py                                       2      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/_version.py                                       4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/config/init.py                                0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/config/schema.py                                 62     20    68%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/loader/init.py                                0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/loader/backend.py                               379    117    69%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/loader/dataframe_iter.py                         21     17    19%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/loader/tf_utils.py                               57     27    53%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/loader/utils.py                                  40     15    62%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/init.py                                   64      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/init.py                             0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/cross.py                               44     28    36%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/dlrm.py                                49     11    78%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/experts.py                             99     75    24%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/interaction.py                         93     48    48%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/mlp.py                                114     58    49%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/optimizer.py                          173    127    27%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/retrieval/init.py                   0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/retrieval/base.py                     168    125    26%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/retrieval/matrix_factorization.py      35     19    46%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/retrieval/two_tower.py                 30     18    40%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/sampling/init.py                    0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/sampling/base.py                       29     11    62%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/sampling/cross_batch.py                46     31    33%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/sampling/in_batch.py                   35     20    43%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/sampling/queue.py                     115     99    14%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/init.py                               0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/aggregation.py                          245    109    56%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/base.py                                 239    115    52%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/combinators.py                          393    144    63%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/encoder.py                               73     47    36%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/index.py                                104     68    35%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/prediction.py                            25      2    92%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/tabular.py                              271     76    72%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/dataset.py                                   213    108    49%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/inputs/init.py                             0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/inputs/base.py                                56     44    21%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/inputs/continuous.py                          33      3    91%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/inputs/embedding.py                          432    244    44%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/losses/init.py                             4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/losses/base.py                                 9      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/losses/listwise.py                            13      2    85%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/losses/pairwise.py                           113     55    51%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/metrics/init.py                            2      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/metrics/topk.py                              184     89    52%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/init.py                             0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/base.py                               543    262    52%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/benchmark.py                           16      6    62%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/ranking.py                             69     42    39%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/retrieval.py                           32     15    53%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/utils.py                               10      2    80%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/init.py                            0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/base.py                              123     90    27%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/classification.py                     82     48    41%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/contrastive.py                       135     99    27%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/regression.py                          9      2    78%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/sampling/init.py                   0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/sampling/base.py                      78     41    47%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/sampling/in_batch.py                  37     22    41%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/sampling/popularity.py                27     17    37%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/init.py                   0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/base.py                     199    109    45%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/classification.py            68     25    63%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/multi.py                      7      1    86%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/next_item.py                 59     33    44%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/regression.py                35     19    46%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/retrieval.py                 73     48    34%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/init.py                         0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/bias.py                            74     49    34%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/features.py                       239    187    22%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/noise.py                           43     28    35%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/regularization.py                  17      6    65%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/tensor.py                          91     47    48%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/typing.py                                      7      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/utils/init.py                              0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/utils/batch_utils.py                          81     56    31%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/utils/repr_utils.py                           69     48    30%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/utils/search_utils.py                         34     22    35%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/utils/tf_utils.py                            186    127    32%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/init.py                                 0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/constants.py                                3      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/dataset.py                                 33     24    27%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/doc_utils.py                               10      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/misc_utils.py                             118     90    24%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/registry.py                               101     31    69%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/schema_utils.py                            90     64    29%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/init.py                                       2      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/io/init.py                                    0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/io/proto_utils.py                                20      6    70%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/io/schema_bp.py                                 306      7    98%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/io/tensorflow_metadata.py                       191     46    76%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/schema.py                                       205     54    74%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/tags.py                                          82      8    90%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/init.py                                      6      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/_version.py                                      4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/init.py                                  3      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/ensemble.py                                 78      8    90%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/node.py                                     20      1    95%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/op_runner.py                                21     15    29%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/ops/init.py                              9      4    56%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/ops/operator.py                             83     37    55%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/ops/tensorflow.py                           81     19    77%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/ops/workflow.py                             25      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/model_registry.py                               16      8    50%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/triton/init.py                              47     17    64%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/triton/conversions.py                           87     73    16%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/triton/export.py                               266    210    21%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/triton/utils.py                                 72     26    64%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/workflow/init.py                            22     20     9%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/workflow/base.py                               113     58    49%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/workflow/hugectr.py                             37     29    22%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/workflow/pytorch.py                             10      6    40%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/workflow/tensorflow.py                          32     25    22%
TOTAL                                                                                                 11902   6050    49%
=========================== short test summary info ============================

SKIPPED [1] tests/unit/examples/test_building_deploying_multi_stage_RecSys.py:16: 'NoneType' returning from faiss operator because of randomly generated data.

============== 1 failed, 1 passed, 1 skipped in 88.08s (0:01:28) ===============

/usr/local/lib/python3.8/dist-packages/coverage/inorout.py:519: CoverageWarning: Module merlin was never imported. (module-not-imported)

self.warn(f"Module {pkg} was never imported.", slug="module-not-imported")

/usr/local/lib/python3.8/dist-packages/coverage/control.py:794: CoverageWarning: No data was collected. (no-data-collected)

self._warn("No data was collected.", slug="no-data-collected")

ERROR: InvocationError for command /var/jenkins_home/workspace/merlin_merlin/merlin/.tox/test-gpu/bin/python -m pytest --cov-report term --cov merlin -rxs tests/unit (exited with code 1)

___________________________________ summary ____________________________________

ERROR:   test-gpu: commands failed

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/Merlin/issues/$ghprbPullId/comments" "/var/jenkins_home/jobs/$JOB_NAME/builds/$BUILD_NUMBER/log"

[merlin_merlin] $ /bin/bash /tmp/jenkins5132510244123003845.sh

[mikemckiernan]

rerun tests

[nvidia-merlin-bot]

Click to view CI Results

GitHub pull request #626 of commit a203db282faddc343c746786577c1f5d856d8fc3, no merge conflicts.
Running as SYSTEM
Setting status of a203db282faddc343c746786577c1f5d856d8fc3 to PENDING with url https://10.20.13.93:8080/job/merlin_merlin/454/console and message: 'Pending'
Using context: Jenkins
Building on master in workspace /var/jenkins_home/workspace/merlin_merlin
using credential systems-login
 > git rev-parse --is-inside-work-tree # timeout=10
Fetching changes from the remote Git repository
 > git config remote.origin.url https://github.com/NVIDIA-Merlin/Merlin # timeout=10
Fetching upstream changes from https://github.com/NVIDIA-Merlin/Merlin
 > git --version # timeout=10
using GIT_ASKPASS to set credentials login for merlin-systems
 > git fetch --tags --force --progress -- https://github.com/NVIDIA-Merlin/Merlin +refs/pull/626/*:refs/remotes/origin/pr/626/* # timeout=10
 > git rev-parse a203db282faddc343c746786577c1f5d856d8fc3^{commit} # timeout=10
Checking out Revision a203db282faddc343c746786577c1f5d856d8fc3 (detached)
 > git config core.sparsecheckout # timeout=10
 > git checkout -f a203db282faddc343c746786577c1f5d856d8fc3 # timeout=10
Commit message: "Address virtual dev review comments"
 > git rev-list --no-walk a203db282faddc343c746786577c1f5d856d8fc3 # timeout=10
[merlin_merlin] $ /bin/bash /tmp/jenkins6184338032993487883.sh
GLOB sdist-make: /var/jenkins_home/workspace/merlin_merlin/merlin/setup.py
test-gpu inst-nodeps: /var/jenkins_home/workspace/merlin_merlin/merlin/.tox/.tmp/package/1/merlin-0.0.1.zip
WARNING: Discarding $PYTHONPATH from environment, to override specify PYTHONPATH in 'passenv' in your configuration.
test-gpu installed: absl-py==1.2.0,alabaster==0.7.12,anyio==3.6.1,argon2-cffi==21.3.0,argon2-cffi-bindings==21.2.0,astroid==2.5.6,asttokens==2.0.7,astunparse==1.6.3,asv==0.5.1,asvdb==0.4.2,attrs==22.1.0,awscli==1.25.73,Babel==2.10.3,backcall==0.2.0,beautifulsoup4==4.11.1,betterproto==1.2.5,black==22.6.0,bleach==5.0.1,boto3==1.24.51,botocore==1.27.72,Brotli==1.0.9,cachetools==5.2.0,certifi==2019.11.28,cffi==1.15.1,chardet==3.0.4,clang==5.0,click==8.1.3,cloudpickle==2.1.0,colorama==0.4.4,coverage==6.4.4,cuda-python==11.7.1,cudf==22.4.0,cupy-cuda116==10.6.0,cycler==0.11.0,Cython==0.29.32,dask==2022.1.1,dask-cuda==22.4.0,dask-cudf==22.4.0,dbus-python==1.2.16,debugpy==1.6.2,decorator==5.1.1,defusedxml==0.7.1,dill==0.3.5.1,distlib==0.3.6,distributed==2022.3.0,distro==1.7.0,dm-tree==0.1.7,docker-pycreds==0.4.0,docutils==0.16,emoji==1.7.0,entrypoints==0.4,execnet==1.9.0,executing==0.10.0,faiss-gpu==1.7.2,fastai==2.7.9,fastapi==0.82.0,fastavro==1.6.0,fastcore==1.5.24,fastdownload==0.0.7,fastjsonschema==2.16.1,fastprogress==1.0.3,fastrlock==0.8,feast==0.19.4,fiddle==0.2.0,filelock==3.8.0,flatbuffers==1.12,fonttools==4.37.1,fsspec==2022.5.0,gast==0.4.0,gevent==21.12.0,geventhttpclient==2.0,gitdb==4.0.9,GitPython==3.1.27,google==3.0.0,google-api-core==2.10.0,google-auth==2.11.0,google-auth-oauthlib==0.4.6,google-pasta==0.2.0,googleapis-common-protos==1.52.0,graphviz==0.20.1,greenlet==1.1.2,grpcio==1.41.0,grpcio-channelz==1.47.0,grpcio-reflection==1.48.1,grpclib==0.4.3,h11==0.13.0,h2==4.1.0,h5py==3.7.0,HeapDict==1.0.1,hpack==4.0.0,httptools==0.4.0,hugectr2onnx==0.0.0,huggingface-hub==0.8.1,hyperframe==6.0.1,idna==2.8,imagesize==1.4.1,implicit==0.6.0,importlib-metadata==4.12.0,importlib-resources==5.9.0,iniconfig==1.1.1,ipykernel==6.15.1,ipython==8.4.0,ipython-genutils==0.2.0,ipywidgets==7.7.0,jedi==0.18.1,Jinja2==3.1.2,jmespath==1.0.1,joblib==1.1.0,json5==0.9.9,jsonschema==4.9.1,jupyter-cache==0.4.3,jupyter-client==7.3.4,jupyter-core==4.11.1,jupyter-server==1.18.1,jupyter-server-mathjax==0.2.5,jupyter-sphinx==0.3.2,jupyterlab==3.4.5,jupyterlab-pygments==0.2.2,jupyterlab-server==2.15.0,jupyterlab-widgets==1.1.0,keras==2.9.0,Keras-Preprocessing==1.1.2,kiwisolver==1.4.4,lazy-object-proxy==1.7.1,libclang==14.0.6,lightfm==1.16,lightgbm==3.3.2,linkify-it-py==1.0.3,llvmlite==0.39.0,locket==1.0.0,lxml==4.9.1,Markdown==3.4.1,markdown-it-py==1.1.0,MarkupSafe==2.1.1,matplotlib==3.5.3,matplotlib-inline==0.1.3,mdit-py-plugins==0.2.8,merlin==0.0.1,merlin-core==0+untagged.112.gfbfcaf3,merlin-models==0.6.0+45.g5a345d9c1,merlin-systems==0+untagged.105.gf89cc51,mistune==0.8.4,mmh3==3.0.0,mpi4py==3.1.3,msgpack==1.0.4,multidict==6.0.2,myst-nb==0.13.2,myst-parser==0.15.2,natsort==8.1.0,nbclassic==0.4.3,nbclient==0.6.6,nbconvert==6.5.3,nbdime==3.1.1,nbformat==5.4.0,nest-asyncio==1.5.5,notebook==6.4.12,notebook-shim==0.1.0,numba==0.56.0,numpy==1.21.5,nvidia-pyindex==1.0.9,# Editable install with no version control (nvtabular==1.3.3+15.g16e4e34e9),-e /usr/local/lib/python3.8/dist-packages,nvtx==0.2.5,oauthlib==3.2.0,onnx==1.12.0,onnxruntime==1.11.1,opt-einsum==3.3.0,packaging==21.3,pandas==1.3.5,pandavro==1.5.2,pandocfilters==1.5.0,parso==0.8.3,partd==1.3.0,pathtools==0.1.2,pexpect==4.8.0,pickleshare==0.7.5,Pillow==9.2.0,pkgutil_resolve_name==1.3.10,platformdirs==2.5.2,pluggy==1.0.0,prometheus-client==0.14.1,promise==2.3,prompt-toolkit==3.0.30,proto-plus==1.19.6,protobuf==3.19.4,psutil==5.9.1,ptyprocess==0.7.0,pure-eval==0.2.2,py==1.11.0,pyarrow==6.0.0,pyasn1==0.4.8,pyasn1-modules==0.2.8,pybind11==2.10.0,pycparser==2.21,pydantic==1.10.2,pydot==1.4.2,Pygments==2.12.0,PyGObject==3.36.0,pynvml==11.4.1,pyparsing==3.0.9,pyrsistent==0.18.1,pytest==7.1.2,pytest-cov==3.0.0,pytest-forked==1.4.0,pytest-xdist==2.5.0,python-apt==2.0.0+ubuntu0.20.4.7,python-dateutil==2.8.2,python-dotenv==0.21.0,python-rapidjson==1.8,pytz==2022.2.1,PyYAML==5.4.1,pyzmq==23.2.1,regex==2022.7.25,requests==2.22.0,requests-oauthlib==1.3.1,requests-unixsocket==0.2.0,rmm==21.12.0,rsa==4.7.2,s3fs==2022.2.0,s3transfer==0.6.0,sacremoses==0.0.53,scikit-build==0.15.0,scikit-learn==1.1.2,scipy==1.9.0,seedir==0.3.0,Send2Trash==1.8.0,sentry-sdk==1.9.4,setproctitle==1.3.2,setuptools-scm==7.0.5,shortuuid==1.0.9,six==1.15.0,sklearn==0.0,smmap==5.0.0,sniffio==1.2.0,snowballstemmer==2.2.0,sortedcontainers==2.4.0,soupsieve==2.3.2.post1,Sphinx==5.1.1,sphinx-multiversion==0.2.4,sphinx-togglebutton==0.3.1,sphinx_external_toc==0.3.0,sphinxcontrib-applehelp==1.0.2,sphinxcontrib-copydirs @ git+https://github.com/mikemckiernan/sphinxcontrib-copydirs.git@bd8c5d79b3f91cf5f1bb0d6995aeca3fe84b670e,sphinxcontrib-devhelp==1.0.2,sphinxcontrib-htmlhelp==2.0.0,sphinxcontrib-jsmath==1.0.1,sphinxcontrib-qthelp==1.0.3,sphinxcontrib-serializinghtml==1.1.5,SQLAlchemy==1.4.36,stack-data==0.4.0,starlette==0.19.1,stringcase==1.2.0,supervisor==4.1.0,tabulate==0.8.10,tblib==1.7.0,tdqm==0.0.1,tenacity==8.0.1,tensorboard==2.9.1,tensorboard-data-server==0.6.1,tensorboard-plugin-wit==1.8.1,tensorflow==2.6.2,tensorflow-estimator==2.9.0,tensorflow-gpu==2.9.2,tensorflow-io-gcs-filesystem==0.26.0,tensorflow-metadata==1.9.0,termcolor==1.1.0,terminado==0.15.0,testbook==0.4.2,threadpoolctl==3.1.0,tinycss2==1.1.1,tokenizers==0.10.3,toml==0.10.2,tomli==2.0.1,toolz==0.12.0,torch==1.12.1+cu113,torchmetrics==0.3.2,tornado==6.2,tox==3.25.1,tqdm==4.64.0,traitlets==5.3.0,transformers==4.12.0,transformers4rec==0.1.11+10.g21a2a836a,treelite==2.3.0,treelite-runtime==2.3.0,tritonclient==2.22.0,typing_extensions==4.3.0,uc-micro-py==1.0.1,urllib3==1.26.11,uvicorn==0.18.3,uvloop==0.16.0,versioneer==0.20,virtualenv==20.16.4,wandb==0.13.1,watchfiles==0.16.1,wcwidth==0.2.5,webencodings==0.5.1,websocket-client==1.3.3,websockets==10.3,Werkzeug==2.2.2,widgetsnbextension==3.6.0,wrapt==1.12.1,xgboost==1.6.1,zict==2.2.0,zipp==3.8.1,zope.event==4.5.0,zope.interface==5.4.0
test-gpu run-test-pre: PYTHONHASHSEED='691843865'
test-gpu run-test: commands[0] | python -m pip install --upgrade git+https://github.com/NVIDIA-Merlin/systems.git
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Collecting git+https://github.com/NVIDIA-Merlin/systems.git
  Cloning https://github.com/NVIDIA-Merlin/systems.git to /tmp/pip-req-build-am4h6htq
  Running command git clone --filter=blob:none --quiet https://github.com/NVIDIA-Merlin/systems.git /tmp/pip-req-build-am4h6htq
  Resolved https://github.com/NVIDIA-Merlin/systems.git to commit 15074adf11bcc9bb9da375ec40ab4e431f1c93e9
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): finished with status 'done'
Requirement already satisfied: nvtabular>=1.0.0 in ./.tox/test-gpu/lib/python3.8/site-packages (from merlin-systems==0.5.0+4.g15074ad) (1.4.0+8.g95e12d34)
Requirement already satisfied: merlin-core>=0.2.0 in ./.tox/test-gpu/lib/python3.8/site-packages (from merlin-systems==0.5.0+4.g15074ad) (0.6.0+1.g5926fcf)
Requirement already satisfied: pyarrow>=5.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (6.0.0)
Requirement already satisfied: packaging in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (21.3)
Requirement already satisfied: betterproto<2.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.2.5)
Requirement already satisfied: tqdm>=4.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (4.64.0)
Requirement already satisfied: dask>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2022.3.0)
Requirement already satisfied: fsspec==2022.5.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2022.5.0)
Requirement already satisfied: numba>=0.54 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (0.55.1)
Requirement already satisfied: pandas<1.4.0dev0,>=1.2.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.3.5)
Requirement already satisfied: distributed>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2022.3.0)
Requirement already satisfied: protobuf>=3.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (3.19.4)
Requirement already satisfied: tensorflow-metadata>=1.2.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.9.0)
Requirement already satisfied: scipy in /usr/local/lib/python3.8/dist-packages (from nvtabular>=1.0.0->merlin-systems==0.5.0+4.g15074ad) (1.9.0)
Requirement already satisfied: grpclib in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (0.4.3)
Requirement already satisfied: stringcase in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.2.0)
Requirement already satisfied: cloudpickle>=1.1.1 in /usr/local/lib/python3.8/dist-packages (from dask>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2.1.0)
Requirement already satisfied: toolz>=0.8.2 in /usr/local/lib/python3.8/dist-packages (from dask>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (0.12.0)
Requirement already satisfied: pyyaml>=5.3.1 in /var/jenkins_home/.local/lib/python3.8/site-packages/PyYAML-5.4.1-py3.8-linux-x86_64.egg (from dask>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (5.4.1)
Requirement already satisfied: partd>=0.3.10 in /var/jenkins_home/.local/lib/python3.8/site-packages/partd-1.2.0-py3.8.egg (from dask>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.2.0)
Requirement already satisfied: tblib>=1.6.0 in /var/jenkins_home/.local/lib/python3.8/site-packages/tblib-1.7.0-py3.8.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.7.0)
Requirement already satisfied: tornado>=6.0.3 in /var/jenkins_home/.local/lib/python3.8/site-packages/tornado-6.1-py3.8-linux-x86_64.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (6.1)
Requirement already satisfied: zict>=0.1.3 in /var/jenkins_home/.local/lib/python3.8/site-packages/zict-2.0.0-py3.8.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2.0.0)
Requirement already satisfied: jinja2 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (3.1.2)
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test-gpu run-test: commands[1] | python -m pip install --upgrade git+https://github.com/NVIDIA-Merlin/models.git
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Collecting git+https://github.com/NVIDIA-Merlin/models.git
  Cloning https://github.com/NVIDIA-Merlin/models.git to /tmp/pip-req-build-phdnhcac
  Running command git clone --filter=blob:none --quiet https://github.com/NVIDIA-Merlin/models.git /tmp/pip-req-build-phdnhcac
  Resolved https://github.com/NVIDIA-Merlin/models.git to commit a00b40ba368fab17577c582a233f711c6285e6fb
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): finished with status 'done'
Requirement already satisfied: merlin-core>=0.2.0 in ./.tox/test-gpu/lib/python3.8/site-packages (from merlin-models==0.7.0+6.ga00b40ba) (0.6.0+1.g5926fcf)
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Requirement already satisfied: packaging in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (21.3)
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Requirement already satisfied: distributed>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (2022.3.0)
Requirement already satisfied: protobuf>=3.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (3.19.4)
Requirement already satisfied: tensorflow-metadata>=1.2.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (1.9.0)
Requirement already satisfied: grpclib in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (0.4.3)
Requirement already satisfied: stringcase in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (1.2.0)
Requirement already satisfied: cloudpickle>=1.1.1 in /usr/local/lib/python3.8/dist-packages (from dask>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (2.1.0)
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Requirement already satisfied: pyyaml>=5.3.1 in /var/jenkins_home/.local/lib/python3.8/site-packages/PyYAML-5.4.1-py3.8-linux-x86_64.egg (from dask>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (5.4.1)
Requirement already satisfied: partd>=0.3.10 in /var/jenkins_home/.local/lib/python3.8/site-packages/partd-1.2.0-py3.8.egg (from dask>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (1.2.0)
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Requirement already satisfied: jinja2 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (3.1.2)
Requirement already satisfied: msgpack>=0.6.0 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (1.0.4)
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Requirement already satisfied: setuptools in ./.tox/test-gpu/lib/python3.8/site-packages (from numba>=0.54->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (65.3.0)
Requirement already satisfied: numpy<1.22,>=1.18 in /var/jenkins_home/.local/lib/python3.8/site-packages (from numba>=0.54->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (1.20.3)
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Requirement already satisfied: pytz>=2017.3 in /usr/local/lib/python3.8/dist-packages (from pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (2022.2.1)
Requirement already satisfied: python-dateutil>=2.7.3 in /usr/local/lib/python3.8/dist-packages (from pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (2.8.2)
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Requirement already satisfied: googleapis-common-protos<2,>=1.52.0 in /usr/local/lib/python3.8/dist-packages (from tensorflow-metadata>=1.2.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (1.52.0)
Requirement already satisfied: locket in /var/jenkins_home/.local/lib/python3.8/site-packages/locket-0.2.1-py3.8.egg (from partd>=0.3.10->dask>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (0.2.1)
Requirement already satisfied: six>=1.5 in /var/jenkins_home/.local/lib/python3.8/site-packages (from python-dateutil>=2.7.3->pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (1.15.0)
Requirement already satisfied: heapdict in /var/jenkins_home/.local/lib/python3.8/site-packages/HeapDict-1.0.1-py3.8.egg (from zict>=0.1.3->distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (1.0.1)
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Requirement already satisfied: multidict in /usr/local/lib/python3.8/dist-packages (from grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (6.0.2)
Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.8/dist-packages (from jinja2->distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (2.1.1)
Requirement already satisfied: hyperframe<7,>=6.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (6.0.1)
Requirement already satisfied: hpack<5,>=4.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (4.0.0)
test-gpu run-test: commands[2] | python -m pip install --upgrade git+https://github.com/NVIDIA-Merlin/NVTabular.git
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Collecting git+https://github.com/NVIDIA-Merlin/NVTabular.git
  Cloning https://github.com/NVIDIA-Merlin/NVTabular.git to /tmp/pip-req-build-_v0msqim
  Running command git clone --filter=blob:none --quiet https://github.com/NVIDIA-Merlin/NVTabular.git /tmp/pip-req-build-_v0msqim
  Resolved https://github.com/NVIDIA-Merlin/NVTabular.git to commit 95e12d34728eb74c107780906635955144d8c90b
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): finished with status 'done'
Requirement already satisfied: scipy in /usr/local/lib/python3.8/dist-packages (from nvtabular==1.4.0+8.g95e12d34) (1.9.0)
Requirement already satisfied: merlin-core>=0.2.0 in ./.tox/test-gpu/lib/python3.8/site-packages (from nvtabular==1.4.0+8.g95e12d34) (0.6.0+1.g5926fcf)
Requirement already satisfied: pyarrow>=5.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (6.0.0)
Requirement already satisfied: packaging in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (21.3)
Requirement already satisfied: betterproto<2.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.2.5)
Requirement already satisfied: tqdm>=4.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (4.64.0)
Requirement already satisfied: dask>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (2022.3.0)
Requirement already satisfied: fsspec==2022.5.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (2022.5.0)
Requirement already satisfied: numba>=0.54 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (0.55.1)
Requirement already satisfied: pandas<1.4.0dev0,>=1.2.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.3.5)
Requirement already satisfied: distributed>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (2022.3.0)
Requirement already satisfied: protobuf>=3.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (3.19.4)
Requirement already satisfied: tensorflow-metadata>=1.2.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.9.0)
Requirement already satisfied: numpy<1.25.0,>=1.18.5 in /var/jenkins_home/.local/lib/python3.8/site-packages (from scipy->nvtabular==1.4.0+8.g95e12d34) (1.20.3)
Requirement already satisfied: grpclib in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (0.4.3)
Requirement already satisfied: stringcase in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.2.0)
Requirement already satisfied: cloudpickle>=1.1.1 in /usr/local/lib/python3.8/dist-packages (from dask>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (2.1.0)
Requirement already satisfied: toolz>=0.8.2 in /usr/local/lib/python3.8/dist-packages (from dask>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (0.12.0)
Requirement already satisfied: pyyaml>=5.3.1 in /var/jenkins_home/.local/lib/python3.8/site-packages/PyYAML-5.4.1-py3.8-linux-x86_64.egg (from dask>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (5.4.1)
Requirement already satisfied: partd>=0.3.10 in /var/jenkins_home/.local/lib/python3.8/site-packages/partd-1.2.0-py3.8.egg (from dask>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.2.0)
Requirement already satisfied: tblib>=1.6.0 in /var/jenkins_home/.local/lib/python3.8/site-packages/tblib-1.7.0-py3.8.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.7.0)
Requirement already satisfied: tornado>=6.0.3 in /var/jenkins_home/.local/lib/python3.8/site-packages/tornado-6.1-py3.8-linux-x86_64.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (6.1)
Requirement already satisfied: zict>=0.1.3 in /var/jenkins_home/.local/lib/python3.8/site-packages/zict-2.0.0-py3.8.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (2.0.0)
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test-gpu run-test: commands[3] | python -m pip install --upgrade git+https://github.com/NVIDIA-Merlin/core.git
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Collecting git+https://github.com/NVIDIA-Merlin/core.git
  Cloning https://github.com/NVIDIA-Merlin/core.git to /tmp/pip-req-build-glmd7bcj
  Running command git clone --filter=blob:none --quiet https://github.com/NVIDIA-Merlin/core.git /tmp/pip-req-build-glmd7bcj
  Resolved https://github.com/NVIDIA-Merlin/core.git to commit 5926fcfc0776c112680cbca28553c15211c2fda7
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): finished with status 'done'
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test-gpu run-test: commands[4] | python -m pytest --cov-report term --cov merlin -rxs tests/unit
============================= test session starts ==============================
platform linux -- Python 3.8.10, pytest-7.1.2, pluggy-1.0.0
cachedir: .tox/test-gpu/.pytest_cache
rootdir: /var/jenkins_home/workspace/merlin_merlin/merlin
plugins: anyio-3.5.0, xdist-2.5.0, forked-1.4.0, cov-3.0.0
collected 3 items
tests/unit/test_version.py .                                             [ 33%]

tests/unit/examples/test_building_deploying_multi_stage_RecSys.py s      [ 66%]

tests/unit/examples/test_scaling_criteo_merlin_models.py F               [100%]
=================================== FAILURES ===================================

__________________________________ test_func ___________________________________
self = <testbook.client.TestbookNotebookClient object at 0x7f9334c2a6a0>

cell = [31], kwargs = {}, cell_indexes = [31], executed_cells = [], idx = 31
def execute_cell(self, cell, **kwargs) -> Union[Dict, List[Dict]]:
    """
    Executes a cell or list of cells
    """
    if isinstance(cell, slice):
        start, stop = self._cell_index(cell.start), self._cell_index(cell.stop)
        if cell.step is not None:
            raise TestbookError('testbook does not support step argument')

        cell = range(start, stop + 1)
    elif isinstance(cell, str) or isinstance(cell, int):
        cell = [cell]

    cell_indexes = cell

    if all(isinstance(x, str) for x in cell):
        cell_indexes = [self._cell_index(tag) for tag in cell]

    executed_cells = []
    for idx in cell_indexes:
        try:


          cell = super().execute_cell(self.nb['cells'][idx], idx, **kwargs)


../../../.local/lib/python3.8/site-packages/testbook/client.py:133:

args = (<testbook.client.TestbookNotebookClient object at 0x7f9334c2a6a0>, {'id': '7ac224a1', 'cell_type': 'code', 'metadata'...[38;5;241m.\x1b[39mis_server_ready()\n', '\x1b[0;31mRuntimeError\x1b[0m: Tritonserver failed to start (ret=1)']}]}, 31)

kwargs = {}
def wrapped(*args, **kwargs):


  return just_run(coro(*args, **kwargs))


../../../.local/lib/python3.8/site-packages/nbclient/util.py:84:

coro = <coroutine object NotebookClient.async_execute_cell at 0x7f9335484340>
def just_run(coro: Awaitable) -> Any:
    """Make the coroutine run, even if there is an event loop running (using nest_asyncio)"""
    # original from vaex/asyncio.py
    loop = asyncio._get_running_loop()
    if loop is None:
        had_running_loop = False
        try:
            loop = asyncio.get_event_loop()
        except RuntimeError:
            # we can still get 'There is no current event loop in ...'
            loop = asyncio.new_event_loop()
            asyncio.set_event_loop(loop)
    else:
        had_running_loop = True
    if had_running_loop:
        # if there is a running loop, we patch using nest_asyncio
        # to have reentrant event loops
        check_ipython()
        import nest_asyncio

        nest_asyncio.apply()
        check_patch_tornado()


  return loop.run_until_complete(coro)


../../../.local/lib/python3.8/site-packages/nbclient/util.py:62:

self = <_UnixSelectorEventLoop running=False closed=False debug=False>

future = <Task finished name='Task-228' coro=<NotebookClient.async_execute_cell() done, defined at /var/jenkins_home/.local/lib...0;31mRuntimeError\x1b[0m: Tritonserver failed to start (ret=1)\nRuntimeError: Tritonserver failed to start (ret=1)\n')>
def run_until_complete(self, future):
    """Run until the Future is done.

    If the argument is a coroutine, it is wrapped in a Task.

    WARNING: It would be disastrous to call run_until_complete()
    with the same coroutine twice -- it would wrap it in two
    different Tasks and that can't be good.

    Return the Future's result, or raise its exception.
    """
    self._check_closed()
    self._check_running()

    new_task = not futures.isfuture(future)
    future = tasks.ensure_future(future, loop=self)
    if new_task:
        # An exception is raised if the future didn't complete, so there
        # is no need to log the "destroy pending task" message
        future._log_destroy_pending = False

    future.add_done_callback(_run_until_complete_cb)
    try:
        self.run_forever()
    except:
        if new_task and future.done() and not future.cancelled():
            # The coroutine raised a BaseException. Consume the exception
            # to not log a warning, the caller doesn't have access to the
            # local task.
            future.exception()
        raise
    finally:
        future.remove_done_callback(_run_until_complete_cb)
    if not future.done():
        raise RuntimeError('Event loop stopped before Future completed.')


  return future.result()


/usr/lib/python3.8/asyncio/base_events.py:616:

self = <testbook.client.TestbookNotebookClient object at 0x7f9334c2a6a0>

cell = {'id': '7ac224a1', 'cell_type': 'code', 'metadata': {'execution': {'iopub.status.busy': '2022-09-19T19:12:51.694947Z',...t\x1b[38;5;241m.\x1b[39mis_server_ready()\n', '\x1b[0;31mRuntimeError\x1b[0m: Tritonserver failed to start (ret=1)']}]}

cell_index = 31, execution_count = None, store_history = True
async def async_execute_cell(
    self,
    cell: NotebookNode,
    cell_index: int,
    execution_count: t.Optional[int] = None,
    store_history: bool = True,
) -> NotebookNode:
    """
    Executes a single code cell.

    To execute all cells see :meth:`execute`.

    Parameters
    ----------
    cell : nbformat.NotebookNode
        The cell which is currently being processed.
    cell_index : int
        The position of the cell within the notebook object.
    execution_count : int
        The execution count to be assigned to the cell (default: Use kernel response)
    store_history : bool
        Determines if history should be stored in the kernel (default: False).
        Specific to ipython kernels, which can store command histories.

    Returns
    -------
    output : dict
        The execution output payload (or None for no output).

    Raises
    ------
    CellExecutionError
        If execution failed and should raise an exception, this will be raised
        with defaults about the failure.

    Returns
    -------
    cell : NotebookNode
        The cell which was just processed.
    """
    assert self.kc is not None

    await run_hook(self.on_cell_start, cell=cell, cell_index=cell_index)

    if cell.cell_type != 'code' or not cell.source.strip():
        self.log.debug("Skipping non-executing cell %s", cell_index)
        return cell

    if self.skip_cells_with_tag in cell.metadata.get("tags", []):
        self.log.debug("Skipping tagged cell %s", cell_index)
        return cell

    if self.record_timing:  # clear execution metadata prior to execution
        cell['metadata']['execution'] = {}

    self.log.debug("Executing cell:\n%s", cell.source)

    cell_allows_errors = (not self.force_raise_errors) and (
        self.allow_errors or "raises-exception" in cell.metadata.get("tags", [])
    )

    await run_hook(self.on_cell_execute, cell=cell, cell_index=cell_index)
    parent_msg_id = await ensure_async(
        self.kc.execute(
            cell.source, store_history=store_history, stop_on_error=not cell_allows_errors
        )
    )
    await run_hook(self.on_cell_complete, cell=cell, cell_index=cell_index)
    # We launched a code cell to execute
    self.code_cells_executed += 1
    exec_timeout = self._get_timeout(cell)

    cell.outputs = []
    self.clear_before_next_output = False

    task_poll_kernel_alive = asyncio.ensure_future(self._async_poll_kernel_alive())
    task_poll_output_msg = asyncio.ensure_future(
        self._async_poll_output_msg(parent_msg_id, cell, cell_index)
    )
    self.task_poll_for_reply = asyncio.ensure_future(
        self._async_poll_for_reply(
            parent_msg_id, cell, exec_timeout, task_poll_output_msg, task_poll_kernel_alive
        )
    )
    try:
        exec_reply = await self.task_poll_for_reply
    except asyncio.CancelledError:
        # can only be cancelled by task_poll_kernel_alive when the kernel is dead
        task_poll_output_msg.cancel()
        raise DeadKernelError("Kernel died")
    except Exception as e:
        # Best effort to cancel request if it hasn't been resolved
        try:
            # Check if the task_poll_output is doing the raising for us
            if not isinstance(e, CellControlSignal):
                task_poll_output_msg.cancel()
        finally:
            raise

    if execution_count:
        cell['execution_count'] = execution_count


  await self._check_raise_for_error(cell, cell_index, exec_reply)


../../../.local/lib/python3.8/site-packages/nbclient/client.py:965:

self = <testbook.client.TestbookNotebookClient object at 0x7f9334c2a6a0>

cell = {'id': '7ac224a1', 'cell_type': 'code', 'metadata': {'execution': {'iopub.status.busy': '2022-09-19T19:12:51.694947Z',...t\x1b[38;5;241m.\x1b[39mis_server_ready()\n', '\x1b[0;31mRuntimeError\x1b[0m: Tritonserver failed to start (ret=1)']}]}

cell_index = 31

exec_reply = {'buffers': [], 'content': {'ename': 'RuntimeError', 'engine_info': {'engine_id': -1, 'engine_uuid': '8f68c936-6c6b-42...e, 'engine': '8f68c936-6c6b-426b-b44e-170fd35ae75f', 'started': '2022-09-19T19:12:51.695261Z', 'status': 'error'}, ...}
async def _check_raise_for_error(
    self, cell: NotebookNode, cell_index: int, exec_reply: t.Optional[t.Dict]
) -> None:

    if exec_reply is None:
        return None

    exec_reply_content = exec_reply['content']
    if exec_reply_content['status'] != 'error':
        return None

    cell_allows_errors = (not self.force_raise_errors) and (
        self.allow_errors
        or exec_reply_content.get('ename') in self.allow_error_names
        or "raises-exception" in cell.metadata.get("tags", [])
    )
    await run_hook(self.on_cell_error, cell=cell, cell_index=cell_index)
    if not cell_allows_errors:


      raise CellExecutionError.from_cell_and_msg(cell, exec_reply_content)


E           nbclient.exceptions.CellExecutionError: An error occurred while executing the following cell:

E           ------------------

E

E           import shutil

E           from merlin.systems.triton.utils import run_ensemble_on_tritonserver

E           outputs = ensemble.graph.output_schema.column_names

E           response = run_ensemble_on_tritonserver(

E               "/tmp/output/criteo/ensemble/",workflow.input_schema, batch.fillna(0),

E               outputs, "ensemble_model"

E           )

E           response = [x.tolist()[0] for x in response["label/binary_classification_task"]]

E           shutil.rmtree("/tmp/input/criteo", ignore_errors=True)

E           shutil.rmtree("/tmp/output/criteo", ignore_errors=True)

E

E           ------------------

E

E           �[0;31m---------------------------------------------------------------------------�[0m

E           �[0;31mRuntimeError�[0m                              Traceback (most recent call last)

E           Input �[0;32mIn [13]�[0m, in �[0;36m<cell line: 4>�[0;34m()�[0m

E           �[1;32m      2�[0m �[38;5;28;01mfrom�[39;00m �[38;5;21;01mmerlin�[39;00m�[38;5;21;01m.�[39;00m�[38;5;21;01msystems�[39;00m�[38;5;21;01m.�[39;00m�[38;5;21;01mtriton�[39;00m�[38;5;21;01m.�[39;00m�[38;5;21;01mutils�[39;00m �[38;5;28;01mimport�[39;00m run_ensemble_on_tritonserver

E           �[1;32m      3�[0m outputs �[38;5;241m=�[39m ensemble�[38;5;241m.�[39mgraph�[38;5;241m.�[39moutput_schema�[38;5;241m.�[39mcolumn_names

E           �[0;32m----> 4�[0m response �[38;5;241m=�[39m �[43mrun_ensemble_on_tritonserver�[49m�[43m(�[49m

E           �[1;32m      5�[0m �[43m    �[49m�[38;5;124;43m"�[39;49m�[38;5;124;43m/tmp/output/criteo/ensemble/�[39;49m�[38;5;124;43m"�[39;49m�[43m,�[49m�[43mworkflow�[49m�[38;5;241;43m.�[39;49m�[43minput_schema�[49m�[43m,�[49m�[43m �[49m�[43mbatch�[49m�[38;5;241;43m.�[39;49m�[43mfillna�[49m�[43m(�[49m�[38;5;241;43m0�[39;49m�[43m)�[49m�[43m,�[49m

E           �[1;32m      6�[0m �[43m    �[49m�[43moutputs�[49m�[43m,�[49m�[43m �[49m�[38;5;124;43m"�[39;49m�[38;5;124;43mensemble_model�[39;49m�[38;5;124;43m"�[39;49m

E           �[1;32m      7�[0m �[43m)�[49m

E           �[1;32m      8�[0m response �[38;5;241m=�[39m [x�[38;5;241m.�[39mtolist()[�[38;5;241m0�[39m] �[38;5;28;01mfor�[39;00m x �[38;5;129;01min�[39;00m response[�[38;5;124m"�[39m�[38;5;124mlabel/binary_classification_task�[39m�[38;5;124m"�[39m]]

E           �[1;32m      9�[0m shutil�[38;5;241m.�[39mrmtree(�[38;5;124m"�[39m�[38;5;124m/tmp/input/criteo�[39m�[38;5;124m"�[39m, ignore_errors�[38;5;241m=�[39m�[38;5;28;01mTrue�[39;00m)

E

E           File �[0;32m~/workspace/merlin_merlin/merlin/.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/triton/utils.py:138�[0m, in �[0;36mrun_ensemble_on_tritonserver�[0;34m(tmpdir, schema, df, output_columns, model_name)�[0m

E           �[1;32m    115�[0m �[38;5;124;03m"""Starts up a Triton server instance, loads up the ensemble model,�[39;00m

E           �[1;32m    116�[0m �[38;5;124;03mprepares the inference request and returns the unparsed inference�[39;00m

E           �[1;32m    117�[0m �[38;5;124;03mresponse.�[39;00m

E           �[0;32m   (...)�[0m

E           �[1;32m    135�[0m �[38;5;124;03m    the results of the prediction, parsed by output column name.�[39;00m

E           �[1;32m    136�[0m �[38;5;124;03m"""�[39;00m

E           �[1;32m    137�[0m response �[38;5;241m=�[39m �[38;5;28;01mNone�[39;00m

E           �[0;32m--> 138�[0m �[38;5;28;01mwith�[39;00m run_triton_server(tmpdir) �[38;5;28;01mas�[39;00m client:

E           �[1;32m    139�[0m     response �[38;5;241m=�[39m send_triton_request(

E           �[1;32m    140�[0m         schema, df, output_columns, client�[38;5;241m=�[39mclient, triton_model�[38;5;241m=�[39mmodel_name

E           �[1;32m    141�[0m     )

E           �[1;32m    143�[0m �[38;5;28;01mreturn�[39;00m response

E

E           File �[0;32m/usr/lib/python3.8/contextlib.py:113�[0m, in �[0;36m_GeneratorContextManager.__enter__�[0;34m(self)�[0m

E           �[1;32m    111�[0m �[38;5;28;01mdel�[39;00m �[38;5;28mself�[39m�[38;5;241m.�[39margs, �[38;5;28mself�[39m�[38;5;241m.�[39mkwds, �[38;5;28mself�[39m�[38;5;241m.�[39mfunc

E           �[1;32m    112�[0m �[38;5;28;01mtry�[39;00m:

E           �[0;32m--> 113�[0m     �[38;5;28;01mreturn�[39;00m �[38;5;28;43mnext�[39;49m�[43m(�[49m�[38;5;28;43mself�[39;49m�[38;5;241;43m.�[39;49m�[43mgen�[49m�[43m)�[49m

E           �[1;32m    114�[0m �[38;5;28;01mexcept�[39;00m �[38;5;167;01mStopIteration�[39;00m:

E           �[1;32m    115�[0m     �[38;5;28;01mraise�[39;00m �[38;5;167;01mRuntimeError�[39;00m(�[38;5;124m"�[39m�[38;5;124mgenerator didn�[39m�[38;5;124m'�[39m�[38;5;124mt yield�[39m�[38;5;124m"�[39m) �[38;5;28;01mfrom�[39;00m �[38;5;28mNone�[39m

E

E           File �[0;32m~/workspace/merlin_merlin/merlin/.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/triton/utils.py:81�[0m, in �[0;36mrun_triton_server�[0;34m(model_repository, grpc_host, grpc_port, backend_config)�[0m

E           �[1;32m     79�[0m �[38;5;28;01mif�[39;00m process�[38;5;241m.�[39mpoll() �[38;5;129;01mis�[39;00m �[38;5;129;01mnot�[39;00m �[38;5;28;01mNone�[39;00m:

E           �[1;32m     80�[0m     retcode �[38;5;241m=�[39m process�[38;5;241m.�[39mreturncode

E           �[0;32m---> 81�[0m     �[38;5;28;01mraise�[39;00m �[38;5;167;01mRuntimeError�[39;00m(�[38;5;124mf�[39m�[38;5;124m"�[39m�[38;5;124mTritonserver failed to start (ret=�[39m�[38;5;132;01m{�[39;00mretcode�[38;5;132;01m}�[39;00m�[38;5;124m)�[39m�[38;5;124m"�[39m)

E           �[1;32m     83�[0m �[38;5;28;01mtry�[39;00m:

E           �[1;32m     84�[0m     ready �[38;5;241m=�[39m client�[38;5;241m.�[39mis_server_ready()

E

E           �[0;31mRuntimeError�[0m: Tritonserver failed to start (ret=1)

E           RuntimeError: Tritonserver failed to start (ret=1)
../../../.local/lib/python3.8/site-packages/nbclient/client.py:862: CellExecutionError
During handling of the above exception, another exception occurred:
def test_func():
    with testbook(
        REPO_ROOT / "examples" / "scaling-criteo" / "02-ETL-with-NVTabular.ipynb",
        execute=False,
        timeout=180,
    ) as tb1:
        tb1.inject(
            """
            import os
            os.environ["BASE_DIR"] = "/tmp/input/criteo/"
            os.environ["INPUT_DATA_DIR"] = "/tmp/input/criteo/"
            os.environ["OUTPUT_DATA_DIR"] = "/tmp/output/criteo/"
            os.system("mkdir -p /tmp/input/criteo")
            os.system("mkdir -p /tmp/output/criteo")

            from merlin.datasets.synthetic import generate_data

            train, valid = generate_data("criteo", int(100000), set_sizes=(0.7, 0.3))

            train.to_ddf().compute().to_parquet('/tmp/input/criteo/day_0.parquet')
            valid.to_ddf().compute().to_parquet('/tmp/input/criteo/day_1.parquet')
            """
        )
        tb1.execute()
        assert os.path.isfile("/tmp/output/criteo/train/part_0.parquet")
        assert os.path.isfile("/tmp/output/criteo/valid/part_0.parquet")
        assert os.path.isfile("/tmp/output/criteo/workflow/metadata.json")

    with testbook(
        REPO_ROOT
        / "examples"
        / "scaling-criteo"
        / "03-Training-with-Merlin-Models-TensorFlow.ipynb",
        execute=False,
        timeout=180,
    ) as tb2:
        tb2.inject(
            """
            import os
            os.environ["INPUT_DATA_DIR"] = "/tmp/output/criteo/"
            """
        )
        tb2.execute()
        metrics = tb2.ref("eval_metrics")
        assert set(metrics.keys()) == set(
            [
                "auc",
                "binary_accuracy",
                "loss",
                "precision",
                "recall",
                "regularization_loss",
            ]
        )
        assert os.path.isfile("/tmp/output/criteo/dlrm/saved_model.pb")

    with testbook(
        REPO_ROOT
        / "examples"
        / "scaling-criteo"
        / "04-Triton-Inference-with-Merlin-Models-TensorFlow.ipynb",
        execute=False,
        timeout=180,
    ) as tb3:
        tb3.inject(
            """
            import os
            os.environ["BASE_DIR"] = "/tmp/output/criteo/"
            os.environ["INPUT_FOLDER"] = "/tmp/input/criteo/"
            """
        )
        NUM_OF_CELLS = len(tb3.cells)
        tb3.execute_cell(list(range(0, NUM_OF_CELLS - 5)))


      tb3.inject(


            """
            import shutil
            from merlin.systems.triton.utils import run_ensemble_on_tritonserver
            outputs = ensemble.graph.output_schema.column_names
            response = run_ensemble_on_tritonserver(
                "/tmp/output/criteo/ensemble/",workflow.input_schema, batch.fillna(0),
                outputs, "ensemble_model"
            )
            response = [x.tolist()[0] for x in response["label/binary_classification_task"]]
            shutil.rmtree("/tmp/input/criteo", ignore_errors=True)
            shutil.rmtree("/tmp/output/criteo", ignore_errors=True)
            """
        )

tests/unit/examples/test_scaling_criteo_merlin_models.py:83:

../../../.local/lib/python3.8/site-packages/testbook/client.py:237: in inject

cell = TestbookNode(self.execute_cell(inject_idx)) if run else TestbookNode(code_cell)

self = <testbook.client.TestbookNotebookClient object at 0x7f9334c2a6a0>

cell = [31], kwargs = {}, cell_indexes = [31], executed_cells = [], idx = 31
def execute_cell(self, cell, **kwargs) -> Union[Dict, List[Dict]]:
    """
    Executes a cell or list of cells
    """
    if isinstance(cell, slice):
        start, stop = self._cell_index(cell.start), self._cell_index(cell.stop)
        if cell.step is not None:
            raise TestbookError('testbook does not support step argument')

        cell = range(start, stop + 1)
    elif isinstance(cell, str) or isinstance(cell, int):
        cell = [cell]

    cell_indexes = cell

    if all(isinstance(x, str) for x in cell):
        cell_indexes = [self._cell_index(tag) for tag in cell]

    executed_cells = []
    for idx in cell_indexes:
        try:
            cell = super().execute_cell(self.nb['cells'][idx], idx, **kwargs)
        except CellExecutionError as ce:


          raise TestbookRuntimeError(ce.evalue, ce, self._get_error_class(ce.ename))


E               testbook.exceptions.TestbookRuntimeError: An error occurred while executing the following cell:

E               ------------------

E

E               import shutil

E               from merlin.systems.triton.utils import run_ensemble_on_tritonserver

E               outputs = ensemble.graph.output_schema.column_names

E               response = run_ensemble_on_tritonserver(

E                   "/tmp/output/criteo/ensemble/",workflow.input_schema, batch.fillna(0),

E                   outputs, "ensemble_model"

E               )

E               response = [x.tolist()[0] for x in response["label/binary_classification_task"]]

E               shutil.rmtree("/tmp/input/criteo", ignore_errors=True)

E               shutil.rmtree("/tmp/output/criteo", ignore_errors=True)

E

E               ------------------

E

E               �[0;31m---------------------------------------------------------------------------�[0m

E               �[0;31mRuntimeError�[0m                              Traceback (most recent call last)

E               Input �[0;32mIn [13]�[0m, in �[0;36m<cell line: 4>�[0;34m()�[0m

E               �[1;32m      2�[0m �[38;5;28;01mfrom�[39;00m �[38;5;21;01mmerlin�[39;00m�[38;5;21;01m.�[39;00m�[38;5;21;01msystems�[39;00m�[38;5;21;01m.�[39;00m�[38;5;21;01mtriton�[39;00m�[38;5;21;01m.�[39;00m�[38;5;21;01mutils�[39;00m �[38;5;28;01mimport�[39;00m run_ensemble_on_tritonserver

E               �[1;32m      3�[0m outputs �[38;5;241m=�[39m ensemble�[38;5;241m.�[39mgraph�[38;5;241m.�[39moutput_schema�[38;5;241m.�[39mcolumn_names

E               �[0;32m----> 4�[0m response �[38;5;241m=�[39m �[43mrun_ensemble_on_tritonserver�[49m�[43m(�[49m

E               �[1;32m      5�[0m �[43m    �[49m�[38;5;124;43m"�[39;49m�[38;5;124;43m/tmp/output/criteo/ensemble/�[39;49m�[38;5;124;43m"�[39;49m�[43m,�[49m�[43mworkflow�[49m�[38;5;241;43m.�[39;49m�[43minput_schema�[49m�[43m,�[49m�[43m �[49m�[43mbatch�[49m�[38;5;241;43m.�[39;49m�[43mfillna�[49m�[43m(�[49m�[38;5;241;43m0�[39;49m�[43m)�[49m�[43m,�[49m

E               �[1;32m      6�[0m �[43m    �[49m�[43moutputs�[49m�[43m,�[49m�[43m �[49m�[38;5;124;43m"�[39;49m�[38;5;124;43mensemble_model�[39;49m�[38;5;124;43m"�[39;49m

E               �[1;32m      7�[0m �[43m)�[49m

E               �[1;32m      8�[0m response �[38;5;241m=�[39m [x�[38;5;241m.�[39mtolist()[�[38;5;241m0�[39m] �[38;5;28;01mfor�[39;00m x �[38;5;129;01min�[39;00m response[�[38;5;124m"�[39m�[38;5;124mlabel/binary_classification_task�[39m�[38;5;124m"�[39m]]

E               �[1;32m      9�[0m shutil�[38;5;241m.�[39mrmtree(�[38;5;124m"�[39m�[38;5;124m/tmp/input/criteo�[39m�[38;5;124m"�[39m, ignore_errors�[38;5;241m=�[39m�[38;5;28;01mTrue�[39;00m)

E

E               File �[0;32m~/workspace/merlin_merlin/merlin/.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/triton/utils.py:138�[0m, in �[0;36mrun_ensemble_on_tritonserver�[0;34m(tmpdir, schema, df, output_columns, model_name)�[0m

E               �[1;32m    115�[0m �[38;5;124;03m"""Starts up a Triton server instance, loads up the ensemble model,�[39;00m

E               �[1;32m    116�[0m �[38;5;124;03mprepares the inference request and returns the unparsed inference�[39;00m

E               �[1;32m    117�[0m �[38;5;124;03mresponse.�[39;00m

E               �[0;32m   (...)�[0m

E               �[1;32m    135�[0m �[38;5;124;03m    the results of the prediction, parsed by output column name.�[39;00m

E               �[1;32m    136�[0m �[38;5;124;03m"""�[39;00m

E               �[1;32m    137�[0m response �[38;5;241m=�[39m �[38;5;28;01mNone�[39;00m

E               �[0;32m--> 138�[0m �[38;5;28;01mwith�[39;00m run_triton_server(tmpdir) �[38;5;28;01mas�[39;00m client:

E               �[1;32m    139�[0m     response �[38;5;241m=�[39m send_triton_request(

E               �[1;32m    140�[0m         schema, df, output_columns, client�[38;5;241m=�[39mclient, triton_model�[38;5;241m=�[39mmodel_name

E               �[1;32m    141�[0m     )

E               �[1;32m    143�[0m �[38;5;28;01mreturn�[39;00m response

E

E               File �[0;32m/usr/lib/python3.8/contextlib.py:113�[0m, in �[0;36m_GeneratorContextManager.__enter__�[0;34m(self)�[0m

E               �[1;32m    111�[0m �[38;5;28;01mdel�[39;00m �[38;5;28mself�[39m�[38;5;241m.�[39margs, �[38;5;28mself�[39m�[38;5;241m.�[39mkwds, �[38;5;28mself�[39m�[38;5;241m.�[39mfunc

E               �[1;32m    112�[0m �[38;5;28;01mtry�[39;00m:

E               �[0;32m--> 113�[0m     �[38;5;28;01mreturn�[39;00m �[38;5;28;43mnext�[39;49m�[43m(�[49m�[38;5;28;43mself�[39;49m�[38;5;241;43m.�[39;49m�[43mgen�[49m�[43m)�[49m

E               �[1;32m    114�[0m �[38;5;28;01mexcept�[39;00m �[38;5;167;01mStopIteration�[39;00m:

E               �[1;32m    115�[0m     �[38;5;28;01mraise�[39;00m �[38;5;167;01mRuntimeError�[39;00m(�[38;5;124m"�[39m�[38;5;124mgenerator didn�[39m�[38;5;124m'�[39m�[38;5;124mt yield�[39m�[38;5;124m"�[39m) �[38;5;28;01mfrom�[39;00m �[38;5;28mNone�[39m

E

E               File �[0;32m~/workspace/merlin_merlin/merlin/.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/triton/utils.py:81�[0m, in �[0;36mrun_triton_server�[0;34m(model_repository, grpc_host, grpc_port, backend_config)�[0m

E               �[1;32m     79�[0m �[38;5;28;01mif�[39;00m process�[38;5;241m.�[39mpoll() �[38;5;129;01mis�[39;00m �[38;5;129;01mnot�[39;00m �[38;5;28;01mNone�[39;00m:

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E               �[0;32m---> 81�[0m     �[38;5;28;01mraise�[39;00m �[38;5;167;01mRuntimeError�[39;00m(�[38;5;124mf�[39m�[38;5;124m"�[39m�[38;5;124mTritonserver failed to start (ret=�[39m�[38;5;132;01m{�[39;00mretcode�[38;5;132;01m}�[39;00m�[38;5;124m)�[39m�[38;5;124m"�[39m)

E               �[1;32m     83�[0m �[38;5;28;01mtry�[39;00m:

E               �[1;32m     84�[0m     ready �[38;5;241m=�[39m client�[38;5;241m.�[39mis_server_ready()

E

E               �[0;31mRuntimeError�[0m: Tritonserver failed to start (ret=1)

E               RuntimeError: Tritonserver failed to start (ret=1)
../../../.local/lib/python3.8/site-packages/testbook/client.py:135: TestbookRuntimeError

----------------------------- Captured stderr call -----------------------------

2022-09-19 19:11:48,880 - distributed.preloading - INFO - Import preload module: dask_cuda.initialize

2022-09-19 19:11:48,894 - distributed.preloading - INFO - Import preload module: dask_cuda.initialize

2022-09-19 19:11:48,896 - distributed.preloading - INFO - Import preload module: dask_cuda.initialize

2022-09-19 19:11:48,900 - distributed.preloading - INFO - Import preload module: dask_cuda.initialize

/usr/local/lib/python3.8/dist-packages/cudf/core/frame.py:384: UserWarning: The deep parameter is ignored and is only included for pandas compatibility.

warnings.warn(

/usr/lib/python3.8/multiprocessing/resource_tracker.py:216: UserWarning: resource_tracker: There appear to be 51 leaked semaphore objects to clean up at shutdown

warnings.warn('resource_tracker: There appear to be %d '

2022-09-19 19:12:08.212241: I tensorflow/core/platform/cpu_feature_guard.cc:193] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations:  AVX2 FMA

To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.

2022-09-19 19:12:12.180835: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 0

2022-09-19 19:12:12.180980: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:0 with 8139 MB memory:  -> device: 0, name: Tesla P100-DGXS-16GB, pci bus id: 0000:07:00.0, compute capability: 6.0

2022-09-19 19:12:12.181807: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 1

2022-09-19 19:12:12.181860: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:1 with 15153 MB memory:  -> device: 1, name: Tesla P100-DGXS-16GB, pci bus id: 0000:08:00.0, compute capability: 6.0

2022-09-19 19:12:12.182511: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 2

2022-09-19 19:12:12.182555: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:2 with 15153 MB memory:  -> device: 2, name: Tesla P100-DGXS-16GB, pci bus id: 0000:0e:00.0, compute capability: 6.0

2022-09-19 19:12:12.183187: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 3

2022-09-19 19:12:12.183233: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:3 with 15153 MB memory:  -> device: 3, name: Tesla P100-DGXS-16GB, pci bus id: 0000:0f:00.0, compute capability: 6.0

Error in atexit._run_exitfuncs:

Traceback (most recent call last):

File "/usr/lib/python3.8/logging/init.py", line 2127, in shutdown

h.close()

File "/usr/local/lib/python3.8/dist-packages/absl/logging/init.py", line 934, in close

self.stream.close()

File "/usr/local/lib/python3.8/dist-packages/ipykernel/iostream.py", line 438, in close

self.watch_fd_thread.join()

AttributeError: 'OutStream' object has no attribute 'watch_fd_thread'

2022-09-19 19:12:42.504402: I tensorflow/core/platform/cpu_feature_guard.cc:193] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations:  AVX2 FMA

To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.

2022-09-19 19:12:46.485920: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 0

2022-09-19 19:12:46.486061: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:0 with 15133 MB memory:  -> device: 0, name: Tesla P100-DGXS-16GB, pci bus id: 0000:07:00.0, compute capability: 6.0

2022-09-19 19:12:46.486930: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 1

2022-09-19 19:12:46.486983: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:1 with 15153 MB memory:  -> device: 1, name: Tesla P100-DGXS-16GB, pci bus id: 0000:08:00.0, compute capability: 6.0

2022-09-19 19:12:46.487603: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 2

2022-09-19 19:12:46.487647: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:2 with 15153 MB memory:  -> device: 2, name: Tesla P100-DGXS-16GB, pci bus id: 0000:0e:00.0, compute capability: 6.0

2022-09-19 19:12:46.488247: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 3

2022-09-19 19:12:46.488293: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:3 with 15153 MB memory:  -> device: 3, name: Tesla P100-DGXS-16GB, pci bus id: 0000:0f:00.0, compute capability: 6.0

I0919 19:12:52.033611 12346 pinned_memory_manager.cc:240] Pinned memory pool is created at '0x7f5cb6000000' with size 268435456

I0919 19:12:52.034354 12346 cuda_memory_manager.cc:105] CUDA memory pool is created on device 0 with size 67108864

I0919 19:12:52.038503 12346 model_repository_manager.cc:1191] loading: 0_transformworkflow:1

I0919 19:12:52.138779 12346 model_repository_manager.cc:1191] loading: 1_predicttensorflow:1

I0919 19:12:52.147788 12346 python_be.cc:1774] TRITONBACKEND_ModelInstanceInitialize: 0_transformworkflow (GPU device 0)

I0919 19:12:55.392224 12346 model_repository_manager.cc:1345] successfully loaded '0_transformworkflow' version 1

I0919 19:12:55.679931 12346 tensorflow.cc:2204] TRITONBACKEND_Initialize: tensorflow

I0919 19:12:55.679972 12346 tensorflow.cc:2214] Triton TRITONBACKEND API version: 1.10

I0919 19:12:55.679979 12346 tensorflow.cc:2220] 'tensorflow' TRITONBACKEND API version: 1.10

I0919 19:12:55.679985 12346 tensorflow.cc:2244] backend configuration:

{"cmdline":{"auto-complete-config":"false","backend-directory":"/opt/tritonserver/backends","min-compute-capability":"6.000000","version":"2","default-max-batch-size":"4"}}

I0919 19:12:55.680033 12346 tensorflow.cc:2310] TRITONBACKEND_ModelInitialize: 1_predicttensorflow (version 1)

I0919 19:12:55.681193 12346 tensorflow.cc:2359] TRITONBACKEND_ModelInstanceInitialize: 1_predicttensorflow (GPU device 0)

2022-09-19 19:12:56.037850: I tensorflow/cc/saved_model/reader.cc:43] Reading SavedModel from: /tmp/output/criteo/ensemble/1_predicttensorflow/1/model.savedmodel

2022-09-19 19:12:56.052193: I tensorflow/cc/saved_model/reader.cc:81] Reading meta graph with tags { serve }

2022-09-19 19:12:56.052228: I tensorflow/cc/saved_model/reader.cc:122] Reading SavedModel debug info (if present) from: /tmp/output/criteo/ensemble/1_predicttensorflow/1/model.savedmodel

2022-09-19 19:12:56.052342: I tensorflow/core/platform/cpu_feature_guard.cc:194] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations:  SSE3 SSE4.1 SSE4.2 AVX

To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.

2022-09-19 19:12:56.100178: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 0

2022-09-19 19:12:56.100288: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:0 with 14240 MB memory:  -> device: 0, name: Tesla P100-DGXS-16GB, pci bus id: 0000:07:00.0, compute capability: 6.0

2022-09-19 19:12:56.167030: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:354] MLIR V1 optimization pass is not enabled

2022-09-19 19:12:56.172532: I tensorflow/cc/saved_model/loader.cc:230] Restoring SavedModel bundle.

2022-09-19 19:12:56.339913: I tensorflow/cc/saved_model/loader.cc:214] Running initialization op on SavedModel bundle at path: /tmp/output/criteo/ensemble/1_predicttensorflow/1/model.savedmodel

2022-09-19 19:12:56.405156: I tensorflow/cc/saved_model/loader.cc:321] SavedModel load for tags { serve }; Status: success: OK. Took 367323 microseconds.

I0919 19:12:56.425714 12346 tensorflow.cc:2397] TRITONBACKEND_ModelInstanceFinalize: delete instance state

I0919 19:12:56.425770 12346 tensorflow.cc:2336] TRITONBACKEND_ModelFinalize: delete model state

E0919 19:12:56.425795 12346 model_repository_manager.cc:1348] failed to load '1_predicttensorflow' version 1: Invalid argument: unexpected inference input 'C14', allowed inputs are: args_0, args_0_1, args_0_10, args_0_11, args_0_12, args_0_13, args_0_14, args_0_15, args_0_16, args_0_17, args_0_18, args_0_19, args_0_2, args_0_20, args_0_21, args_0_22, args_0_23, args_0_24, args_0_25, args_0_26, args_0_27, args_0_28, args_0_29, args_0_3, args_0_30, args_0_31, args_0_32, args_0_33, args_0_34, args_0_35, args_0_36, args_0_37, args_0_38, args_0_4, args_0_5, args_0_6, args_0_7, args_0_8, args_0_9

E0919 19:12:56.425883 12346 model_repository_manager.cc:1551] Invalid argument: ensemble 'ensemble_model' depends on '1_predicttensorflow' which has no loaded version

I0919 19:12:56.426001 12346 server.cc:556]

+------------------+------+

| Repository Agent | Path |

+------------------+------+

+------------------+------+
I0919 19:12:56.426103 12346 server.cc:583]

+------------+-----------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+

| Backend    | Path                                                            | Config                                                                                                                                                                       |

+------------+-----------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+

| python     | /opt/tritonserver/backends/python/libtriton_python.so           | {"cmdline":{"auto-complete-config":"false","min-compute-capability":"6.000000","backend-directory":"/opt/tritonserver/backends","default-max-batch-size":"4"}}               |

| tensorflow | /opt/tritonserver/backends/tensorflow2/libtriton_tensorflow2.so | {"cmdline":{"auto-complete-config":"false","backend-directory":"/opt/tritonserver/backends","min-compute-capability":"6.000000","version":"2","default-max-batch-size":"4"}} |

+------------+-----------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
I0919 19:12:56.426246 12346 server.cc:626]

+---------------------+---------+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+

| Model               | Version | Status                                                                                                                                                                                                                                                                                                                                                                                                                                                                          |

+---------------------+---------+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+

| 0_transformworkflow | 1       | READY                                                                                                                                                                                                                                                                                                                                                                                                                                                                           |

| 1_predicttensorflow | 1       | UNAVAILABLE: Invalid argument: unexpected inference input 'C14', allowed inputs are: args_0, args_0_1, args_0_10, args_0_11, args_0_12, args_0_13, args_0_14, args_0_15, args_0_16, args_0_17, args_0_18, args_0_19, args_0_2, args_0_20, args_0_21, args_0_22, args_0_23, args_0_24, args_0_25, args_0_26, args_0_27, args_0_28, args_0_29, args_0_3, args_0_30, args_0_31, args_0_32, args_0_33, args_0_34, args_0_35, args_0_36, args_0_37, args_0_38, args_0_4, args_0_5, a |

|                     |         | rgs_0_6, args_0_7, args_0_8, args_0_9                                                                                                                                                                                                                                                                                                                                                                                                                                           |

+---------------------+---------+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
I0919 19:12:56.490486 12346 metrics.cc:650] Collecting metrics for GPU 0: Tesla P100-DGXS-16GB

I0919 19:12:56.491341 12346 tritonserver.cc:2159]

+----------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+

| Option                           | Value                                                                                                                                                                                        |

+----------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+

| server_id                        | triton                                                                                                                                                                                       |

| server_version                   | 2.23.0                                                                                                                                                                                       |

| server_extensions                | classification sequence model_repository model_repository(unload_dependents) schedule_policy model_configuration system_shared_memory cuda_shared_memory binary_tensor_data statistics trace |

| model_repository_path[0]         | /tmp/output/criteo/ensemble/                                                                                                                                                                 |

| model_control_mode               | MODE_NONE                                                                                                                                                                                    |

| strict_model_config              | 1                                                                                                                                                                                            |

| rate_limit                       | OFF                                                                                                                                                                                          |

| pinned_memory_pool_byte_size     | 268435456                                                                                                                                                                                    |

| cuda_memory_pool_byte_size{0}    | 67108864                                                                                                                                                                                     |

| response_cache_byte_size         | 0                                                                                                                                                                                            |

| min_supported_compute_capability | 6.0                                                                                                                                                                                          |

| strict_readiness                 | 1                                                                                                                                                                                            |

| exit_timeout                     | 30                                                                                                                                                                                           |

+----------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
I0919 19:12:56.491378 12346 server.cc:257] Waiting for in-flight requests to complete.

I0919 19:12:56.491387 12346 server.cc:273] Timeout 30: Found 0 model versions that have in-flight inferences

I0919 19:12:56.491398 12346 model_repository_manager.cc:1223] unloading: 0_transformworkflow:1

I0919 19:12:56.491432 12346 server.cc:288] All models are stopped, unloading models

I0919 19:12:56.491441 12346 server.cc:295] Timeout 30: Found 1 live models and 0 in-flight non-inference requests

I0919 19:12:57.491527 12346 server.cc:295] Timeout 29: Found 1 live models and 0 in-flight non-inference requests

W0919 19:12:57.513671 12346 metrics.cc:468] Unable to get energy consumption for GPU 0. Status:Success, value:0

I0919 19:12:58.059042 12346 model_repository_manager.cc:1328] successfully unloaded '0_transformworkflow' version 1

I0919 19:12:58.491657 12346 server.cc:295] Timeout 28: Found 0 live models and 0 in-flight non-inference requests

error: creating server: Internal - failed to load all models

W0919 19:12:58.513854 12346 metrics.cc:468] Unable to get energy consumption for GPU 0. Status:Success, value:0

Error in atexit._run_exitfuncs:

Traceback (most recent call last):

File "/usr/lib/python3.8/logging/init.py", line 2127, in shutdown

h.close()

File "/usr/local/lib/python3.8/dist-packages/absl/logging/init.py", line 934, in close

self.stream.close()

File "/usr/local/lib/python3.8/dist-packages/ipykernel/iostream.py", line 438, in close

self.watch_fd_thread.join()

AttributeError: 'OutStream' object has no attribute 'watch_fd_thread'
---------- coverage: platform linux, python 3.8.10-final-0 -----------

Name                                                                                                  Stmts   Miss  Cover
.tox/test-gpu/lib/python3.8/site-packages/merlin/core/init.py                                         2      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/core/_version.py                                         4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/core/compat.py                                           9      4    56%

.tox/test-gpu/lib/python3.8/site-packages/merlin/core/dispatch.py                                       346    221    36%

.tox/test-gpu/lib/python3.8/site-packages/merlin/core/utils.py                                          195    119    39%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/init.py                                          4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/base_operator.py                                   115     21    82%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/executors.py                                       111     50    55%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/graph.py                                            99     35    65%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/node.py                                            342    165    52%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/ops/init.py                                      4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/ops/concat_columns.py                               18      6    67%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/ops/selection.py                                    20      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/ops/subset_columns.py                               12      4    67%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/ops/subtraction.py                                  21     11    48%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/selector.py                                         88     28    68%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/init.py                                           4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/csv.py                                               57     38    33%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/dask.py                                             181    140    23%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/dataframe_engine.py                                  61     47    23%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/dataframe_iter.py                                    21      4    81%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/dataset.py                                          346    234    32%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/dataset_engine.py                                    37     13    65%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/fsspec_utils.py                                     127    108    15%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/hugectr.py                                           45     35    22%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/parquet.py                                          603    353    41%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/shuffle.py                                           38     20    47%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/worker.py                                            80     30    62%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/writer.py                                           190     90    53%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/writer_factory.py                                    18      5    72%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/init.py                                       2      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/_version.py                                       4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/config/init.py                                0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/config/schema.py                                 62     20    68%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/loader/init.py                                0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/loader/backend.py                               379    117    69%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/loader/dataframe_iter.py                         21     17    19%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/loader/tf_utils.py                               57     27    53%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/loader/utils.py                                  40     15    62%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/init.py                                   64      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/init.py                             0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/cross.py                               44     28    36%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/dlrm.py                                49     11    78%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/experts.py                             99     75    24%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/interaction.py                         93     48    48%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/mlp.py                                114     58    49%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/optimizer.py                          173    127    27%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/retrieval/init.py                   0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/retrieval/base.py                     168    125    26%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/retrieval/matrix_factorization.py      35     19    46%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/retrieval/two_tower.py                 30     18    40%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/sampling/init.py                    0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/sampling/base.py                       29     11    62%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/sampling/cross_batch.py                46     31    33%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/sampling/in_batch.py                   35     20    43%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/sampling/queue.py                     115     99    14%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/init.py                               0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/aggregation.py                          245    109    56%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/base.py                                 239    115    52%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/combinators.py                          393    144    63%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/encoder.py                               73     47    36%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/index.py                                104     68    35%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/prediction.py                            25      2    92%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/tabular.py                              271     76    72%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/dataset.py                                   213    108    49%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/inputs/init.py                             0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/inputs/base.py                                56     44    21%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/inputs/continuous.py                          33      3    91%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/inputs/embedding.py                          432    244    44%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/losses/init.py                             4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/losses/base.py                                 9      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/losses/listwise.py                            13      2    85%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/losses/pairwise.py                           113     55    51%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/metrics/init.py                            2      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/metrics/topk.py                              184     89    52%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/init.py                             0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/base.py                               543    262    52%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/benchmark.py                           16      6    62%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/ranking.py                             69     42    39%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/retrieval.py                           32     15    53%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/utils.py                               10      2    80%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/init.py                            0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/base.py                              123     90    27%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/classification.py                     82     48    41%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/contrastive.py                       135     99    27%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/regression.py                          9      2    78%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/sampling/init.py                   0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/sampling/base.py                      78     41    47%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/sampling/in_batch.py                  37     22    41%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/sampling/popularity.py                27     17    37%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/init.py                   0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/base.py                     199    109    45%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/classification.py            68     25    63%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/multi.py                      7      1    86%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/next_item.py                 59     33    44%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/regression.py                35     19    46%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/retrieval.py                 73     48    34%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/init.py                         0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/bias.py                            74     49    34%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/features.py                       239    187    22%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/noise.py                           43     28    35%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/regularization.py                  17      6    65%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/tensor.py                          91     47    48%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/typing.py                                      7      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/utils/init.py                              0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/utils/batch_utils.py                          81     56    31%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/utils/repr_utils.py                           69     48    30%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/utils/search_utils.py                         34     22    35%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/utils/tf_utils.py                            186    127    32%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/init.py                                 0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/constants.py                                3      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/dataset.py                                 33     24    27%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/doc_utils.py                               10      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/misc_utils.py                             118     90    24%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/registry.py                               101     31    69%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/schema_utils.py                            90     64    29%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/init.py                                       2      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/io/init.py                                    0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/io/proto_utils.py                                20      6    70%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/io/schema_bp.py                                 306      7    98%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/io/tensorflow_metadata.py                       191     46    76%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/schema.py                                       205     54    74%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/tags.py                                          82      8    90%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/init.py                                      6      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/_version.py                                      4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/init.py                                  3      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/ensemble.py                                 78      8    90%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/node.py                                     20      1    95%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/op_runner.py                                21     15    29%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/ops/init.py                              9      4    56%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/ops/operator.py                             83     37    55%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/ops/tensorflow.py                           81     19    77%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/ops/workflow.py                             25      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/model_registry.py                               16      8    50%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/triton/init.py                              47     17    64%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/triton/conversions.py                           87     73    16%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/triton/export.py                               266    210    21%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/triton/utils.py                                 72     26    64%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/workflow/init.py                            22     20     9%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/workflow/base.py                               113     58    49%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/workflow/hugectr.py                             37     29    22%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/workflow/pytorch.py                             10      6    40%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/workflow/tensorflow.py                          32     25    22%
TOTAL                                                                                                 11902   6090    49%
=========================== short test summary info ============================

SKIPPED [1] tests/unit/examples/test_building_deploying_multi_stage_RecSys.py:16: 'NoneType' returning from faiss operator because of randomly generated data.

============== 1 failed, 1 passed, 1 skipped in 87.09s (0:01:27) ===============

/usr/local/lib/python3.8/dist-packages/coverage/inorout.py:519: CoverageWarning: Module merlin was never imported. (module-not-imported)

self.warn(f"Module {pkg} was never imported.", slug="module-not-imported")

/usr/local/lib/python3.8/dist-packages/coverage/control.py:794: CoverageWarning: No data was collected. (no-data-collected)

self._warn("No data was collected.", slug="no-data-collected")

ERROR: InvocationError for command /var/jenkins_home/workspace/merlin_merlin/merlin/.tox/test-gpu/bin/python -m pytest --cov-report term --cov merlin -rxs tests/unit (exited with code 1)

___________________________________ summary ____________________________________

ERROR:   test-gpu: commands failed

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/Merlin/issues/$ghprbPullId/comments" "/var/jenkins_home/jobs/$JOB_NAME/builds/$BUILD_NUMBER/log"

[merlin_merlin] $ /bin/bash /tmp/jenkins665335535748549043.sh

[mikemckiernan]

rerun tests

[nvidia-merlin-bot]

Click to view CI Results

GitHub pull request #626 of commit a203db282faddc343c746786577c1f5d856d8fc3, no merge conflicts.
Running as SYSTEM
Setting status of a203db282faddc343c746786577c1f5d856d8fc3 to PENDING with url https://10.20.13.93:8080/job/merlin_merlin/455/console and message: 'Pending'
Using context: Jenkins
Building on master in workspace /var/jenkins_home/workspace/merlin_merlin
using credential systems-login
 > git rev-parse --is-inside-work-tree # timeout=10
Fetching changes from the remote Git repository
 > git config remote.origin.url https://github.com/NVIDIA-Merlin/Merlin # timeout=10
Fetching upstream changes from https://github.com/NVIDIA-Merlin/Merlin
 > git --version # timeout=10
using GIT_ASKPASS to set credentials login for merlin-systems
 > git fetch --tags --force --progress -- https://github.com/NVIDIA-Merlin/Merlin +refs/pull/626/*:refs/remotes/origin/pr/626/* # timeout=10
 > git rev-parse a203db282faddc343c746786577c1f5d856d8fc3^{commit} # timeout=10
Checking out Revision a203db282faddc343c746786577c1f5d856d8fc3 (detached)
 > git config core.sparsecheckout # timeout=10
 > git checkout -f a203db282faddc343c746786577c1f5d856d8fc3 # timeout=10
Commit message: "Address virtual dev review comments"
 > git rev-list --no-walk a203db282faddc343c746786577c1f5d856d8fc3 # timeout=10
[merlin_merlin] $ /bin/bash /tmp/jenkins15420474722213888427.sh
GLOB sdist-make: /var/jenkins_home/workspace/merlin_merlin/merlin/setup.py
test-gpu inst-nodeps: /var/jenkins_home/workspace/merlin_merlin/merlin/.tox/.tmp/package/1/merlin-0.0.1.zip
WARNING: Discarding $PYTHONPATH from environment, to override specify PYTHONPATH in 'passenv' in your configuration.
test-gpu installed: absl-py==1.2.0,alabaster==0.7.12,anyio==3.6.1,argon2-cffi==21.3.0,argon2-cffi-bindings==21.2.0,astroid==2.5.6,asttokens==2.0.7,astunparse==1.6.3,asv==0.5.1,asvdb==0.4.2,attrs==22.1.0,awscli==1.25.73,Babel==2.10.3,backcall==0.2.0,beautifulsoup4==4.11.1,betterproto==1.2.5,black==22.6.0,bleach==5.0.1,boto3==1.24.51,botocore==1.27.72,Brotli==1.0.9,cachetools==5.2.0,certifi==2019.11.28,cffi==1.15.1,chardet==3.0.4,clang==5.0,click==8.1.3,cloudpickle==2.1.0,colorama==0.4.4,coverage==6.4.4,cuda-python==11.7.1,cudf==22.4.0,cupy-cuda116==10.6.0,cycler==0.11.0,Cython==0.29.32,dask==2022.1.1,dask-cuda==22.4.0,dask-cudf==22.4.0,dbus-python==1.2.16,debugpy==1.6.2,decorator==5.1.1,defusedxml==0.7.1,dill==0.3.5.1,distlib==0.3.6,distributed==2022.3.0,distro==1.7.0,dm-tree==0.1.7,docker-pycreds==0.4.0,docutils==0.16,emoji==1.7.0,entrypoints==0.4,execnet==1.9.0,executing==0.10.0,faiss-gpu==1.7.2,fastai==2.7.9,fastapi==0.82.0,fastavro==1.6.0,fastcore==1.5.24,fastdownload==0.0.7,fastjsonschema==2.16.1,fastprogress==1.0.3,fastrlock==0.8,feast==0.19.4,fiddle==0.2.0,filelock==3.8.0,flatbuffers==1.12,fonttools==4.37.1,fsspec==2022.5.0,gast==0.4.0,gevent==21.12.0,geventhttpclient==2.0,gitdb==4.0.9,GitPython==3.1.27,google==3.0.0,google-api-core==2.10.0,google-auth==2.11.0,google-auth-oauthlib==0.4.6,google-pasta==0.2.0,googleapis-common-protos==1.52.0,graphviz==0.20.1,greenlet==1.1.2,grpcio==1.41.0,grpcio-channelz==1.47.0,grpcio-reflection==1.48.1,grpclib==0.4.3,h11==0.13.0,h2==4.1.0,h5py==3.7.0,HeapDict==1.0.1,hpack==4.0.0,httptools==0.4.0,hugectr2onnx==0.0.0,huggingface-hub==0.8.1,hyperframe==6.0.1,idna==2.8,imagesize==1.4.1,implicit==0.6.0,importlib-metadata==4.12.0,importlib-resources==5.9.0,iniconfig==1.1.1,ipykernel==6.15.1,ipython==8.4.0,ipython-genutils==0.2.0,ipywidgets==7.7.0,jedi==0.18.1,Jinja2==3.1.2,jmespath==1.0.1,joblib==1.1.0,json5==0.9.9,jsonschema==4.9.1,jupyter-cache==0.4.3,jupyter-client==7.3.4,jupyter-core==4.11.1,jupyter-server==1.18.1,jupyter-server-mathjax==0.2.5,jupyter-sphinx==0.3.2,jupyterlab==3.4.5,jupyterlab-pygments==0.2.2,jupyterlab-server==2.15.0,jupyterlab-widgets==1.1.0,keras==2.9.0,Keras-Preprocessing==1.1.2,kiwisolver==1.4.4,lazy-object-proxy==1.7.1,libclang==14.0.6,lightfm==1.16,lightgbm==3.3.2,linkify-it-py==1.0.3,llvmlite==0.39.0,locket==1.0.0,lxml==4.9.1,Markdown==3.4.1,markdown-it-py==1.1.0,MarkupSafe==2.1.1,matplotlib==3.5.3,matplotlib-inline==0.1.3,mdit-py-plugins==0.2.8,merlin==0.0.1,merlin-core==0+untagged.112.gfbfcaf3,merlin-models==0.6.0+45.g5a345d9c1,merlin-systems==0+untagged.105.gf89cc51,mistune==0.8.4,mmh3==3.0.0,mpi4py==3.1.3,msgpack==1.0.4,multidict==6.0.2,myst-nb==0.13.2,myst-parser==0.15.2,natsort==8.1.0,nbclassic==0.4.3,nbclient==0.6.6,nbconvert==6.5.3,nbdime==3.1.1,nbformat==5.4.0,nest-asyncio==1.5.5,notebook==6.4.12,notebook-shim==0.1.0,numba==0.56.0,numpy==1.21.5,nvidia-pyindex==1.0.9,# Editable install with no version control (nvtabular==1.3.3+15.g16e4e34e9),-e /usr/local/lib/python3.8/dist-packages,nvtx==0.2.5,oauthlib==3.2.0,onnx==1.12.0,onnxruntime==1.11.1,opt-einsum==3.3.0,packaging==21.3,pandas==1.3.5,pandavro==1.5.2,pandocfilters==1.5.0,parso==0.8.3,partd==1.3.0,pathtools==0.1.2,pexpect==4.8.0,pickleshare==0.7.5,Pillow==9.2.0,pkgutil_resolve_name==1.3.10,platformdirs==2.5.2,pluggy==1.0.0,prometheus-client==0.14.1,promise==2.3,prompt-toolkit==3.0.30,proto-plus==1.19.6,protobuf==3.19.4,psutil==5.9.1,ptyprocess==0.7.0,pure-eval==0.2.2,py==1.11.0,pyarrow==6.0.0,pyasn1==0.4.8,pyasn1-modules==0.2.8,pybind11==2.10.0,pycparser==2.21,pydantic==1.10.2,pydot==1.4.2,Pygments==2.12.0,PyGObject==3.36.0,pynvml==11.4.1,pyparsing==3.0.9,pyrsistent==0.18.1,pytest==7.1.2,pytest-cov==3.0.0,pytest-forked==1.4.0,pytest-xdist==2.5.0,python-apt==2.0.0+ubuntu0.20.4.7,python-dateutil==2.8.2,python-dotenv==0.21.0,python-rapidjson==1.8,pytz==2022.2.1,PyYAML==5.4.1,pyzmq==23.2.1,regex==2022.7.25,requests==2.22.0,requests-oauthlib==1.3.1,requests-unixsocket==0.2.0,rmm==21.12.0,rsa==4.7.2,s3fs==2022.2.0,s3transfer==0.6.0,sacremoses==0.0.53,scikit-build==0.15.0,scikit-learn==1.1.2,scipy==1.9.0,seedir==0.3.0,Send2Trash==1.8.0,sentry-sdk==1.9.4,setproctitle==1.3.2,setuptools-scm==7.0.5,shortuuid==1.0.9,six==1.15.0,sklearn==0.0,smmap==5.0.0,sniffio==1.2.0,snowballstemmer==2.2.0,sortedcontainers==2.4.0,soupsieve==2.3.2.post1,Sphinx==5.1.1,sphinx-multiversion==0.2.4,sphinx-togglebutton==0.3.1,sphinx_external_toc==0.3.0,sphinxcontrib-applehelp==1.0.2,sphinxcontrib-copydirs @ git+https://github.com/mikemckiernan/sphinxcontrib-copydirs.git@bd8c5d79b3f91cf5f1bb0d6995aeca3fe84b670e,sphinxcontrib-devhelp==1.0.2,sphinxcontrib-htmlhelp==2.0.0,sphinxcontrib-jsmath==1.0.1,sphinxcontrib-qthelp==1.0.3,sphinxcontrib-serializinghtml==1.1.5,SQLAlchemy==1.4.36,stack-data==0.4.0,starlette==0.19.1,stringcase==1.2.0,supervisor==4.1.0,tabulate==0.8.10,tblib==1.7.0,tdqm==0.0.1,tenacity==8.0.1,tensorboard==2.9.1,tensorboard-data-server==0.6.1,tensorboard-plugin-wit==1.8.1,tensorflow==2.6.2,tensorflow-estimator==2.9.0,tensorflow-gpu==2.9.2,tensorflow-io-gcs-filesystem==0.26.0,tensorflow-metadata==1.9.0,termcolor==1.1.0,terminado==0.15.0,testbook==0.4.2,threadpoolctl==3.1.0,tinycss2==1.1.1,tokenizers==0.10.3,toml==0.10.2,tomli==2.0.1,toolz==0.12.0,torch==1.12.1+cu113,torchmetrics==0.3.2,tornado==6.2,tox==3.25.1,tqdm==4.64.0,traitlets==5.3.0,transformers==4.12.0,transformers4rec==0.1.11+10.g21a2a836a,treelite==2.3.0,treelite-runtime==2.3.0,tritonclient==2.22.0,typing_extensions==4.3.0,uc-micro-py==1.0.1,urllib3==1.26.11,uvicorn==0.18.3,uvloop==0.16.0,versioneer==0.20,virtualenv==20.16.4,wandb==0.13.1,watchfiles==0.16.1,wcwidth==0.2.5,webencodings==0.5.1,websocket-client==1.3.3,websockets==10.3,Werkzeug==2.2.2,widgetsnbextension==3.6.0,wrapt==1.12.1,xgboost==1.6.1,zict==2.2.0,zipp==3.8.1,zope.event==4.5.0,zope.interface==5.4.0
test-gpu run-test-pre: PYTHONHASHSEED='207838514'
test-gpu run-test: commands[0] | python -m pip install --upgrade git+https://github.com/NVIDIA-Merlin/systems.git
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Collecting git+https://github.com/NVIDIA-Merlin/systems.git
  Cloning https://github.com/NVIDIA-Merlin/systems.git to /tmp/pip-req-build-dcju6iov
  Running command git clone --filter=blob:none --quiet https://github.com/NVIDIA-Merlin/systems.git /tmp/pip-req-build-dcju6iov
  Resolved https://github.com/NVIDIA-Merlin/systems.git to commit 15074adf11bcc9bb9da375ec40ab4e431f1c93e9
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): finished with status 'done'
Requirement already satisfied: merlin-core>=0.2.0 in ./.tox/test-gpu/lib/python3.8/site-packages (from merlin-systems==0.5.0+4.g15074ad) (0.6.0+1.g5926fcf)
Requirement already satisfied: nvtabular>=1.0.0 in ./.tox/test-gpu/lib/python3.8/site-packages (from merlin-systems==0.5.0+4.g15074ad) (1.4.0+8.g95e12d34)
Requirement already satisfied: tqdm>=4.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (4.64.0)
Requirement already satisfied: fsspec==2022.5.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2022.5.0)
Requirement already satisfied: protobuf>=3.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (3.19.4)
Requirement already satisfied: distributed>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2022.3.0)
Requirement already satisfied: tensorflow-metadata>=1.2.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.9.0)
Requirement already satisfied: numba>=0.54 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (0.55.1)
Requirement already satisfied: pandas<1.4.0dev0,>=1.2.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.3.5)
Requirement already satisfied: dask>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2022.3.0)
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test-gpu run-test: commands[1] | python -m pip install --upgrade git+https://github.com/NVIDIA-Merlin/models.git
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Collecting git+https://github.com/NVIDIA-Merlin/models.git
  Cloning https://github.com/NVIDIA-Merlin/models.git to /tmp/pip-req-build-vduk5vy5
  Running command git clone --filter=blob:none --quiet https://github.com/NVIDIA-Merlin/models.git /tmp/pip-req-build-vduk5vy5
  Resolved https://github.com/NVIDIA-Merlin/models.git to commit a00b40ba368fab17577c582a233f711c6285e6fb
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): finished with status 'done'
Requirement already satisfied: merlin-core>=0.2.0 in ./.tox/test-gpu/lib/python3.8/site-packages (from merlin-models==0.7.0+6.ga00b40ba) (0.6.0+1.g5926fcf)
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Requirement already satisfied: tensorflow-metadata>=1.2.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (1.9.0)
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Requirement already satisfied: pyyaml>=5.3.1 in /var/jenkins_home/.local/lib/python3.8/site-packages/PyYAML-5.4.1-py3.8-linux-x86_64.egg (from dask>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (5.4.1)
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Requirement already satisfied: click>=6.6 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (8.1.3)
Requirement already satisfied: tblib>=1.6.0 in /var/jenkins_home/.local/lib/python3.8/site-packages/tblib-1.7.0-py3.8.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (1.7.0)
Requirement already satisfied: tornado>=6.0.3 in /var/jenkins_home/.local/lib/python3.8/site-packages/tornado-6.1-py3.8-linux-x86_64.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (6.1)
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Requirement already satisfied: sortedcontainers!=2.0.0,!=2.0.1 in /var/jenkins_home/.local/lib/python3.8/site-packages/sortedcontainers-2.4.0-py3.8.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (2.4.0)
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Requirement already satisfied: llvmlite<0.39,>=0.38.0rc1 in ./.tox/test-gpu/lib/python3.8/site-packages (from numba>=0.54->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (0.38.1)
Requirement already satisfied: setuptools in ./.tox/test-gpu/lib/python3.8/site-packages (from numba>=0.54->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (65.3.0)
Requirement already satisfied: pyparsing!=3.0.5,>=2.0.2 in /usr/local/lib/python3.8/dist-packages (from packaging->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (3.0.9)
Requirement already satisfied: python-dateutil>=2.7.3 in /usr/local/lib/python3.8/dist-packages (from pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (2.8.2)
Requirement already satisfied: pytz>=2017.3 in /usr/local/lib/python3.8/dist-packages (from pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (2022.2.1)
Requirement already satisfied: googleapis-common-protos<2,>=1.52.0 in /usr/local/lib/python3.8/dist-packages (from tensorflow-metadata>=1.2.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (1.52.0)
Requirement already satisfied: absl-py<2.0.0,>=0.9 in /usr/local/lib/python3.8/dist-packages (from tensorflow-metadata>=1.2.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (1.2.0)
Requirement already satisfied: locket in /var/jenkins_home/.local/lib/python3.8/site-packages/locket-0.2.1-py3.8.egg (from partd>=0.3.10->dask>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (0.2.1)
Requirement already satisfied: six>=1.5 in /var/jenkins_home/.local/lib/python3.8/site-packages (from python-dateutil>=2.7.3->pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (1.15.0)
Requirement already satisfied: heapdict in /var/jenkins_home/.local/lib/python3.8/site-packages/HeapDict-1.0.1-py3.8.egg (from zict>=0.1.3->distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (1.0.1)
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Requirement already satisfied: multidict in /usr/local/lib/python3.8/dist-packages (from grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (6.0.2)
Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.8/dist-packages (from jinja2->distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (2.1.1)
Requirement already satisfied: hpack<5,>=4.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (4.0.0)
Requirement already satisfied: hyperframe<7,>=6.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (6.0.1)
test-gpu run-test: commands[2] | python -m pip install --upgrade git+https://github.com/NVIDIA-Merlin/NVTabular.git
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Collecting git+https://github.com/NVIDIA-Merlin/NVTabular.git
  Cloning https://github.com/NVIDIA-Merlin/NVTabular.git to /tmp/pip-req-build-jdjcylc4
  Running command git clone --filter=blob:none --quiet https://github.com/NVIDIA-Merlin/NVTabular.git /tmp/pip-req-build-jdjcylc4
  Resolved https://github.com/NVIDIA-Merlin/NVTabular.git to commit 95e12d34728eb74c107780906635955144d8c90b
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): finished with status 'done'
Requirement already satisfied: scipy in /usr/local/lib/python3.8/dist-packages (from nvtabular==1.4.0+8.g95e12d34) (1.9.0)
Requirement already satisfied: merlin-core>=0.2.0 in ./.tox/test-gpu/lib/python3.8/site-packages (from nvtabular==1.4.0+8.g95e12d34) (0.6.0+1.g5926fcf)
Requirement already satisfied: tqdm>=4.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (4.64.0)
Requirement already satisfied: fsspec==2022.5.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (2022.5.0)
Requirement already satisfied: protobuf>=3.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (3.19.4)
Requirement already satisfied: distributed>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (2022.3.0)
Requirement already satisfied: tensorflow-metadata>=1.2.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.9.0)
Requirement already satisfied: numba>=0.54 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (0.55.1)
Requirement already satisfied: pandas<1.4.0dev0,>=1.2.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.3.5)
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test-gpu run-test: commands[3] | python -m pip install --upgrade git+https://github.com/NVIDIA-Merlin/core.git
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Collecting git+https://github.com/NVIDIA-Merlin/core.git
  Cloning https://github.com/NVIDIA-Merlin/core.git to /tmp/pip-req-build-j96owrbb
  Running command git clone --filter=blob:none --quiet https://github.com/NVIDIA-Merlin/core.git /tmp/pip-req-build-j96owrbb
  Resolved https://github.com/NVIDIA-Merlin/core.git to commit 5926fcfc0776c112680cbca28553c15211c2fda7
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): finished with status 'done'
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test-gpu run-test: commands[4] | python -m pytest --cov-report term --cov merlin -rxs tests/unit
============================= test session starts ==============================
platform linux -- Python 3.8.10, pytest-7.1.2, pluggy-1.0.0
cachedir: .tox/test-gpu/.pytest_cache
rootdir: /var/jenkins_home/workspace/merlin_merlin/merlin
plugins: anyio-3.5.0, xdist-2.5.0, forked-1.4.0, cov-3.0.0
collected 3 items
tests/unit/test_version.py .                                             [ 33%]

tests/unit/examples/test_building_deploying_multi_stage_RecSys.py s      [ 66%]

tests/unit/examples/test_scaling_criteo_merlin_models.py F               [100%]
=================================== FAILURES ===================================

__________________________________ test_func ___________________________________
self = <testbook.client.TestbookNotebookClient object at 0x7fdc0d056af0>

cell = [31], kwargs = {}, cell_indexes = [31], executed_cells = [], idx = 31
def execute_cell(self, cell, **kwargs) -> Union[Dict, List[Dict]]:
    """
    Executes a cell or list of cells
    """
    if isinstance(cell, slice):
        start, stop = self._cell_index(cell.start), self._cell_index(cell.stop)
        if cell.step is not None:
            raise TestbookError('testbook does not support step argument')

        cell = range(start, stop + 1)
    elif isinstance(cell, str) or isinstance(cell, int):
        cell = [cell]

    cell_indexes = cell

    if all(isinstance(x, str) for x in cell):
        cell_indexes = [self._cell_index(tag) for tag in cell]

    executed_cells = []
    for idx in cell_indexes:
        try:


          cell = super().execute_cell(self.nb['cells'][idx], idx, **kwargs)


../../../.local/lib/python3.8/site-packages/testbook/client.py:133:

args = (<testbook.client.TestbookNotebookClient object at 0x7fdc0d056af0>, {'id': '4f375598', 'cell_type': 'code', 'metadata'...[38;5;241m.\x1b[39mis_server_ready()\n', '\x1b[0;31mRuntimeError\x1b[0m: Tritonserver failed to start (ret=1)']}]}, 31)

kwargs = {}
def wrapped(*args, **kwargs):


  return just_run(coro(*args, **kwargs))


../../../.local/lib/python3.8/site-packages/nbclient/util.py:84:

coro = <coroutine object NotebookClient.async_execute_cell at 0x7fdc0dae12c0>
def just_run(coro: Awaitable) -> Any:
    """Make the coroutine run, even if there is an event loop running (using nest_asyncio)"""
    # original from vaex/asyncio.py
    loop = asyncio._get_running_loop()
    if loop is None:
        had_running_loop = False
        try:
            loop = asyncio.get_event_loop()
        except RuntimeError:
            # we can still get 'There is no current event loop in ...'
            loop = asyncio.new_event_loop()
            asyncio.set_event_loop(loop)
    else:
        had_running_loop = True
    if had_running_loop:
        # if there is a running loop, we patch using nest_asyncio
        # to have reentrant event loops
        check_ipython()
        import nest_asyncio

        nest_asyncio.apply()
        check_patch_tornado()


  return loop.run_until_complete(coro)


../../../.local/lib/python3.8/site-packages/nbclient/util.py:62:

self = <_UnixSelectorEventLoop running=False closed=False debug=False>

future = <Task finished name='Task-228' coro=<NotebookClient.async_execute_cell() done, defined at /var/jenkins_home/.local/lib...0;31mRuntimeError\x1b[0m: Tritonserver failed to start (ret=1)\nRuntimeError: Tritonserver failed to start (ret=1)\n')>
def run_until_complete(self, future):
    """Run until the Future is done.

    If the argument is a coroutine, it is wrapped in a Task.

    WARNING: It would be disastrous to call run_until_complete()
    with the same coroutine twice -- it would wrap it in two
    different Tasks and that can't be good.

    Return the Future's result, or raise its exception.
    """
    self._check_closed()
    self._check_running()

    new_task = not futures.isfuture(future)
    future = tasks.ensure_future(future, loop=self)
    if new_task:
        # An exception is raised if the future didn't complete, so there
        # is no need to log the "destroy pending task" message
        future._log_destroy_pending = False

    future.add_done_callback(_run_until_complete_cb)
    try:
        self.run_forever()
    except:
        if new_task and future.done() and not future.cancelled():
            # The coroutine raised a BaseException. Consume the exception
            # to not log a warning, the caller doesn't have access to the
            # local task.
            future.exception()
        raise
    finally:
        future.remove_done_callback(_run_until_complete_cb)
    if not future.done():
        raise RuntimeError('Event loop stopped before Future completed.')


  return future.result()


/usr/lib/python3.8/asyncio/base_events.py:616:

self = <testbook.client.TestbookNotebookClient object at 0x7fdc0d056af0>

cell = {'id': '4f375598', 'cell_type': 'code', 'metadata': {'execution': {'iopub.status.busy': '2022-09-19T20:17:30.485628Z',...t\x1b[38;5;241m.\x1b[39mis_server_ready()\n', '\x1b[0;31mRuntimeError\x1b[0m: Tritonserver failed to start (ret=1)']}]}

cell_index = 31, execution_count = None, store_history = True
async def async_execute_cell(
    self,
    cell: NotebookNode,
    cell_index: int,
    execution_count: t.Optional[int] = None,
    store_history: bool = True,
) -> NotebookNode:
    """
    Executes a single code cell.

    To execute all cells see :meth:`execute`.

    Parameters
    ----------
    cell : nbformat.NotebookNode
        The cell which is currently being processed.
    cell_index : int
        The position of the cell within the notebook object.
    execution_count : int
        The execution count to be assigned to the cell (default: Use kernel response)
    store_history : bool
        Determines if history should be stored in the kernel (default: False).
        Specific to ipython kernels, which can store command histories.

    Returns
    -------
    output : dict
        The execution output payload (or None for no output).

    Raises
    ------
    CellExecutionError
        If execution failed and should raise an exception, this will be raised
        with defaults about the failure.

    Returns
    -------
    cell : NotebookNode
        The cell which was just processed.
    """
    assert self.kc is not None

    await run_hook(self.on_cell_start, cell=cell, cell_index=cell_index)

    if cell.cell_type != 'code' or not cell.source.strip():
        self.log.debug("Skipping non-executing cell %s", cell_index)
        return cell

    if self.skip_cells_with_tag in cell.metadata.get("tags", []):
        self.log.debug("Skipping tagged cell %s", cell_index)
        return cell

    if self.record_timing:  # clear execution metadata prior to execution
        cell['metadata']['execution'] = {}

    self.log.debug("Executing cell:\n%s", cell.source)

    cell_allows_errors = (not self.force_raise_errors) and (
        self.allow_errors or "raises-exception" in cell.metadata.get("tags", [])
    )

    await run_hook(self.on_cell_execute, cell=cell, cell_index=cell_index)
    parent_msg_id = await ensure_async(
        self.kc.execute(
            cell.source, store_history=store_history, stop_on_error=not cell_allows_errors
        )
    )
    await run_hook(self.on_cell_complete, cell=cell, cell_index=cell_index)
    # We launched a code cell to execute
    self.code_cells_executed += 1
    exec_timeout = self._get_timeout(cell)

    cell.outputs = []
    self.clear_before_next_output = False

    task_poll_kernel_alive = asyncio.ensure_future(self._async_poll_kernel_alive())
    task_poll_output_msg = asyncio.ensure_future(
        self._async_poll_output_msg(parent_msg_id, cell, cell_index)
    )
    self.task_poll_for_reply = asyncio.ensure_future(
        self._async_poll_for_reply(
            parent_msg_id, cell, exec_timeout, task_poll_output_msg, task_poll_kernel_alive
        )
    )
    try:
        exec_reply = await self.task_poll_for_reply
    except asyncio.CancelledError:
        # can only be cancelled by task_poll_kernel_alive when the kernel is dead
        task_poll_output_msg.cancel()
        raise DeadKernelError("Kernel died")
    except Exception as e:
        # Best effort to cancel request if it hasn't been resolved
        try:
            # Check if the task_poll_output is doing the raising for us
            if not isinstance(e, CellControlSignal):
                task_poll_output_msg.cancel()
        finally:
            raise

    if execution_count:
        cell['execution_count'] = execution_count


  await self._check_raise_for_error(cell, cell_index, exec_reply)


../../../.local/lib/python3.8/site-packages/nbclient/client.py:965:

self = <testbook.client.TestbookNotebookClient object at 0x7fdc0d056af0>

cell = {'id': '4f375598', 'cell_type': 'code', 'metadata': {'execution': {'iopub.status.busy': '2022-09-19T20:17:30.485628Z',...t\x1b[38;5;241m.\x1b[39mis_server_ready()\n', '\x1b[0;31mRuntimeError\x1b[0m: Tritonserver failed to start (ret=1)']}]}

cell_index = 31

exec_reply = {'buffers': [], 'content': {'ename': 'RuntimeError', 'engine_info': {'engine_id': -1, 'engine_uuid': '771bfe73-2c84-44...e, 'engine': '771bfe73-2c84-4449-899e-e66f4fe9550e', 'started': '2022-09-19T20:17:30.485940Z', 'status': 'error'}, ...}
async def _check_raise_for_error(
    self, cell: NotebookNode, cell_index: int, exec_reply: t.Optional[t.Dict]
) -> None:

    if exec_reply is None:
        return None

    exec_reply_content = exec_reply['content']
    if exec_reply_content['status'] != 'error':
        return None

    cell_allows_errors = (not self.force_raise_errors) and (
        self.allow_errors
        or exec_reply_content.get('ename') in self.allow_error_names
        or "raises-exception" in cell.metadata.get("tags", [])
    )
    await run_hook(self.on_cell_error, cell=cell, cell_index=cell_index)
    if not cell_allows_errors:


      raise CellExecutionError.from_cell_and_msg(cell, exec_reply_content)


E           nbclient.exceptions.CellExecutionError: An error occurred while executing the following cell:

E           ------------------

E

E           import shutil

E           from merlin.systems.triton.utils import run_ensemble_on_tritonserver

E           outputs = ensemble.graph.output_schema.column_names

E           response = run_ensemble_on_tritonserver(

E               "/tmp/output/criteo/ensemble/",workflow.input_schema, batch.fillna(0),

E               outputs, "ensemble_model"

E           )

E           response = [x.tolist()[0] for x in response["label/binary_classification_task"]]

E           shutil.rmtree("/tmp/input/criteo", ignore_errors=True)

E           shutil.rmtree("/tmp/output/criteo", ignore_errors=True)

E

E           ------------------

E

E           �[0;31m---------------------------------------------------------------------------�[0m

E           �[0;31mRuntimeError�[0m                              Traceback (most recent call last)

E           Input �[0;32mIn [13]�[0m, in �[0;36m<cell line: 4>�[0;34m()�[0m

E           �[1;32m      2�[0m �[38;5;28;01mfrom�[39;00m �[38;5;21;01mmerlin�[39;00m�[38;5;21;01m.�[39;00m�[38;5;21;01msystems�[39;00m�[38;5;21;01m.�[39;00m�[38;5;21;01mtriton�[39;00m�[38;5;21;01m.�[39;00m�[38;5;21;01mutils�[39;00m �[38;5;28;01mimport�[39;00m run_ensemble_on_tritonserver

E           �[1;32m      3�[0m outputs �[38;5;241m=�[39m ensemble�[38;5;241m.�[39mgraph�[38;5;241m.�[39moutput_schema�[38;5;241m.�[39mcolumn_names

E           �[0;32m----> 4�[0m response �[38;5;241m=�[39m �[43mrun_ensemble_on_tritonserver�[49m�[43m(�[49m

E           �[1;32m      5�[0m �[43m    �[49m�[38;5;124;43m"�[39;49m�[38;5;124;43m/tmp/output/criteo/ensemble/�[39;49m�[38;5;124;43m"�[39;49m�[43m,�[49m�[43mworkflow�[49m�[38;5;241;43m.�[39;49m�[43minput_schema�[49m�[43m,�[49m�[43m �[49m�[43mbatch�[49m�[38;5;241;43m.�[39;49m�[43mfillna�[49m�[43m(�[49m�[38;5;241;43m0�[39;49m�[43m)�[49m�[43m,�[49m

E           �[1;32m      6�[0m �[43m    �[49m�[43moutputs�[49m�[43m,�[49m�[43m �[49m�[38;5;124;43m"�[39;49m�[38;5;124;43mensemble_model�[39;49m�[38;5;124;43m"�[39;49m

E           �[1;32m      7�[0m �[43m)�[49m

E           �[1;32m      8�[0m response �[38;5;241m=�[39m [x�[38;5;241m.�[39mtolist()[�[38;5;241m0�[39m] �[38;5;28;01mfor�[39;00m x �[38;5;129;01min�[39;00m response[�[38;5;124m"�[39m�[38;5;124mlabel/binary_classification_task�[39m�[38;5;124m"�[39m]]

E           �[1;32m      9�[0m shutil�[38;5;241m.�[39mrmtree(�[38;5;124m"�[39m�[38;5;124m/tmp/input/criteo�[39m�[38;5;124m"�[39m, ignore_errors�[38;5;241m=�[39m�[38;5;28;01mTrue�[39;00m)

E

E           File �[0;32m~/workspace/merlin_merlin/merlin/.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/triton/utils.py:138�[0m, in �[0;36mrun_ensemble_on_tritonserver�[0;34m(tmpdir, schema, df, output_columns, model_name)�[0m

E           �[1;32m    115�[0m �[38;5;124;03m"""Starts up a Triton server instance, loads up the ensemble model,�[39;00m

E           �[1;32m    116�[0m �[38;5;124;03mprepares the inference request and returns the unparsed inference�[39;00m

E           �[1;32m    117�[0m �[38;5;124;03mresponse.�[39;00m

E           �[0;32m   (...)�[0m

E           �[1;32m    135�[0m �[38;5;124;03m    the results of the prediction, parsed by output column name.�[39;00m

E           �[1;32m    136�[0m �[38;5;124;03m"""�[39;00m

E           �[1;32m    137�[0m response �[38;5;241m=�[39m �[38;5;28;01mNone�[39;00m

E           �[0;32m--> 138�[0m �[38;5;28;01mwith�[39;00m run_triton_server(tmpdir) �[38;5;28;01mas�[39;00m client:

E           �[1;32m    139�[0m     response �[38;5;241m=�[39m send_triton_request(

E           �[1;32m    140�[0m         schema, df, output_columns, client�[38;5;241m=�[39mclient, triton_model�[38;5;241m=�[39mmodel_name

E           �[1;32m    141�[0m     )

E           �[1;32m    143�[0m �[38;5;28;01mreturn�[39;00m response

E

E           File �[0;32m/usr/lib/python3.8/contextlib.py:113�[0m, in �[0;36m_GeneratorContextManager.__enter__�[0;34m(self)�[0m

E           �[1;32m    111�[0m �[38;5;28;01mdel�[39;00m �[38;5;28mself�[39m�[38;5;241m.�[39margs, �[38;5;28mself�[39m�[38;5;241m.�[39mkwds, �[38;5;28mself�[39m�[38;5;241m.�[39mfunc

E           �[1;32m    112�[0m �[38;5;28;01mtry�[39;00m:

E           �[0;32m--> 113�[0m     �[38;5;28;01mreturn�[39;00m �[38;5;28;43mnext�[39;49m�[43m(�[49m�[38;5;28;43mself�[39;49m�[38;5;241;43m.�[39;49m�[43mgen�[49m�[43m)�[49m

E           �[1;32m    114�[0m �[38;5;28;01mexcept�[39;00m �[38;5;167;01mStopIteration�[39;00m:

E           �[1;32m    115�[0m     �[38;5;28;01mraise�[39;00m �[38;5;167;01mRuntimeError�[39;00m(�[38;5;124m"�[39m�[38;5;124mgenerator didn�[39m�[38;5;124m'�[39m�[38;5;124mt yield�[39m�[38;5;124m"�[39m) �[38;5;28;01mfrom�[39;00m �[38;5;28mNone�[39m

E

E           File �[0;32m~/workspace/merlin_merlin/merlin/.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/triton/utils.py:81�[0m, in �[0;36mrun_triton_server�[0;34m(model_repository, grpc_host, grpc_port, backend_config)�[0m

E           �[1;32m     79�[0m �[38;5;28;01mif�[39;00m process�[38;5;241m.�[39mpoll() �[38;5;129;01mis�[39;00m �[38;5;129;01mnot�[39;00m �[38;5;28;01mNone�[39;00m:

E           �[1;32m     80�[0m     retcode �[38;5;241m=�[39m process�[38;5;241m.�[39mreturncode

E           �[0;32m---> 81�[0m     �[38;5;28;01mraise�[39;00m �[38;5;167;01mRuntimeError�[39;00m(�[38;5;124mf�[39m�[38;5;124m"�[39m�[38;5;124mTritonserver failed to start (ret=�[39m�[38;5;132;01m{�[39;00mretcode�[38;5;132;01m}�[39;00m�[38;5;124m)�[39m�[38;5;124m"�[39m)

E           �[1;32m     83�[0m �[38;5;28;01mtry�[39;00m:

E           �[1;32m     84�[0m     ready �[38;5;241m=�[39m client�[38;5;241m.�[39mis_server_ready()

E

E           �[0;31mRuntimeError�[0m: Tritonserver failed to start (ret=1)

E           RuntimeError: Tritonserver failed to start (ret=1)
../../../.local/lib/python3.8/site-packages/nbclient/client.py:862: CellExecutionError
During handling of the above exception, another exception occurred:
def test_func():
    with testbook(
        REPO_ROOT / "examples" / "scaling-criteo" / "02-ETL-with-NVTabular.ipynb",
        execute=False,
        timeout=180,
    ) as tb1:
        tb1.inject(
            """
            import os
            os.environ["BASE_DIR"] = "/tmp/input/criteo/"
            os.environ["INPUT_DATA_DIR"] = "/tmp/input/criteo/"
            os.environ["OUTPUT_DATA_DIR"] = "/tmp/output/criteo/"
            os.system("mkdir -p /tmp/input/criteo")
            os.system("mkdir -p /tmp/output/criteo")

            from merlin.datasets.synthetic import generate_data

            train, valid = generate_data("criteo", int(100000), set_sizes=(0.7, 0.3))

            train.to_ddf().compute().to_parquet('/tmp/input/criteo/day_0.parquet')
            valid.to_ddf().compute().to_parquet('/tmp/input/criteo/day_1.parquet')
            """
        )
        tb1.execute()
        assert os.path.isfile("/tmp/output/criteo/train/part_0.parquet")
        assert os.path.isfile("/tmp/output/criteo/valid/part_0.parquet")
        assert os.path.isfile("/tmp/output/criteo/workflow/metadata.json")

    with testbook(
        REPO_ROOT
        / "examples"
        / "scaling-criteo"
        / "03-Training-with-Merlin-Models-TensorFlow.ipynb",
        execute=False,
        timeout=180,
    ) as tb2:
        tb2.inject(
            """
            import os
            os.environ["INPUT_DATA_DIR"] = "/tmp/output/criteo/"
            """
        )
        tb2.execute()
        metrics = tb2.ref("eval_metrics")
        assert set(metrics.keys()) == set(
            [
                "auc",
                "binary_accuracy",
                "loss",
                "precision",
                "recall",
                "regularization_loss",
            ]
        )
        assert os.path.isfile("/tmp/output/criteo/dlrm/saved_model.pb")

    with testbook(
        REPO_ROOT
        / "examples"
        / "scaling-criteo"
        / "04-Triton-Inference-with-Merlin-Models-TensorFlow.ipynb",
        execute=False,
        timeout=180,
    ) as tb3:
        tb3.inject(
            """
            import os
            os.environ["BASE_DIR"] = "/tmp/output/criteo/"
            os.environ["INPUT_FOLDER"] = "/tmp/input/criteo/"
            """
        )
        NUM_OF_CELLS = len(tb3.cells)
        tb3.execute_cell(list(range(0, NUM_OF_CELLS - 5)))


      tb3.inject(


            """
            import shutil
            from merlin.systems.triton.utils import run_ensemble_on_tritonserver
            outputs = ensemble.graph.output_schema.column_names
            response = run_ensemble_on_tritonserver(
                "/tmp/output/criteo/ensemble/",workflow.input_schema, batch.fillna(0),
                outputs, "ensemble_model"
            )
            response = [x.tolist()[0] for x in response["label/binary_classification_task"]]
            shutil.rmtree("/tmp/input/criteo", ignore_errors=True)
            shutil.rmtree("/tmp/output/criteo", ignore_errors=True)
            """
        )

tests/unit/examples/test_scaling_criteo_merlin_models.py:83:

../../../.local/lib/python3.8/site-packages/testbook/client.py:237: in inject

cell = TestbookNode(self.execute_cell(inject_idx)) if run else TestbookNode(code_cell)

self = <testbook.client.TestbookNotebookClient object at 0x7fdc0d056af0>

cell = [31], kwargs = {}, cell_indexes = [31], executed_cells = [], idx = 31
def execute_cell(self, cell, **kwargs) -> Union[Dict, List[Dict]]:
    """
    Executes a cell or list of cells
    """
    if isinstance(cell, slice):
        start, stop = self._cell_index(cell.start), self._cell_index(cell.stop)
        if cell.step is not None:
            raise TestbookError('testbook does not support step argument')

        cell = range(start, stop + 1)
    elif isinstance(cell, str) or isinstance(cell, int):
        cell = [cell]

    cell_indexes = cell

    if all(isinstance(x, str) for x in cell):
        cell_indexes = [self._cell_index(tag) for tag in cell]

    executed_cells = []
    for idx in cell_indexes:
        try:
            cell = super().execute_cell(self.nb['cells'][idx], idx, **kwargs)
        except CellExecutionError as ce:


          raise TestbookRuntimeError(ce.evalue, ce, self._get_error_class(ce.ename))


E               testbook.exceptions.TestbookRuntimeError: An error occurred while executing the following cell:

E               ------------------

E

E               import shutil

E               from merlin.systems.triton.utils import run_ensemble_on_tritonserver

E               outputs = ensemble.graph.output_schema.column_names

E               response = run_ensemble_on_tritonserver(

E                   "/tmp/output/criteo/ensemble/",workflow.input_schema, batch.fillna(0),

E                   outputs, "ensemble_model"

E               )

E               response = [x.tolist()[0] for x in response["label/binary_classification_task"]]

E               shutil.rmtree("/tmp/input/criteo", ignore_errors=True)

E               shutil.rmtree("/tmp/output/criteo", ignore_errors=True)

E

E               ------------------

E

E               �[0;31m---------------------------------------------------------------------------�[0m

E               �[0;31mRuntimeError�[0m                              Traceback (most recent call last)

E               Input �[0;32mIn [13]�[0m, in �[0;36m<cell line: 4>�[0;34m()�[0m

E               �[1;32m      2�[0m �[38;5;28;01mfrom�[39;00m �[38;5;21;01mmerlin�[39;00m�[38;5;21;01m.�[39;00m�[38;5;21;01msystems�[39;00m�[38;5;21;01m.�[39;00m�[38;5;21;01mtriton�[39;00m�[38;5;21;01m.�[39;00m�[38;5;21;01mutils�[39;00m �[38;5;28;01mimport�[39;00m run_ensemble_on_tritonserver

E               �[1;32m      3�[0m outputs �[38;5;241m=�[39m ensemble�[38;5;241m.�[39mgraph�[38;5;241m.�[39moutput_schema�[38;5;241m.�[39mcolumn_names

E               �[0;32m----> 4�[0m response �[38;5;241m=�[39m �[43mrun_ensemble_on_tritonserver�[49m�[43m(�[49m

E               �[1;32m      5�[0m �[43m    �[49m�[38;5;124;43m"�[39;49m�[38;5;124;43m/tmp/output/criteo/ensemble/�[39;49m�[38;5;124;43m"�[39;49m�[43m,�[49m�[43mworkflow�[49m�[38;5;241;43m.�[39;49m�[43minput_schema�[49m�[43m,�[49m�[43m �[49m�[43mbatch�[49m�[38;5;241;43m.�[39;49m�[43mfillna�[49m�[43m(�[49m�[38;5;241;43m0�[39;49m�[43m)�[49m�[43m,�[49m

E               �[1;32m      6�[0m �[43m    �[49m�[43moutputs�[49m�[43m,�[49m�[43m �[49m�[38;5;124;43m"�[39;49m�[38;5;124;43mensemble_model�[39;49m�[38;5;124;43m"�[39;49m

E               �[1;32m      7�[0m �[43m)�[49m

E               �[1;32m      8�[0m response �[38;5;241m=�[39m [x�[38;5;241m.�[39mtolist()[�[38;5;241m0�[39m] �[38;5;28;01mfor�[39;00m x �[38;5;129;01min�[39;00m response[�[38;5;124m"�[39m�[38;5;124mlabel/binary_classification_task�[39m�[38;5;124m"�[39m]]

E               �[1;32m      9�[0m shutil�[38;5;241m.�[39mrmtree(�[38;5;124m"�[39m�[38;5;124m/tmp/input/criteo�[39m�[38;5;124m"�[39m, ignore_errors�[38;5;241m=�[39m�[38;5;28;01mTrue�[39;00m)

E

E               File �[0;32m~/workspace/merlin_merlin/merlin/.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/triton/utils.py:138�[0m, in �[0;36mrun_ensemble_on_tritonserver�[0;34m(tmpdir, schema, df, output_columns, model_name)�[0m

E               �[1;32m    115�[0m �[38;5;124;03m"""Starts up a Triton server instance, loads up the ensemble model,�[39;00m

E               �[1;32m    116�[0m �[38;5;124;03mprepares the inference request and returns the unparsed inference�[39;00m

E               �[1;32m    117�[0m �[38;5;124;03mresponse.�[39;00m

E               �[0;32m   (...)�[0m

E               �[1;32m    135�[0m �[38;5;124;03m    the results of the prediction, parsed by output column name.�[39;00m

E               �[1;32m    136�[0m �[38;5;124;03m"""�[39;00m

E               �[1;32m    137�[0m response �[38;5;241m=�[39m �[38;5;28;01mNone�[39;00m

E               �[0;32m--> 138�[0m �[38;5;28;01mwith�[39;00m run_triton_server(tmpdir) �[38;5;28;01mas�[39;00m client:

E               �[1;32m    139�[0m     response �[38;5;241m=�[39m send_triton_request(

E               �[1;32m    140�[0m         schema, df, output_columns, client�[38;5;241m=�[39mclient, triton_model�[38;5;241m=�[39mmodel_name

E               �[1;32m    141�[0m     )

E               �[1;32m    143�[0m �[38;5;28;01mreturn�[39;00m response

E

E               File �[0;32m/usr/lib/python3.8/contextlib.py:113�[0m, in �[0;36m_GeneratorContextManager.__enter__�[0;34m(self)�[0m

E               �[1;32m    111�[0m �[38;5;28;01mdel�[39;00m �[38;5;28mself�[39m�[38;5;241m.�[39margs, �[38;5;28mself�[39m�[38;5;241m.�[39mkwds, �[38;5;28mself�[39m�[38;5;241m.�[39mfunc

E               �[1;32m    112�[0m �[38;5;28;01mtry�[39;00m:

E               �[0;32m--> 113�[0m     �[38;5;28;01mreturn�[39;00m �[38;5;28;43mnext�[39;49m�[43m(�[49m�[38;5;28;43mself�[39;49m�[38;5;241;43m.�[39;49m�[43mgen�[49m�[43m)�[49m

E               �[1;32m    114�[0m �[38;5;28;01mexcept�[39;00m �[38;5;167;01mStopIteration�[39;00m:

E               �[1;32m    115�[0m     �[38;5;28;01mraise�[39;00m �[38;5;167;01mRuntimeError�[39;00m(�[38;5;124m"�[39m�[38;5;124mgenerator didn�[39m�[38;5;124m'�[39m�[38;5;124mt yield�[39m�[38;5;124m"�[39m) �[38;5;28;01mfrom�[39;00m �[38;5;28mNone�[39m

E

E               File �[0;32m~/workspace/merlin_merlin/merlin/.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/triton/utils.py:81�[0m, in �[0;36mrun_triton_server�[0;34m(model_repository, grpc_host, grpc_port, backend_config)�[0m

E               �[1;32m     79�[0m �[38;5;28;01mif�[39;00m process�[38;5;241m.�[39mpoll() �[38;5;129;01mis�[39;00m �[38;5;129;01mnot�[39;00m �[38;5;28;01mNone�[39;00m:

E               �[1;32m     80�[0m     retcode �[38;5;241m=�[39m process�[38;5;241m.�[39mreturncode

E               �[0;32m---> 81�[0m     �[38;5;28;01mraise�[39;00m �[38;5;167;01mRuntimeError�[39;00m(�[38;5;124mf�[39m�[38;5;124m"�[39m�[38;5;124mTritonserver failed to start (ret=�[39m�[38;5;132;01m{�[39;00mretcode�[38;5;132;01m}�[39;00m�[38;5;124m)�[39m�[38;5;124m"�[39m)

E               �[1;32m     83�[0m �[38;5;28;01mtry�[39;00m:

E               �[1;32m     84�[0m     ready �[38;5;241m=�[39m client�[38;5;241m.�[39mis_server_ready()

E

E               �[0;31mRuntimeError�[0m: Tritonserver failed to start (ret=1)

E               RuntimeError: Tritonserver failed to start (ret=1)
../../../.local/lib/python3.8/site-packages/testbook/client.py:135: TestbookRuntimeError

----------------------------- Captured stderr call -----------------------------

2022-09-19 20:16:28,480 - distributed.preloading - INFO - Import preload module: dask_cuda.initialize

2022-09-19 20:16:28,491 - distributed.preloading - INFO - Import preload module: dask_cuda.initialize

2022-09-19 20:16:28,501 - distributed.preloading - INFO - Import preload module: dask_cuda.initialize

2022-09-19 20:16:28,523 - distributed.preloading - INFO - Import preload module: dask_cuda.initialize

/usr/local/lib/python3.8/dist-packages/cudf/core/frame.py:384: UserWarning: The deep parameter is ignored and is only included for pandas compatibility.

warnings.warn(

/usr/local/lib/python3.8/dist-packages/cudf/core/frame.py:384: UserWarning: The deep parameter is ignored and is only included for pandas compatibility.

warnings.warn(

/usr/local/lib/python3.8/dist-packages/cudf/core/frame.py:384: UserWarning: The deep parameter is ignored and is only included for pandas compatibility.

warnings.warn(

/usr/local/lib/python3.8/dist-packages/cudf/core/frame.py:384: UserWarning: The deep parameter is ignored and is only included for pandas compatibility.

warnings.warn(

/usr/local/lib/python3.8/dist-packages/cudf/core/frame.py:384: UserWarning: The deep parameter is ignored and is only included for pandas compatibility.

warnings.warn(

/usr/lib/python3.8/multiprocessing/resource_tracker.py:216: UserWarning: resource_tracker: There appear to be 24 leaked semaphore objects to clean up at shutdown

warnings.warn('resource_tracker: There appear to be %d '

2022-09-19 20:16:47.331793: I tensorflow/core/platform/cpu_feature_guard.cc:193] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations:  AVX2 FMA

To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.

2022-09-19 20:16:51.311690: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 0

2022-09-19 20:16:51.311837: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:0 with 8139 MB memory:  -> device: 0, name: Tesla P100-DGXS-16GB, pci bus id: 0000:07:00.0, compute capability: 6.0

2022-09-19 20:16:51.312693: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 1

2022-09-19 20:16:51.312746: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:1 with 15153 MB memory:  -> device: 1, name: Tesla P100-DGXS-16GB, pci bus id: 0000:08:00.0, compute capability: 6.0

2022-09-19 20:16:51.313334: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 2

2022-09-19 20:16:51.313379: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:2 with 15153 MB memory:  -> device: 2, name: Tesla P100-DGXS-16GB, pci bus id: 0000:0e:00.0, compute capability: 6.0

2022-09-19 20:16:51.313965: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 3

2022-09-19 20:16:51.314011: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:3 with 15153 MB memory:  -> device: 3, name: Tesla P100-DGXS-16GB, pci bus id: 0000:0f:00.0, compute capability: 6.0

Error in atexit._run_exitfuncs:

Traceback (most recent call last):

File "/usr/lib/python3.8/logging/init.py", line 2127, in shutdown

h.close()

File "/usr/local/lib/python3.8/dist-packages/absl/logging/init.py", line 934, in close

self.stream.close()

File "/usr/local/lib/python3.8/dist-packages/ipykernel/iostream.py", line 438, in close

self.watch_fd_thread.join()

AttributeError: 'OutStream' object has no attribute 'watch_fd_thread'

2022-09-19 20:17:21.428531: I tensorflow/core/platform/cpu_feature_guard.cc:193] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations:  AVX2 FMA

To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.

2022-09-19 20:17:25.397283: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 0

2022-09-19 20:17:25.397435: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:0 with 15133 MB memory:  -> device: 0, name: Tesla P100-DGXS-16GB, pci bus id: 0000:07:00.0, compute capability: 6.0

2022-09-19 20:17:25.398275: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 1

2022-09-19 20:17:25.398328: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:1 with 15153 MB memory:  -> device: 1, name: Tesla P100-DGXS-16GB, pci bus id: 0000:08:00.0, compute capability: 6.0

2022-09-19 20:17:25.398951: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 2

2022-09-19 20:17:25.398995: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:2 with 15153 MB memory:  -> device: 2, name: Tesla P100-DGXS-16GB, pci bus id: 0000:0e:00.0, compute capability: 6.0

2022-09-19 20:17:25.399610: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 3

2022-09-19 20:17:25.399653: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:3 with 15153 MB memory:  -> device: 3, name: Tesla P100-DGXS-16GB, pci bus id: 0000:0f:00.0, compute capability: 6.0

I0919 20:17:30.815159 27712 pinned_memory_manager.cc:240] Pinned memory pool is created at '0x7f58a4000000' with size 268435456

I0919 20:17:30.815877 27712 cuda_memory_manager.cc:105] CUDA memory pool is created on device 0 with size 67108864

I0919 20:17:30.819681 27712 model_repository_manager.cc:1191] loading: 1_predicttensorflow:1

I0919 20:17:30.919918 27712 model_repository_manager.cc:1191] loading: 0_transformworkflow:1

I0919 20:17:31.195248 27712 tensorflow.cc:2204] TRITONBACKEND_Initialize: tensorflow

I0919 20:17:31.195285 27712 tensorflow.cc:2214] Triton TRITONBACKEND API version: 1.10

I0919 20:17:31.195292 27712 tensorflow.cc:2220] 'tensorflow' TRITONBACKEND API version: 1.10

I0919 20:17:31.195298 27712 tensorflow.cc:2244] backend configuration:

{"cmdline":{"auto-complete-config":"false","backend-directory":"/opt/tritonserver/backends","min-compute-capability":"6.000000","version":"2","default-max-batch-size":"4"}}

I0919 20:17:31.195343 27712 tensorflow.cc:2310] TRITONBACKEND_ModelInitialize: 1_predicttensorflow (version 1)

I0919 20:17:31.200648 27712 tensorflow.cc:2359] TRITONBACKEND_ModelInstanceInitialize: 1_predicttensorflow (GPU device 0)

2022-09-19 20:17:31.566845: I tensorflow/cc/saved_model/reader.cc:43] Reading SavedModel from: /tmp/output/criteo/ensemble/1_predicttensorflow/1/model.savedmodel

2022-09-19 20:17:31.580419: I tensorflow/cc/saved_model/reader.cc:81] Reading meta graph with tags { serve }

2022-09-19 20:17:31.580464: I tensorflow/cc/saved_model/reader.cc:122] Reading SavedModel debug info (if present) from: /tmp/output/criteo/ensemble/1_predicttensorflow/1/model.savedmodel

2022-09-19 20:17:31.580599: I tensorflow/core/platform/cpu_feature_guard.cc:194] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations:  SSE3 SSE4.1 SSE4.2 AVX

To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.

2022-09-19 20:17:31.617797: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 0

2022-09-19 20:17:31.617898: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:0 with 14495 MB memory:  -> device: 0, name: Tesla P100-DGXS-16GB, pci bus id: 0000:07:00.0, compute capability: 6.0

2022-09-19 20:17:31.676769: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:354] MLIR V1 optimization pass is not enabled

2022-09-19 20:17:31.682453: I tensorflow/cc/saved_model/loader.cc:230] Restoring SavedModel bundle.

2022-09-19 20:17:31.849196: I tensorflow/cc/saved_model/loader.cc:214] Running initialization op on SavedModel bundle at path: /tmp/output/criteo/ensemble/1_predicttensorflow/1/model.savedmodel

2022-09-19 20:17:31.916212: I tensorflow/cc/saved_model/loader.cc:321] SavedModel load for tags { serve }; Status: success: OK. Took 349385 microseconds.

I0919 20:17:31.933455 27712 tensorflow.cc:2397] TRITONBACKEND_ModelInstanceFinalize: delete instance state

I0919 20:17:31.933512 27712 tensorflow.cc:2336] TRITONBACKEND_ModelFinalize: delete model state

E0919 20:17:31.933539 27712 model_repository_manager.cc:1348] failed to load '1_predicttensorflow' version 1: Invalid argument: unexpected inference input 'C20', allowed inputs are: args_0, args_0_1, args_0_10, args_0_11, args_0_12, args_0_13, args_0_14, args_0_15, args_0_16, args_0_17, args_0_18, args_0_19, args_0_2, args_0_20, args_0_21, args_0_22, args_0_23, args_0_24, args_0_25, args_0_26, args_0_27, args_0_28, args_0_29, args_0_3, args_0_30, args_0_31, args_0_32, args_0_33, args_0_34, args_0_35, args_0_36, args_0_37, args_0_38, args_0_4, args_0_5, args_0_6, args_0_7, args_0_8, args_0_9

I0919 20:17:31.936356 27712 python_be.cc:1774] TRITONBACKEND_ModelInstanceInitialize: 0_transformworkflow (GPU device 0)

I0919 20:17:35.191823 27712 model_repository_manager.cc:1345] successfully loaded '0_transformworkflow' version 1

E0919 20:17:35.191965 27712 model_repository_manager.cc:1551] Invalid argument: ensemble 'ensemble_model' depends on '1_predicttensorflow' which has no loaded version

I0919 20:17:35.192115 27712 server.cc:556]

+------------------+------+

| Repository Agent | Path |

+------------------+------+

+------------------+------+
I0919 20:17:35.192235 27712 server.cc:583]

+------------+-----------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+

| Backend    | Path                                                            | Config                                                                                                                                                                       |

+------------+-----------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+

| tensorflow | /opt/tritonserver/backends/tensorflow2/libtriton_tensorflow2.so | {"cmdline":{"auto-complete-config":"false","backend-directory":"/opt/tritonserver/backends","min-compute-capability":"6.000000","version":"2","default-max-batch-size":"4"}} |

| python     | /opt/tritonserver/backends/python/libtriton_python.so           | {"cmdline":{"auto-complete-config":"false","min-compute-capability":"6.000000","backend-directory":"/opt/tritonserver/backends","default-max-batch-size":"4"}}               |

+------------+-----------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
I0919 20:17:35.192402 27712 server.cc:626]

+---------------------+---------+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+

| Model               | Version | Status                                                                                                                                                                                                                                                                                                                                                                                                                                                                          |

+---------------------+---------+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+

| 0_transformworkflow | 1       | READY                                                                                                                                                                                                                                                                                                                                                                                                                                                                           |

| 1_predicttensorflow | 1       | UNAVAILABLE: Invalid argument: unexpected inference input 'C20', allowed inputs are: args_0, args_0_1, args_0_10, args_0_11, args_0_12, args_0_13, args_0_14, args_0_15, args_0_16, args_0_17, args_0_18, args_0_19, args_0_2, args_0_20, args_0_21, args_0_22, args_0_23, args_0_24, args_0_25, args_0_26, args_0_27, args_0_28, args_0_29, args_0_3, args_0_30, args_0_31, args_0_32, args_0_33, args_0_34, args_0_35, args_0_36, args_0_37, args_0_38, args_0_4, args_0_5, a |

|                     |         | rgs_0_6, args_0_7, args_0_8, args_0_9                                                                                                                                                                                                                                                                                                                                                                                                                                           |

+---------------------+---------+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
I0919 20:17:35.256797 27712 metrics.cc:650] Collecting metrics for GPU 0: Tesla P100-DGXS-16GB

I0919 20:17:35.257699 27712 tritonserver.cc:2159]

+----------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+

| Option                           | Value                                                                                                                                                                                        |

+----------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+

| server_id                        | triton                                                                                                                                                                                       |

| server_version                   | 2.23.0                                                                                                                                                                                       |

| server_extensions                | classification sequence model_repository model_repository(unload_dependents) schedule_policy model_configuration system_shared_memory cuda_shared_memory binary_tensor_data statistics trace |

| model_repository_path[0]         | /tmp/output/criteo/ensemble/                                                                                                                                                                 |

| model_control_mode               | MODE_NONE                                                                                                                                                                                    |

| strict_model_config              | 1                                                                                                                                                                                            |

| rate_limit                       | OFF                                                                                                                                                                                          |

| pinned_memory_pool_byte_size     | 268435456                                                                                                                                                                                    |

| cuda_memory_pool_byte_size{0}    | 67108864                                                                                                                                                                                     |

| response_cache_byte_size         | 0                                                                                                                                                                                            |

| min_supported_compute_capability | 6.0                                                                                                                                                                                          |

| strict_readiness                 | 1                                                                                                                                                                                            |

| exit_timeout                     | 30                                                                                                                                                                                           |

+----------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
I0919 20:17:35.257735 27712 server.cc:257] Waiting for in-flight requests to complete.

I0919 20:17:35.257744 27712 server.cc:273] Timeout 30: Found 0 model versions that have in-flight inferences

I0919 20:17:35.257755 27712 model_repository_manager.cc:1223] unloading: 0_transformworkflow:1

I0919 20:17:35.257790 27712 server.cc:288] All models are stopped, unloading models

I0919 20:17:35.257799 27712 server.cc:295] Timeout 30: Found 1 live models and 0 in-flight non-inference requests

I0919 20:17:36.257883 27712 server.cc:295] Timeout 29: Found 1 live models and 0 in-flight non-inference requests

W0919 20:17:36.279782 27712 metrics.cc:468] Unable to get energy consumption for GPU 0. Status:Success, value:0

I0919 20:17:36.636858 27712 model_repository_manager.cc:1328] successfully unloaded '0_transformworkflow' version 1

I0919 20:17:37.258014 27712 server.cc:295] Timeout 28: Found 0 live models and 0 in-flight non-inference requests

error: creating server: Internal - failed to load all models

W0919 20:17:37.279984 27712 metrics.cc:468] Unable to get energy consumption for GPU 0. Status:Success, value:0

Error in atexit._run_exitfuncs:

Traceback (most recent call last):

File "/usr/lib/python3.8/logging/init.py", line 2127, in shutdown

h.close()

File "/usr/local/lib/python3.8/dist-packages/absl/logging/init.py", line 934, in close

self.stream.close()

File "/usr/local/lib/python3.8/dist-packages/ipykernel/iostream.py", line 438, in close

self.watch_fd_thread.join()

AttributeError: 'OutStream' object has no attribute 'watch_fd_thread'
---------- coverage: platform linux, python 3.8.10-final-0 -----------

Name                                                                                                  Stmts   Miss  Cover
.tox/test-gpu/lib/python3.8/site-packages/merlin/core/init.py                                         2      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/core/_version.py                                         4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/core/compat.py                                           9      4    56%

.tox/test-gpu/lib/python3.8/site-packages/merlin/core/dispatch.py                                       346    221    36%

.tox/test-gpu/lib/python3.8/site-packages/merlin/core/utils.py                                          195    119    39%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/init.py                                          4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/base_operator.py                                   115     21    82%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/executors.py                                       111     50    55%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/graph.py                                            99     35    65%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/node.py                                            342    165    52%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/ops/init.py                                      4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/ops/concat_columns.py                               18      6    67%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/ops/selection.py                                    20      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/ops/subset_columns.py                               12      4    67%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/ops/subtraction.py                                  21     11    48%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/selector.py                                         88     28    68%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/init.py                                           4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/csv.py                                               57     38    33%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/dask.py                                             181    117    35%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/dataframe_engine.py                                  61     47    23%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/dataframe_iter.py                                    21      4    81%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/dataset.py                                          346    234    32%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/dataset_engine.py                                    37     13    65%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/fsspec_utils.py                                     127    108    15%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/hugectr.py                                           45     35    22%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/parquet.py                                          603    345    43%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/shuffle.py                                           38     20    47%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/worker.py                                            80     30    62%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/writer.py                                           190     78    59%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/writer_factory.py                                    18      5    72%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/init.py                                       2      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/_version.py                                       4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/config/init.py                                0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/config/schema.py                                 62     20    68%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/loader/init.py                                0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/loader/backend.py                               379    117    69%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/loader/dataframe_iter.py                         21     17    19%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/loader/tf_utils.py                               57     27    53%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/loader/utils.py                                  40     15    62%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/init.py                                   64      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/init.py                             0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/cross.py                               44     28    36%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/dlrm.py                                49     11    78%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/experts.py                             99     75    24%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/interaction.py                         93     48    48%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/mlp.py                                114     58    49%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/optimizer.py                          173    127    27%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/retrieval/init.py                   0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/retrieval/base.py                     168    125    26%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/retrieval/matrix_factorization.py      35     19    46%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/retrieval/two_tower.py                 30     18    40%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/sampling/init.py                    0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/sampling/base.py                       29     11    62%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/sampling/cross_batch.py                46     31    33%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/sampling/in_batch.py                   35     20    43%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/sampling/queue.py                     115     99    14%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/init.py                               0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/aggregation.py                          245    109    56%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/base.py                                 239    115    52%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/combinators.py                          393    144    63%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/encoder.py                               73     47    36%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/index.py                                104     68    35%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/prediction.py                            25      2    92%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/tabular.py                              271     76    72%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/dataset.py                                   213    108    49%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/inputs/init.py                             0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/inputs/base.py                                56     44    21%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/inputs/continuous.py                          33      3    91%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/inputs/embedding.py                          432    244    44%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/losses/init.py                             4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/losses/base.py                                 9      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/losses/listwise.py                            13      2    85%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/losses/pairwise.py                           113     55    51%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/metrics/init.py                            2      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/metrics/topk.py                              184     89    52%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/init.py                             0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/base.py                               543    262    52%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/benchmark.py                           16      6    62%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/ranking.py                             69     42    39%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/retrieval.py                           32     15    53%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/utils.py                               10      2    80%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/init.py                            0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/base.py                              123     90    27%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/classification.py                     82     48    41%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/contrastive.py                       135     99    27%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/regression.py                          9      2    78%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/sampling/init.py                   0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/sampling/base.py                      78     41    47%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/sampling/in_batch.py                  37     22    41%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/sampling/popularity.py                27     17    37%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/init.py                   0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/base.py                     199    109    45%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/classification.py            68     25    63%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/multi.py                      7      1    86%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/next_item.py                 59     33    44%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/regression.py                35     19    46%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/retrieval.py                 73     48    34%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/init.py                         0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/bias.py                            74     49    34%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/features.py                       239    187    22%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/noise.py                           43     28    35%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/regularization.py                  17      6    65%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/tensor.py                          91     47    48%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/typing.py                                      7      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/utils/init.py                              0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/utils/batch_utils.py                          81     56    31%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/utils/repr_utils.py                           69     48    30%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/utils/search_utils.py                         34     22    35%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/utils/tf_utils.py                            186    127    32%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/init.py                                 0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/constants.py                                3      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/dataset.py                                 33     24    27%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/doc_utils.py                               10      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/misc_utils.py                             118     90    24%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/registry.py                               101     31    69%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/schema_utils.py                            90     64    29%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/init.py                                       2      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/io/init.py                                    0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/io/proto_utils.py                                20      6    70%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/io/schema_bp.py                                 306      7    98%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/io/tensorflow_metadata.py                       191     46    76%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/schema.py                                       205     54    74%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/tags.py                                          82      8    90%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/init.py                                      6      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/_version.py                                      4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/init.py                                  3      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/ensemble.py                                 78      8    90%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/node.py                                     20      1    95%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/op_runner.py                                21     15    29%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/ops/init.py                              9      4    56%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/ops/operator.py                             83     37    55%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/ops/tensorflow.py                           81     19    77%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/ops/workflow.py                             25      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/model_registry.py                               16      8    50%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/triton/init.py                              47     17    64%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/triton/conversions.py                           87     73    16%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/triton/export.py                               266    210    21%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/triton/utils.py                                 72     26    64%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/workflow/init.py                            22     20     9%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/workflow/base.py                               113     58    49%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/workflow/hugectr.py                             37     29    22%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/workflow/pytorch.py                             10      6    40%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/workflow/tensorflow.py                          32     25    22%
TOTAL                                                                                                 11902   6047    49%
=========================== short test summary info ============================

SKIPPED [1] tests/unit/examples/test_building_deploying_multi_stage_RecSys.py:16: 'NoneType' returning from faiss operator because of randomly generated data.

============== 1 failed, 1 passed, 1 skipped in 86.41s (0:01:26) ===============

/usr/local/lib/python3.8/dist-packages/coverage/inorout.py:519: CoverageWarning: Module merlin was never imported. (module-not-imported)

self.warn(f"Module {pkg} was never imported.", slug="module-not-imported")

/usr/local/lib/python3.8/dist-packages/coverage/control.py:794: CoverageWarning: No data was collected. (no-data-collected)

self._warn("No data was collected.", slug="no-data-collected")

ERROR: InvocationError for command /var/jenkins_home/workspace/merlin_merlin/merlin/.tox/test-gpu/bin/python -m pytest --cov-report term --cov merlin -rxs tests/unit (exited with code 1)

___________________________________ summary ____________________________________

ERROR:   test-gpu: commands failed

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/Merlin/issues/$ghprbPullId/comments" "/var/jenkins_home/jobs/$JOB_NAME/builds/$BUILD_NUMBER/log"

[merlin_merlin] $ /bin/bash /tmp/jenkins7575421895179195976.sh

[nvidia-merlin-bot]

Click to view CI Results

GitHub pull request #626 of commit 84768310e857d119b6a28d1c9d9e15b7b1caf1aa, no merge conflicts.
Running as SYSTEM
Setting status of 84768310e857d119b6a28d1c9d9e15b7b1caf1aa to PENDING with url https://10.20.13.93:8080/job/merlin_merlin/457/console and message: 'Pending'
Using context: Jenkins
Building on master in workspace /var/jenkins_home/workspace/merlin_merlin
using credential systems-login
 > git rev-parse --is-inside-work-tree # timeout=10
Fetching changes from the remote Git repository
 > git config remote.origin.url https://github.com/NVIDIA-Merlin/Merlin # timeout=10
Fetching upstream changes from https://github.com/NVIDIA-Merlin/Merlin
 > git --version # timeout=10
using GIT_ASKPASS to set credentials login for merlin-systems
 > git fetch --tags --force --progress -- https://github.com/NVIDIA-Merlin/Merlin +refs/pull/626/*:refs/remotes/origin/pr/626/* # timeout=10
 > git rev-parse 84768310e857d119b6a28d1c9d9e15b7b1caf1aa^{commit} # timeout=10
Checking out Revision 84768310e857d119b6a28d1c9d9e15b7b1caf1aa (detached)
 > git config core.sparsecheckout # timeout=10
 > git checkout -f 84768310e857d119b6a28d1c9d9e15b7b1caf1aa # timeout=10
Commit message: "Address virtual review comments"
 > git rev-list --no-walk a203db282faddc343c746786577c1f5d856d8fc3 # timeout=10
[merlin_merlin] $ /bin/bash /tmp/jenkins4130409617110065879.sh
GLOB sdist-make: /var/jenkins_home/workspace/merlin_merlin/merlin/setup.py
test-gpu inst-nodeps: /var/jenkins_home/workspace/merlin_merlin/merlin/.tox/.tmp/package/1/merlin-0.0.1.zip
WARNING: Discarding $PYTHONPATH from environment, to override specify PYTHONPATH in 'passenv' in your configuration.
test-gpu installed: absl-py==1.2.0,alabaster==0.7.12,anyio==3.6.1,argon2-cffi==21.3.0,argon2-cffi-bindings==21.2.0,astroid==2.5.6,asttokens==2.0.7,astunparse==1.6.3,asv==0.5.1,asvdb==0.4.2,attrs==22.1.0,awscli==1.25.73,Babel==2.10.3,backcall==0.2.0,beautifulsoup4==4.11.1,betterproto==1.2.5,black==22.6.0,bleach==5.0.1,boto3==1.24.51,botocore==1.27.72,Brotli==1.0.9,cachetools==5.2.0,certifi==2019.11.28,cffi==1.15.1,chardet==3.0.4,clang==5.0,click==8.1.3,cloudpickle==2.1.0,colorama==0.4.4,coverage==6.4.4,cuda-python==11.7.1,cudf==22.4.0,cupy-cuda116==10.6.0,cycler==0.11.0,Cython==0.29.32,dask==2022.1.1,dask-cuda==22.4.0,dask-cudf==22.4.0,dbus-python==1.2.16,debugpy==1.6.2,decorator==5.1.1,defusedxml==0.7.1,dill==0.3.5.1,distlib==0.3.6,distributed==2022.3.0,distro==1.7.0,dm-tree==0.1.7,docker-pycreds==0.4.0,docutils==0.16,emoji==1.7.0,entrypoints==0.4,execnet==1.9.0,executing==0.10.0,faiss-gpu==1.7.2,fastai==2.7.9,fastapi==0.82.0,fastavro==1.6.0,fastcore==1.5.24,fastdownload==0.0.7,fastjsonschema==2.16.1,fastprogress==1.0.3,fastrlock==0.8,feast==0.19.4,fiddle==0.2.0,filelock==3.8.0,flatbuffers==1.12,fonttools==4.37.1,fsspec==2022.5.0,gast==0.4.0,gevent==21.12.0,geventhttpclient==2.0,gitdb==4.0.9,GitPython==3.1.27,google==3.0.0,google-api-core==2.10.0,google-auth==2.11.0,google-auth-oauthlib==0.4.6,google-pasta==0.2.0,googleapis-common-protos==1.52.0,graphviz==0.20.1,greenlet==1.1.2,grpcio==1.41.0,grpcio-channelz==1.47.0,grpcio-reflection==1.48.1,grpclib==0.4.3,h11==0.13.0,h2==4.1.0,h5py==3.7.0,HeapDict==1.0.1,hpack==4.0.0,httptools==0.4.0,hugectr2onnx==0.0.0,huggingface-hub==0.8.1,hyperframe==6.0.1,idna==2.8,imagesize==1.4.1,implicit==0.6.0,importlib-metadata==4.12.0,importlib-resources==5.9.0,iniconfig==1.1.1,ipykernel==6.15.1,ipython==8.4.0,ipython-genutils==0.2.0,ipywidgets==7.7.0,jedi==0.18.1,Jinja2==3.1.2,jmespath==1.0.1,joblib==1.1.0,json5==0.9.9,jsonschema==4.9.1,jupyter-cache==0.4.3,jupyter-client==7.3.4,jupyter-core==4.11.1,jupyter-server==1.18.1,jupyter-server-mathjax==0.2.5,jupyter-sphinx==0.3.2,jupyterlab==3.4.5,jupyterlab-pygments==0.2.2,jupyterlab-server==2.15.0,jupyterlab-widgets==1.1.0,keras==2.9.0,Keras-Preprocessing==1.1.2,kiwisolver==1.4.4,lazy-object-proxy==1.7.1,libclang==14.0.6,lightfm==1.16,lightgbm==3.3.2,linkify-it-py==1.0.3,llvmlite==0.39.0,locket==1.0.0,lxml==4.9.1,Markdown==3.4.1,markdown-it-py==1.1.0,MarkupSafe==2.1.1,matplotlib==3.5.3,matplotlib-inline==0.1.3,mdit-py-plugins==0.2.8,merlin==0.0.1,merlin-core==0+untagged.112.gfbfcaf3,merlin-models==0.6.0+45.g5a345d9c1,merlin-systems==0+untagged.105.gf89cc51,mistune==0.8.4,mmh3==3.0.0,mpi4py==3.1.3,msgpack==1.0.4,multidict==6.0.2,myst-nb==0.13.2,myst-parser==0.15.2,natsort==8.1.0,nbclassic==0.4.3,nbclient==0.6.6,nbconvert==6.5.3,nbdime==3.1.1,nbformat==5.4.0,nest-asyncio==1.5.5,notebook==6.4.12,notebook-shim==0.1.0,numba==0.56.0,numpy==1.21.5,nvidia-pyindex==1.0.9,# Editable install with no version control (nvtabular==1.3.3+15.g16e4e34e9),-e /usr/local/lib/python3.8/dist-packages,nvtx==0.2.5,oauthlib==3.2.0,onnx==1.12.0,onnxruntime==1.11.1,opt-einsum==3.3.0,packaging==21.3,pandas==1.3.5,pandavro==1.5.2,pandocfilters==1.5.0,parso==0.8.3,partd==1.3.0,pathtools==0.1.2,pexpect==4.8.0,pickleshare==0.7.5,Pillow==9.2.0,pkgutil_resolve_name==1.3.10,platformdirs==2.5.2,pluggy==1.0.0,prometheus-client==0.14.1,promise==2.3,prompt-toolkit==3.0.30,proto-plus==1.19.6,protobuf==3.19.4,psutil==5.9.1,ptyprocess==0.7.0,pure-eval==0.2.2,py==1.11.0,pyarrow==6.0.0,pyasn1==0.4.8,pyasn1-modules==0.2.8,pybind11==2.10.0,pycparser==2.21,pydantic==1.10.2,pydot==1.4.2,Pygments==2.12.0,PyGObject==3.36.0,pynvml==11.4.1,pyparsing==3.0.9,pyrsistent==0.18.1,pytest==7.1.2,pytest-cov==3.0.0,pytest-forked==1.4.0,pytest-xdist==2.5.0,python-apt==2.0.0+ubuntu0.20.4.7,python-dateutil==2.8.2,python-dotenv==0.21.0,python-rapidjson==1.8,pytz==2022.2.1,PyYAML==5.4.1,pyzmq==23.2.1,regex==2022.7.25,requests==2.22.0,requests-oauthlib==1.3.1,requests-unixsocket==0.2.0,rmm==21.12.0,rsa==4.7.2,s3fs==2022.2.0,s3transfer==0.6.0,sacremoses==0.0.53,scikit-build==0.15.0,scikit-learn==1.1.2,scipy==1.9.0,seedir==0.3.0,Send2Trash==1.8.0,sentry-sdk==1.9.4,setproctitle==1.3.2,setuptools-scm==7.0.5,shortuuid==1.0.9,six==1.15.0,sklearn==0.0,smmap==5.0.0,sniffio==1.2.0,snowballstemmer==2.2.0,sortedcontainers==2.4.0,soupsieve==2.3.2.post1,Sphinx==5.1.1,sphinx-multiversion==0.2.4,sphinx-togglebutton==0.3.1,sphinx_external_toc==0.3.0,sphinxcontrib-applehelp==1.0.2,sphinxcontrib-copydirs @ git+https://github.com/mikemckiernan/sphinxcontrib-copydirs.git@bd8c5d79b3f91cf5f1bb0d6995aeca3fe84b670e,sphinxcontrib-devhelp==1.0.2,sphinxcontrib-htmlhelp==2.0.0,sphinxcontrib-jsmath==1.0.1,sphinxcontrib-qthelp==1.0.3,sphinxcontrib-serializinghtml==1.1.5,SQLAlchemy==1.4.36,stack-data==0.4.0,starlette==0.19.1,stringcase==1.2.0,supervisor==4.1.0,tabulate==0.8.10,tblib==1.7.0,tdqm==0.0.1,tenacity==8.0.1,tensorboard==2.9.1,tensorboard-data-server==0.6.1,tensorboard-plugin-wit==1.8.1,tensorflow==2.6.2,tensorflow-estimator==2.9.0,tensorflow-gpu==2.9.2,tensorflow-io-gcs-filesystem==0.26.0,tensorflow-metadata==1.9.0,termcolor==1.1.0,terminado==0.15.0,testbook==0.4.2,threadpoolctl==3.1.0,tinycss2==1.1.1,tokenizers==0.10.3,toml==0.10.2,tomli==2.0.1,toolz==0.12.0,torch==1.12.1+cu113,torchmetrics==0.3.2,tornado==6.2,tox==3.25.1,tqdm==4.64.0,traitlets==5.3.0,transformers==4.12.0,transformers4rec==0.1.11+10.g21a2a836a,treelite==2.3.0,treelite-runtime==2.3.0,tritonclient==2.22.0,typing_extensions==4.3.0,uc-micro-py==1.0.1,urllib3==1.26.11,uvicorn==0.18.3,uvloop==0.16.0,versioneer==0.20,virtualenv==20.16.4,wandb==0.13.1,watchfiles==0.16.1,wcwidth==0.2.5,webencodings==0.5.1,websocket-client==1.3.3,websockets==10.3,Werkzeug==2.2.2,widgetsnbextension==3.6.0,wrapt==1.12.1,xgboost==1.6.1,zict==2.2.0,zipp==3.8.1,zope.event==4.5.0,zope.interface==5.4.0
test-gpu run-test-pre: PYTHONHASHSEED='2239986358'
test-gpu run-test: commands[0] | python -m pip install --upgrade git+https://github.com/NVIDIA-Merlin/systems.git
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Collecting git+https://github.com/NVIDIA-Merlin/systems.git
  Cloning https://github.com/NVIDIA-Merlin/systems.git to /tmp/pip-req-build-82jkoo80
  Running command git clone --filter=blob:none --quiet https://github.com/NVIDIA-Merlin/systems.git /tmp/pip-req-build-82jkoo80
  Resolved https://github.com/NVIDIA-Merlin/systems.git to commit 15074adf11bcc9bb9da375ec40ab4e431f1c93e9
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): finished with status 'done'
Requirement already satisfied: nvtabular>=1.0.0 in ./.tox/test-gpu/lib/python3.8/site-packages (from merlin-systems==0.5.0+4.g15074ad) (1.4.0+8.g95e12d34)
Requirement already satisfied: merlin-core>=0.2.0 in ./.tox/test-gpu/lib/python3.8/site-packages (from merlin-systems==0.5.0+4.g15074ad) (0.6.0+1.g5926fcf)
Requirement already satisfied: betterproto<2.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.2.5)
Requirement already satisfied: dask>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2022.3.0)
Requirement already satisfied: protobuf>=3.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (3.19.4)
Requirement already satisfied: tensorflow-metadata>=1.2.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.9.0)
Requirement already satisfied: fsspec==2022.5.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2022.5.0)
Requirement already satisfied: pyarrow>=5.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (6.0.0)
Requirement already satisfied: packaging in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (21.3)
Requirement already satisfied: numba>=0.54 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (0.55.1)
Requirement already satisfied: distributed>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2022.3.0)
Requirement already satisfied: pandas<1.4.0dev0,>=1.2.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.3.5)
Requirement already satisfied: tqdm>=4.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (4.64.0)
Requirement already satisfied: scipy in /usr/local/lib/python3.8/dist-packages (from nvtabular>=1.0.0->merlin-systems==0.5.0+4.g15074ad) (1.9.0)
Requirement already satisfied: grpclib in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (0.4.3)
Requirement already satisfied: stringcase in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.2.0)
Requirement already satisfied: cloudpickle>=1.1.1 in /usr/local/lib/python3.8/dist-packages (from dask>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2.1.0)
Requirement already satisfied: partd>=0.3.10 in /var/jenkins_home/.local/lib/python3.8/site-packages/partd-1.2.0-py3.8.egg (from dask>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.2.0)
Requirement already satisfied: toolz>=0.8.2 in /usr/local/lib/python3.8/dist-packages (from dask>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (0.12.0)
Requirement already satisfied: pyyaml>=5.3.1 in /var/jenkins_home/.local/lib/python3.8/site-packages/PyYAML-5.4.1-py3.8-linux-x86_64.egg (from dask>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (5.4.1)
Requirement already satisfied: zict>=0.1.3 in /var/jenkins_home/.local/lib/python3.8/site-packages/zict-2.0.0-py3.8.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2.0.0)
Requirement already satisfied: psutil>=5.0 in /var/jenkins_home/.local/lib/python3.8/site-packages/psutil-5.8.0-py3.8-linux-x86_64.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (5.8.0)
Requirement already satisfied: tornado>=6.0.3 in /var/jenkins_home/.local/lib/python3.8/site-packages/tornado-6.1-py3.8-linux-x86_64.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (6.1)
Requirement already satisfied: sortedcontainers!=2.0.0,!=2.0.1 in /var/jenkins_home/.local/lib/python3.8/site-packages/sortedcontainers-2.4.0-py3.8.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2.4.0)
Requirement already satisfied: click>=6.6 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (8.1.3)
Requirement already satisfied: jinja2 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (3.1.2)
Requirement already satisfied: msgpack>=0.6.0 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.0.4)
Requirement already satisfied: tblib>=1.6.0 in /var/jenkins_home/.local/lib/python3.8/site-packages/tblib-1.7.0-py3.8.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.7.0)
Requirement already satisfied: llvmlite<0.39,>=0.38.0rc1 in ./.tox/test-gpu/lib/python3.8/site-packages (from numba>=0.54->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (0.38.1)
Requirement already satisfied: numpy<1.22,>=1.18 in /var/jenkins_home/.local/lib/python3.8/site-packages (from numba>=0.54->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.20.3)
Requirement already satisfied: setuptools in ./.tox/test-gpu/lib/python3.8/site-packages (from numba>=0.54->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (65.3.0)
Requirement already satisfied: pyparsing!=3.0.5,>=2.0.2 in /usr/local/lib/python3.8/dist-packages (from packaging->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (3.0.9)
Requirement already satisfied: pytz>=2017.3 in /usr/local/lib/python3.8/dist-packages (from pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2022.2.1)
Requirement already satisfied: python-dateutil>=2.7.3 in /usr/local/lib/python3.8/dist-packages (from pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2.8.2)
Requirement already satisfied: absl-py<2.0.0,>=0.9 in /usr/local/lib/python3.8/dist-packages (from tensorflow-metadata>=1.2.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.2.0)
Requirement already satisfied: googleapis-common-protos<2,>=1.52.0 in /usr/local/lib/python3.8/dist-packages (from tensorflow-metadata>=1.2.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.52.0)
Requirement already satisfied: locket in /var/jenkins_home/.local/lib/python3.8/site-packages/locket-0.2.1-py3.8.egg (from partd>=0.3.10->dask>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (0.2.1)
Requirement already satisfied: six>=1.5 in /var/jenkins_home/.local/lib/python3.8/site-packages (from python-dateutil>=2.7.3->pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.15.0)
Requirement already satisfied: heapdict in /var/jenkins_home/.local/lib/python3.8/site-packages/HeapDict-1.0.1-py3.8.egg (from zict>=0.1.3->distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.0.1)
Requirement already satisfied: multidict in /usr/local/lib/python3.8/dist-packages (from grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (6.0.2)
Requirement already satisfied: h2<5,>=3.1.0 in /usr/local/lib/python3.8/dist-packages (from grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (4.1.0)
Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.8/dist-packages (from jinja2->distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2.1.1)
Requirement already satisfied: hyperframe<7,>=6.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (6.0.1)
Requirement already satisfied: hpack<5,>=4.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (4.0.0)
test-gpu run-test: commands[1] | python -m pip install --upgrade git+https://github.com/NVIDIA-Merlin/models.git
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Collecting git+https://github.com/NVIDIA-Merlin/models.git
  Cloning https://github.com/NVIDIA-Merlin/models.git to /tmp/pip-req-build-qvdoqxq0
  Running command git clone --filter=blob:none --quiet https://github.com/NVIDIA-Merlin/models.git /tmp/pip-req-build-qvdoqxq0
  Resolved https://github.com/NVIDIA-Merlin/models.git to commit a00b40ba368fab17577c582a233f711c6285e6fb
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): finished with status 'done'
Requirement already satisfied: merlin-core>=0.2.0 in ./.tox/test-gpu/lib/python3.8/site-packages (from merlin-models==0.7.0+6.ga00b40ba) (0.6.0+1.g5926fcf)
Requirement already satisfied: betterproto<2.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (1.2.5)
Requirement already satisfied: dask>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (2022.3.0)
Requirement already satisfied: protobuf>=3.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (3.19.4)
Requirement already satisfied: tensorflow-metadata>=1.2.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (1.9.0)
Requirement already satisfied: fsspec==2022.5.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (2022.5.0)
Requirement already satisfied: pyarrow>=5.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (6.0.0)
Requirement already satisfied: packaging in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (21.3)
Requirement already satisfied: numba>=0.54 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (0.55.1)
Requirement already satisfied: distributed>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (2022.3.0)
Requirement already satisfied: pandas<1.4.0dev0,>=1.2.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (1.3.5)
Requirement already satisfied: tqdm>=4.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (4.64.0)
Requirement already satisfied: grpclib in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (0.4.3)
Requirement already satisfied: stringcase in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (1.2.0)
Requirement already satisfied: cloudpickle>=1.1.1 in /usr/local/lib/python3.8/dist-packages (from dask>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (2.1.0)
Requirement already satisfied: partd>=0.3.10 in /var/jenkins_home/.local/lib/python3.8/site-packages/partd-1.2.0-py3.8.egg (from dask>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (1.2.0)
Requirement already satisfied: toolz>=0.8.2 in /usr/local/lib/python3.8/dist-packages (from dask>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (0.12.0)
Requirement already satisfied: pyyaml>=5.3.1 in /var/jenkins_home/.local/lib/python3.8/site-packages/PyYAML-5.4.1-py3.8-linux-x86_64.egg (from dask>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (5.4.1)
Requirement already satisfied: zict>=0.1.3 in /var/jenkins_home/.local/lib/python3.8/site-packages/zict-2.0.0-py3.8.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (2.0.0)
Requirement already satisfied: psutil>=5.0 in /var/jenkins_home/.local/lib/python3.8/site-packages/psutil-5.8.0-py3.8-linux-x86_64.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (5.8.0)
Requirement already satisfied: tornado>=6.0.3 in /var/jenkins_home/.local/lib/python3.8/site-packages/tornado-6.1-py3.8-linux-x86_64.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (6.1)
Requirement already satisfied: sortedcontainers!=2.0.0,!=2.0.1 in /var/jenkins_home/.local/lib/python3.8/site-packages/sortedcontainers-2.4.0-py3.8.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (2.4.0)
Requirement already satisfied: click>=6.6 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (8.1.3)
Requirement already satisfied: jinja2 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (3.1.2)
Requirement already satisfied: msgpack>=0.6.0 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (1.0.4)
Requirement already satisfied: tblib>=1.6.0 in /var/jenkins_home/.local/lib/python3.8/site-packages/tblib-1.7.0-py3.8.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (1.7.0)
Requirement already satisfied: llvmlite<0.39,>=0.38.0rc1 in ./.tox/test-gpu/lib/python3.8/site-packages (from numba>=0.54->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (0.38.1)
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Requirement already satisfied: pytz>=2017.3 in /usr/local/lib/python3.8/dist-packages (from pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (2022.2.1)
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Requirement already satisfied: six>=1.5 in /var/jenkins_home/.local/lib/python3.8/site-packages (from python-dateutil>=2.7.3->pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (1.15.0)
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Requirement already satisfied: h2<5,>=3.1.0 in /usr/local/lib/python3.8/dist-packages (from grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (4.1.0)
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Requirement already satisfied: hpack<5,>=4.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (4.0.0)
test-gpu run-test: commands[2] | python -m pip install --upgrade git+https://github.com/NVIDIA-Merlin/NVTabular.git
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Collecting git+https://github.com/NVIDIA-Merlin/NVTabular.git
  Cloning https://github.com/NVIDIA-Merlin/NVTabular.git to /tmp/pip-req-build-8nlu3msg
  Running command git clone --filter=blob:none --quiet https://github.com/NVIDIA-Merlin/NVTabular.git /tmp/pip-req-build-8nlu3msg
  Resolved https://github.com/NVIDIA-Merlin/NVTabular.git to commit 95e12d34728eb74c107780906635955144d8c90b
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): finished with status 'done'
Requirement already satisfied: scipy in /usr/local/lib/python3.8/dist-packages (from nvtabular==1.4.0+8.g95e12d34) (1.9.0)
Requirement already satisfied: merlin-core>=0.2.0 in ./.tox/test-gpu/lib/python3.8/site-packages (from nvtabular==1.4.0+8.g95e12d34) (0.6.0+1.g5926fcf)
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Requirement already satisfied: pyarrow>=5.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (6.0.0)
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Requirement already satisfied: distributed>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (2022.3.0)
Requirement already satisfied: pandas<1.4.0dev0,>=1.2.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.3.5)
Requirement already satisfied: tqdm>=4.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (4.64.0)
Requirement already satisfied: numpy<1.25.0,>=1.18.5 in /var/jenkins_home/.local/lib/python3.8/site-packages (from scipy->nvtabular==1.4.0+8.g95e12d34) (1.20.3)
Requirement already satisfied: grpclib in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (0.4.3)
Requirement already satisfied: stringcase in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.2.0)
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Requirement already satisfied: partd>=0.3.10 in /var/jenkins_home/.local/lib/python3.8/site-packages/partd-1.2.0-py3.8.egg (from dask>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.2.0)
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Requirement already satisfied: pyyaml>=5.3.1 in /var/jenkins_home/.local/lib/python3.8/site-packages/PyYAML-5.4.1-py3.8-linux-x86_64.egg (from dask>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (5.4.1)
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Requirement already satisfied: psutil>=5.0 in /var/jenkins_home/.local/lib/python3.8/site-packages/psutil-5.8.0-py3.8-linux-x86_64.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (5.8.0)
Requirement already satisfied: tornado>=6.0.3 in /var/jenkins_home/.local/lib/python3.8/site-packages/tornado-6.1-py3.8-linux-x86_64.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (6.1)
Requirement already satisfied: sortedcontainers!=2.0.0,!=2.0.1 in /var/jenkins_home/.local/lib/python3.8/site-packages/sortedcontainers-2.4.0-py3.8.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (2.4.0)
Requirement already satisfied: click>=6.6 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (8.1.3)
Requirement already satisfied: jinja2 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (3.1.2)
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Requirement already satisfied: tblib>=1.6.0 in /var/jenkins_home/.local/lib/python3.8/site-packages/tblib-1.7.0-py3.8.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.7.0)
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Requirement already satisfied: setuptools in ./.tox/test-gpu/lib/python3.8/site-packages (from numba>=0.54->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (65.3.0)
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Requirement already satisfied: pytz>=2017.3 in /usr/local/lib/python3.8/dist-packages (from pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (2022.2.1)
Requirement already satisfied: python-dateutil>=2.7.3 in /usr/local/lib/python3.8/dist-packages (from pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (2.8.2)
Requirement already satisfied: absl-py<2.0.0,>=0.9 in /usr/local/lib/python3.8/dist-packages (from tensorflow-metadata>=1.2.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.2.0)
Requirement already satisfied: googleapis-common-protos<2,>=1.52.0 in /usr/local/lib/python3.8/dist-packages (from tensorflow-metadata>=1.2.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.52.0)
Requirement already satisfied: locket in /var/jenkins_home/.local/lib/python3.8/site-packages/locket-0.2.1-py3.8.egg (from partd>=0.3.10->dask>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (0.2.1)
Requirement already satisfied: six>=1.5 in /var/jenkins_home/.local/lib/python3.8/site-packages (from python-dateutil>=2.7.3->pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.15.0)
Requirement already satisfied: heapdict in /var/jenkins_home/.local/lib/python3.8/site-packages/HeapDict-1.0.1-py3.8.egg (from zict>=0.1.3->distributed>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.0.1)
Requirement already satisfied: multidict in /usr/local/lib/python3.8/dist-packages (from grpclib->betterproto<2.0.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (6.0.2)
Requirement already satisfied: h2<5,>=3.1.0 in /usr/local/lib/python3.8/dist-packages (from grpclib->betterproto<2.0.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (4.1.0)
Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.8/dist-packages (from jinja2->distributed>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (2.1.1)
Requirement already satisfied: hyperframe<7,>=6.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (6.0.1)
Requirement already satisfied: hpack<5,>=4.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (4.0.0)
test-gpu run-test: commands[3] | python -m pip install --upgrade git+https://github.com/NVIDIA-Merlin/core.git
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Collecting git+https://github.com/NVIDIA-Merlin/core.git
  Cloning https://github.com/NVIDIA-Merlin/core.git to /tmp/pip-req-build-5pv9p3jc
  Running command git clone --filter=blob:none --quiet https://github.com/NVIDIA-Merlin/core.git /tmp/pip-req-build-5pv9p3jc
  Resolved https://github.com/NVIDIA-Merlin/core.git to commit 5926fcfc0776c112680cbca28553c15211c2fda7
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): finished with status 'done'
Requirement already satisfied: betterproto<2.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core==0.6.0+1.g5926fcf) (1.2.5)
Requirement already satisfied: dask>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core==0.6.0+1.g5926fcf) (2022.3.0)
Requirement already satisfied: protobuf>=3.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core==0.6.0+1.g5926fcf) (3.19.4)
Requirement already satisfied: tensorflow-metadata>=1.2.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core==0.6.0+1.g5926fcf) (1.9.0)
Requirement already satisfied: fsspec==2022.5.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core==0.6.0+1.g5926fcf) (2022.5.0)
Requirement already satisfied: pyarrow>=5.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core==0.6.0+1.g5926fcf) (6.0.0)
Requirement already satisfied: packaging in /usr/local/lib/python3.8/dist-packages (from merlin-core==0.6.0+1.g5926fcf) (21.3)
Requirement already satisfied: numba>=0.54 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core==0.6.0+1.g5926fcf) (0.55.1)
Requirement already satisfied: distributed>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core==0.6.0+1.g5926fcf) (2022.3.0)
Requirement already satisfied: pandas<1.4.0dev0,>=1.2.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core==0.6.0+1.g5926fcf) (1.3.5)
Requirement already satisfied: tqdm>=4.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core==0.6.0+1.g5926fcf) (4.64.0)
Requirement already satisfied: grpclib in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core==0.6.0+1.g5926fcf) (0.4.3)
Requirement already satisfied: stringcase in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core==0.6.0+1.g5926fcf) (1.2.0)
Requirement already satisfied: cloudpickle>=1.1.1 in /usr/local/lib/python3.8/dist-packages (from dask>=2022.3.0->merlin-core==0.6.0+1.g5926fcf) (2.1.0)
Requirement already satisfied: partd>=0.3.10 in /var/jenkins_home/.local/lib/python3.8/site-packages/partd-1.2.0-py3.8.egg (from dask>=2022.3.0->merlin-core==0.6.0+1.g5926fcf) (1.2.0)
Requirement already satisfied: toolz>=0.8.2 in /usr/local/lib/python3.8/dist-packages (from dask>=2022.3.0->merlin-core==0.6.0+1.g5926fcf) (0.12.0)
Requirement already satisfied: pyyaml>=5.3.1 in /var/jenkins_home/.local/lib/python3.8/site-packages/PyYAML-5.4.1-py3.8-linux-x86_64.egg (from dask>=2022.3.0->merlin-core==0.6.0+1.g5926fcf) (5.4.1)
Requirement already satisfied: zict>=0.1.3 in /var/jenkins_home/.local/lib/python3.8/site-packages/zict-2.0.0-py3.8.egg (from distributed>=2022.3.0->merlin-core==0.6.0+1.g5926fcf) (2.0.0)
Requirement already satisfied: psutil>=5.0 in /var/jenkins_home/.local/lib/python3.8/site-packages/psutil-5.8.0-py3.8-linux-x86_64.egg (from distributed>=2022.3.0->merlin-core==0.6.0+1.g5926fcf) (5.8.0)
Requirement already satisfied: tornado>=6.0.3 in /var/jenkins_home/.local/lib/python3.8/site-packages/tornado-6.1-py3.8-linux-x86_64.egg (from distributed>=2022.3.0->merlin-core==0.6.0+1.g5926fcf) (6.1)
Requirement already satisfied: sortedcontainers!=2.0.0,!=2.0.1 in /var/jenkins_home/.local/lib/python3.8/site-packages/sortedcontainers-2.4.0-py3.8.egg (from distributed>=2022.3.0->merlin-core==0.6.0+1.g5926fcf) (2.4.0)
Requirement already satisfied: click>=6.6 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core==0.6.0+1.g5926fcf) (8.1.3)
Requirement already satisfied: jinja2 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core==0.6.0+1.g5926fcf) (3.1.2)
Requirement already satisfied: msgpack>=0.6.0 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core==0.6.0+1.g5926fcf) (1.0.4)
Requirement already satisfied: tblib>=1.6.0 in /var/jenkins_home/.local/lib/python3.8/site-packages/tblib-1.7.0-py3.8.egg (from distributed>=2022.3.0->merlin-core==0.6.0+1.g5926fcf) (1.7.0)
Requirement already satisfied: llvmlite<0.39,>=0.38.0rc1 in ./.tox/test-gpu/lib/python3.8/site-packages (from numba>=0.54->merlin-core==0.6.0+1.g5926fcf) (0.38.1)
Requirement already satisfied: numpy<1.22,>=1.18 in /var/jenkins_home/.local/lib/python3.8/site-packages (from numba>=0.54->merlin-core==0.6.0+1.g5926fcf) (1.20.3)
Requirement already satisfied: setuptools in ./.tox/test-gpu/lib/python3.8/site-packages (from numba>=0.54->merlin-core==0.6.0+1.g5926fcf) (65.3.0)
Requirement already satisfied: pyparsing!=3.0.5,>=2.0.2 in /usr/local/lib/python3.8/dist-packages (from packaging->merlin-core==0.6.0+1.g5926fcf) (3.0.9)
Requirement already satisfied: pytz>=2017.3 in /usr/local/lib/python3.8/dist-packages (from pandas<1.4.0dev0,>=1.2.0->merlin-core==0.6.0+1.g5926fcf) (2022.2.1)
Requirement already satisfied: python-dateutil>=2.7.3 in /usr/local/lib/python3.8/dist-packages (from pandas<1.4.0dev0,>=1.2.0->merlin-core==0.6.0+1.g5926fcf) (2.8.2)
Requirement already satisfied: absl-py<2.0.0,>=0.9 in /usr/local/lib/python3.8/dist-packages (from tensorflow-metadata>=1.2.0->merlin-core==0.6.0+1.g5926fcf) (1.2.0)
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Requirement already satisfied: hyperframe<7,>=6.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core==0.6.0+1.g5926fcf) (6.0.1)
Requirement already satisfied: hpack<5,>=4.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core==0.6.0+1.g5926fcf) (4.0.0)
test-gpu run-test: commands[4] | python -m pytest --cov-report term --cov merlin -rxs tests/unit
============================= test session starts ==============================
platform linux -- Python 3.8.10, pytest-7.1.2, pluggy-1.0.0
cachedir: .tox/test-gpu/.pytest_cache
rootdir: /var/jenkins_home/workspace/merlin_merlin/merlin
plugins: anyio-3.5.0, xdist-2.5.0, forked-1.4.0, cov-3.0.0
collected 3 items
tests/unit/test_version.py .                                             [ 33%]

tests/unit/examples/test_building_deploying_multi_stage_RecSys.py s      [ 66%]

tests/unit/examples/test_scaling_criteo_merlin_models.py F               [100%]
=================================== FAILURES ===================================

__________________________________ test_func ___________________________________
self = <testbook.client.TestbookNotebookClient object at 0x7fb392cb7d90>

cell = [31], kwargs = {}, cell_indexes = [31], executed_cells = [], idx = 31
def execute_cell(self, cell, **kwargs) -> Union[Dict, List[Dict]]:
    """
    Executes a cell or list of cells
    """
    if isinstance(cell, slice):
        start, stop = self._cell_index(cell.start), self._cell_index(cell.stop)
        if cell.step is not None:
            raise TestbookError('testbook does not support step argument')

        cell = range(start, stop + 1)
    elif isinstance(cell, str) or isinstance(cell, int):
        cell = [cell]

    cell_indexes = cell

    if all(isinstance(x, str) for x in cell):
        cell_indexes = [self._cell_index(tag) for tag in cell]

    executed_cells = []
    for idx in cell_indexes:
        try:


          cell = super().execute_cell(self.nb['cells'][idx], idx, **kwargs)


../../../.local/lib/python3.8/site-packages/testbook/client.py:133:

args = (<testbook.client.TestbookNotebookClient object at 0x7fb392cb7d90>, {'id': '3b6ae7ed', 'cell_type': 'code', 'metadata'...[38;5;241m.\x1b[39mis_server_ready()\n', '\x1b[0;31mRuntimeError\x1b[0m: Tritonserver failed to start (ret=1)']}]}, 31)

kwargs = {}
def wrapped(*args, **kwargs):


  return just_run(coro(*args, **kwargs))


../../../.local/lib/python3.8/site-packages/nbclient/util.py:84:

coro = <coroutine object NotebookClient.async_execute_cell at 0x7fb393511340>
def just_run(coro: Awaitable) -> Any:
    """Make the coroutine run, even if there is an event loop running (using nest_asyncio)"""
    # original from vaex/asyncio.py
    loop = asyncio._get_running_loop()
    if loop is None:
        had_running_loop = False
        try:
            loop = asyncio.get_event_loop()
        except RuntimeError:
            # we can still get 'There is no current event loop in ...'
            loop = asyncio.new_event_loop()
            asyncio.set_event_loop(loop)
    else:
        had_running_loop = True
    if had_running_loop:
        # if there is a running loop, we patch using nest_asyncio
        # to have reentrant event loops
        check_ipython()
        import nest_asyncio

        nest_asyncio.apply()
        check_patch_tornado()


  return loop.run_until_complete(coro)


../../../.local/lib/python3.8/site-packages/nbclient/util.py:62:

self = <_UnixSelectorEventLoop running=False closed=False debug=False>

future = <Task finished name='Task-228' coro=<NotebookClient.async_execute_cell() done, defined at /var/jenkins_home/.local/lib...0;31mRuntimeError\x1b[0m: Tritonserver failed to start (ret=1)\nRuntimeError: Tritonserver failed to start (ret=1)\n')>
def run_until_complete(self, future):
    """Run until the Future is done.

    If the argument is a coroutine, it is wrapped in a Task.

    WARNING: It would be disastrous to call run_until_complete()
    with the same coroutine twice -- it would wrap it in two
    different Tasks and that can't be good.

    Return the Future's result, or raise its exception.
    """
    self._check_closed()
    self._check_running()

    new_task = not futures.isfuture(future)
    future = tasks.ensure_future(future, loop=self)
    if new_task:
        # An exception is raised if the future didn't complete, so there
        # is no need to log the "destroy pending task" message
        future._log_destroy_pending = False

    future.add_done_callback(_run_until_complete_cb)
    try:
        self.run_forever()
    except:
        if new_task and future.done() and not future.cancelled():
            # The coroutine raised a BaseException. Consume the exception
            # to not log a warning, the caller doesn't have access to the
            # local task.
            future.exception()
        raise
    finally:
        future.remove_done_callback(_run_until_complete_cb)
    if not future.done():
        raise RuntimeError('Event loop stopped before Future completed.')


  return future.result()


/usr/lib/python3.8/asyncio/base_events.py:616:

self = <testbook.client.TestbookNotebookClient object at 0x7fb392cb7d90>

cell = {'id': '3b6ae7ed', 'cell_type': 'code', 'metadata': {'execution': {'iopub.status.busy': '2022-09-19T20:57:29.615106Z',...t\x1b[38;5;241m.\x1b[39mis_server_ready()\n', '\x1b[0;31mRuntimeError\x1b[0m: Tritonserver failed to start (ret=1)']}]}

cell_index = 31, execution_count = None, store_history = True
async def async_execute_cell(
    self,
    cell: NotebookNode,
    cell_index: int,
    execution_count: t.Optional[int] = None,
    store_history: bool = True,
) -> NotebookNode:
    """
    Executes a single code cell.

    To execute all cells see :meth:`execute`.

    Parameters
    ----------
    cell : nbformat.NotebookNode
        The cell which is currently being processed.
    cell_index : int
        The position of the cell within the notebook object.
    execution_count : int
        The execution count to be assigned to the cell (default: Use kernel response)
    store_history : bool
        Determines if history should be stored in the kernel (default: False).
        Specific to ipython kernels, which can store command histories.

    Returns
    -------
    output : dict
        The execution output payload (or None for no output).

    Raises
    ------
    CellExecutionError
        If execution failed and should raise an exception, this will be raised
        with defaults about the failure.

    Returns
    -------
    cell : NotebookNode
        The cell which was just processed.
    """
    assert self.kc is not None

    await run_hook(self.on_cell_start, cell=cell, cell_index=cell_index)

    if cell.cell_type != 'code' or not cell.source.strip():
        self.log.debug("Skipping non-executing cell %s", cell_index)
        return cell

    if self.skip_cells_with_tag in cell.metadata.get("tags", []):
        self.log.debug("Skipping tagged cell %s", cell_index)
        return cell

    if self.record_timing:  # clear execution metadata prior to execution
        cell['metadata']['execution'] = {}

    self.log.debug("Executing cell:\n%s", cell.source)

    cell_allows_errors = (not self.force_raise_errors) and (
        self.allow_errors or "raises-exception" in cell.metadata.get("tags", [])
    )

    await run_hook(self.on_cell_execute, cell=cell, cell_index=cell_index)
    parent_msg_id = await ensure_async(
        self.kc.execute(
            cell.source, store_history=store_history, stop_on_error=not cell_allows_errors
        )
    )
    await run_hook(self.on_cell_complete, cell=cell, cell_index=cell_index)
    # We launched a code cell to execute
    self.code_cells_executed += 1
    exec_timeout = self._get_timeout(cell)

    cell.outputs = []
    self.clear_before_next_output = False

    task_poll_kernel_alive = asyncio.ensure_future(self._async_poll_kernel_alive())
    task_poll_output_msg = asyncio.ensure_future(
        self._async_poll_output_msg(parent_msg_id, cell, cell_index)
    )
    self.task_poll_for_reply = asyncio.ensure_future(
        self._async_poll_for_reply(
            parent_msg_id, cell, exec_timeout, task_poll_output_msg, task_poll_kernel_alive
        )
    )
    try:
        exec_reply = await self.task_poll_for_reply
    except asyncio.CancelledError:
        # can only be cancelled by task_poll_kernel_alive when the kernel is dead
        task_poll_output_msg.cancel()
        raise DeadKernelError("Kernel died")
    except Exception as e:
        # Best effort to cancel request if it hasn't been resolved
        try:
            # Check if the task_poll_output is doing the raising for us
            if not isinstance(e, CellControlSignal):
                task_poll_output_msg.cancel()
        finally:
            raise

    if execution_count:
        cell['execution_count'] = execution_count


  await self._check_raise_for_error(cell, cell_index, exec_reply)


../../../.local/lib/python3.8/site-packages/nbclient/client.py:965:

self = <testbook.client.TestbookNotebookClient object at 0x7fb392cb7d90>

cell = {'id': '3b6ae7ed', 'cell_type': 'code', 'metadata': {'execution': {'iopub.status.busy': '2022-09-19T20:57:29.615106Z',...t\x1b[38;5;241m.\x1b[39mis_server_ready()\n', '\x1b[0;31mRuntimeError\x1b[0m: Tritonserver failed to start (ret=1)']}]}

cell_index = 31

exec_reply = {'buffers': [], 'content': {'ename': 'RuntimeError', 'engine_info': {'engine_id': -1, 'engine_uuid': '95216a8f-9d3f-4d...e, 'engine': '95216a8f-9d3f-4d30-9dbc-78ffd023a928', 'started': '2022-09-19T20:57:29.615407Z', 'status': 'error'}, ...}
async def _check_raise_for_error(
    self, cell: NotebookNode, cell_index: int, exec_reply: t.Optional[t.Dict]
) -> None:

    if exec_reply is None:
        return None

    exec_reply_content = exec_reply['content']
    if exec_reply_content['status'] != 'error':
        return None

    cell_allows_errors = (not self.force_raise_errors) and (
        self.allow_errors
        or exec_reply_content.get('ename') in self.allow_error_names
        or "raises-exception" in cell.metadata.get("tags", [])
    )
    await run_hook(self.on_cell_error, cell=cell, cell_index=cell_index)
    if not cell_allows_errors:


      raise CellExecutionError.from_cell_and_msg(cell, exec_reply_content)


E           nbclient.exceptions.CellExecutionError: An error occurred while executing the following cell:

E           ------------------

E

E           import shutil

E           from merlin.systems.triton.utils import run_ensemble_on_tritonserver

E           outputs = ensemble.graph.output_schema.column_names

E           response = run_ensemble_on_tritonserver(

E               "/tmp/output/criteo/ensemble/",workflow.input_schema, batch.fillna(0),

E               outputs, "ensemble_model"

E           )

E           response = [x.tolist()[0] for x in response["label/binary_classification_task"]]

E           shutil.rmtree("/tmp/input/criteo", ignore_errors=True)

E           shutil.rmtree("/tmp/output/criteo", ignore_errors=True)

E

E           ------------------

E

E           �[0;31m---------------------------------------------------------------------------�[0m

E           �[0;31mRuntimeError�[0m                              Traceback (most recent call last)

E           Input �[0;32mIn [13]�[0m, in �[0;36m<cell line: 4>�[0;34m()�[0m

E           �[1;32m      2�[0m �[38;5;28;01mfrom�[39;00m �[38;5;21;01mmerlin�[39;00m�[38;5;21;01m.�[39;00m�[38;5;21;01msystems�[39;00m�[38;5;21;01m.�[39;00m�[38;5;21;01mtriton�[39;00m�[38;5;21;01m.�[39;00m�[38;5;21;01mutils�[39;00m �[38;5;28;01mimport�[39;00m run_ensemble_on_tritonserver

E           �[1;32m      3�[0m outputs �[38;5;241m=�[39m ensemble�[38;5;241m.�[39mgraph�[38;5;241m.�[39moutput_schema�[38;5;241m.�[39mcolumn_names

E           �[0;32m----> 4�[0m response �[38;5;241m=�[39m �[43mrun_ensemble_on_tritonserver�[49m�[43m(�[49m

E           �[1;32m      5�[0m �[43m    �[49m�[38;5;124;43m"�[39;49m�[38;5;124;43m/tmp/output/criteo/ensemble/�[39;49m�[38;5;124;43m"�[39;49m�[43m,�[49m�[43mworkflow�[49m�[38;5;241;43m.�[39;49m�[43minput_schema�[49m�[43m,�[49m�[43m �[49m�[43mbatch�[49m�[38;5;241;43m.�[39;49m�[43mfillna�[49m�[43m(�[49m�[38;5;241;43m0�[39;49m�[43m)�[49m�[43m,�[49m

E           �[1;32m      6�[0m �[43m    �[49m�[43moutputs�[49m�[43m,�[49m�[43m �[49m�[38;5;124;43m"�[39;49m�[38;5;124;43mensemble_model�[39;49m�[38;5;124;43m"�[39;49m

E           �[1;32m      7�[0m �[43m)�[49m

E           �[1;32m      8�[0m response �[38;5;241m=�[39m [x�[38;5;241m.�[39mtolist()[�[38;5;241m0�[39m] �[38;5;28;01mfor�[39;00m x �[38;5;129;01min�[39;00m response[�[38;5;124m"�[39m�[38;5;124mlabel/binary_classification_task�[39m�[38;5;124m"�[39m]]

E           �[1;32m      9�[0m shutil�[38;5;241m.�[39mrmtree(�[38;5;124m"�[39m�[38;5;124m/tmp/input/criteo�[39m�[38;5;124m"�[39m, ignore_errors�[38;5;241m=�[39m�[38;5;28;01mTrue�[39;00m)

E

E           File �[0;32m~/workspace/merlin_merlin/merlin/.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/triton/utils.py:138�[0m, in �[0;36mrun_ensemble_on_tritonserver�[0;34m(tmpdir, schema, df, output_columns, model_name)�[0m

E           �[1;32m    115�[0m �[38;5;124;03m"""Starts up a Triton server instance, loads up the ensemble model,�[39;00m

E           �[1;32m    116�[0m �[38;5;124;03mprepares the inference request and returns the unparsed inference�[39;00m

E           �[1;32m    117�[0m �[38;5;124;03mresponse.�[39;00m

E           �[0;32m   (...)�[0m

E           �[1;32m    135�[0m �[38;5;124;03m    the results of the prediction, parsed by output column name.�[39;00m

E           �[1;32m    136�[0m �[38;5;124;03m"""�[39;00m

E           �[1;32m    137�[0m response �[38;5;241m=�[39m �[38;5;28;01mNone�[39;00m

E           �[0;32m--> 138�[0m �[38;5;28;01mwith�[39;00m run_triton_server(tmpdir) �[38;5;28;01mas�[39;00m client:

E           �[1;32m    139�[0m     response �[38;5;241m=�[39m send_triton_request(

E           �[1;32m    140�[0m         schema, df, output_columns, client�[38;5;241m=�[39mclient, triton_model�[38;5;241m=�[39mmodel_name

E           �[1;32m    141�[0m     )

E           �[1;32m    143�[0m �[38;5;28;01mreturn�[39;00m response

E

E           File �[0;32m/usr/lib/python3.8/contextlib.py:113�[0m, in �[0;36m_GeneratorContextManager.__enter__�[0;34m(self)�[0m

E           �[1;32m    111�[0m �[38;5;28;01mdel�[39;00m �[38;5;28mself�[39m�[38;5;241m.�[39margs, �[38;5;28mself�[39m�[38;5;241m.�[39mkwds, �[38;5;28mself�[39m�[38;5;241m.�[39mfunc

E           �[1;32m    112�[0m �[38;5;28;01mtry�[39;00m:

E           �[0;32m--> 113�[0m     �[38;5;28;01mreturn�[39;00m �[38;5;28;43mnext�[39;49m�[43m(�[49m�[38;5;28;43mself�[39;49m�[38;5;241;43m.�[39;49m�[43mgen�[49m�[43m)�[49m

E           �[1;32m    114�[0m �[38;5;28;01mexcept�[39;00m �[38;5;167;01mStopIteration�[39;00m:

E           �[1;32m    115�[0m     �[38;5;28;01mraise�[39;00m �[38;5;167;01mRuntimeError�[39;00m(�[38;5;124m"�[39m�[38;5;124mgenerator didn�[39m�[38;5;124m'�[39m�[38;5;124mt yield�[39m�[38;5;124m"�[39m) �[38;5;28;01mfrom�[39;00m �[38;5;28mNone�[39m

E

E           File �[0;32m~/workspace/merlin_merlin/merlin/.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/triton/utils.py:81�[0m, in �[0;36mrun_triton_server�[0;34m(model_repository, grpc_host, grpc_port, backend_config)�[0m

E           �[1;32m     79�[0m �[38;5;28;01mif�[39;00m process�[38;5;241m.�[39mpoll() �[38;5;129;01mis�[39;00m �[38;5;129;01mnot�[39;00m �[38;5;28;01mNone�[39;00m:

E           �[1;32m     80�[0m     retcode �[38;5;241m=�[39m process�[38;5;241m.�[39mreturncode

E           �[0;32m---> 81�[0m     �[38;5;28;01mraise�[39;00m �[38;5;167;01mRuntimeError�[39;00m(�[38;5;124mf�[39m�[38;5;124m"�[39m�[38;5;124mTritonserver failed to start (ret=�[39m�[38;5;132;01m{�[39;00mretcode�[38;5;132;01m}�[39;00m�[38;5;124m)�[39m�[38;5;124m"�[39m)

E           �[1;32m     83�[0m �[38;5;28;01mtry�[39;00m:

E           �[1;32m     84�[0m     ready �[38;5;241m=�[39m client�[38;5;241m.�[39mis_server_ready()

E

E           �[0;31mRuntimeError�[0m: Tritonserver failed to start (ret=1)

E           RuntimeError: Tritonserver failed to start (ret=1)
../../../.local/lib/python3.8/site-packages/nbclient/client.py:862: CellExecutionError
During handling of the above exception, another exception occurred:
def test_func():
    with testbook(
        REPO_ROOT / "examples" / "scaling-criteo" / "02-ETL-with-NVTabular.ipynb",
        execute=False,
        timeout=180,
    ) as tb1:
        tb1.inject(
            """
            import os
            os.environ["BASE_DIR"] = "/tmp/input/criteo/"
            os.environ["INPUT_DATA_DIR"] = "/tmp/input/criteo/"
            os.environ["OUTPUT_DATA_DIR"] = "/tmp/output/criteo/"
            os.system("mkdir -p /tmp/input/criteo")
            os.system("mkdir -p /tmp/output/criteo")

            from merlin.datasets.synthetic import generate_data

            train, valid = generate_data("criteo", int(100000), set_sizes=(0.7, 0.3))

            train.to_ddf().compute().to_parquet('/tmp/input/criteo/day_0.parquet')
            valid.to_ddf().compute().to_parquet('/tmp/input/criteo/day_1.parquet')
            """
        )
        tb1.execute()
        assert os.path.isfile("/tmp/output/criteo/train/part_0.parquet")
        assert os.path.isfile("/tmp/output/criteo/valid/part_0.parquet")
        assert os.path.isfile("/tmp/output/criteo/workflow/metadata.json")

    with testbook(
        REPO_ROOT
        / "examples"
        / "scaling-criteo"
        / "03-Training-with-Merlin-Models-TensorFlow.ipynb",
        execute=False,
        timeout=180,
    ) as tb2:
        tb2.inject(
            """
            import os
            os.environ["INPUT_DATA_DIR"] = "/tmp/output/criteo/"
            """
        )
        tb2.execute()
        metrics = tb2.ref("eval_metrics")
        assert set(metrics.keys()) == set(
            [
                "auc",
                "binary_accuracy",
                "loss",
                "precision",
                "recall",
                "regularization_loss",
            ]
        )
        assert os.path.isfile("/tmp/output/criteo/dlrm/saved_model.pb")

    with testbook(
        REPO_ROOT
        / "examples"
        / "scaling-criteo"
        / "04-Triton-Inference-with-Merlin-Models-TensorFlow.ipynb",
        execute=False,
        timeout=180,
    ) as tb3:
        tb3.inject(
            """
            import os
            os.environ["BASE_DIR"] = "/tmp/output/criteo/"
            os.environ["INPUT_FOLDER"] = "/tmp/input/criteo/"
            """
        )
        NUM_OF_CELLS = len(tb3.cells)
        tb3.execute_cell(list(range(0, NUM_OF_CELLS - 5)))


      tb3.inject(


            """
            import shutil
            from merlin.systems.triton.utils import run_ensemble_on_tritonserver
            outputs = ensemble.graph.output_schema.column_names
            response = run_ensemble_on_tritonserver(
                "/tmp/output/criteo/ensemble/",workflow.input_schema, batch.fillna(0),
                outputs, "ensemble_model"
            )
            response = [x.tolist()[0] for x in response["label/binary_classification_task"]]
            shutil.rmtree("/tmp/input/criteo", ignore_errors=True)
            shutil.rmtree("/tmp/output/criteo", ignore_errors=True)
            """
        )

tests/unit/examples/test_scaling_criteo_merlin_models.py:83:

../../../.local/lib/python3.8/site-packages/testbook/client.py:237: in inject

cell = TestbookNode(self.execute_cell(inject_idx)) if run else TestbookNode(code_cell)

self = <testbook.client.TestbookNotebookClient object at 0x7fb392cb7d90>

cell = [31], kwargs = {}, cell_indexes = [31], executed_cells = [], idx = 31
def execute_cell(self, cell, **kwargs) -> Union[Dict, List[Dict]]:
    """
    Executes a cell or list of cells
    """
    if isinstance(cell, slice):
        start, stop = self._cell_index(cell.start), self._cell_index(cell.stop)
        if cell.step is not None:
            raise TestbookError('testbook does not support step argument')

        cell = range(start, stop + 1)
    elif isinstance(cell, str) or isinstance(cell, int):
        cell = [cell]

    cell_indexes = cell

    if all(isinstance(x, str) for x in cell):
        cell_indexes = [self._cell_index(tag) for tag in cell]

    executed_cells = []
    for idx in cell_indexes:
        try:
            cell = super().execute_cell(self.nb['cells'][idx], idx, **kwargs)
        except CellExecutionError as ce:


          raise TestbookRuntimeError(ce.evalue, ce, self._get_error_class(ce.ename))


E               testbook.exceptions.TestbookRuntimeError: An error occurred while executing the following cell:

E               ------------------

E

E               import shutil

E               from merlin.systems.triton.utils import run_ensemble_on_tritonserver

E               outputs = ensemble.graph.output_schema.column_names

E               response = run_ensemble_on_tritonserver(

E                   "/tmp/output/criteo/ensemble/",workflow.input_schema, batch.fillna(0),

E                   outputs, "ensemble_model"

E               )

E               response = [x.tolist()[0] for x in response["label/binary_classification_task"]]

E               shutil.rmtree("/tmp/input/criteo", ignore_errors=True)

E               shutil.rmtree("/tmp/output/criteo", ignore_errors=True)

E

E               ------------------

E

E               �[0;31m---------------------------------------------------------------------------�[0m

E               �[0;31mRuntimeError�[0m                              Traceback (most recent call last)

E               Input �[0;32mIn [13]�[0m, in �[0;36m<cell line: 4>�[0;34m()�[0m

E               �[1;32m      2�[0m �[38;5;28;01mfrom�[39;00m �[38;5;21;01mmerlin�[39;00m�[38;5;21;01m.�[39;00m�[38;5;21;01msystems�[39;00m�[38;5;21;01m.�[39;00m�[38;5;21;01mtriton�[39;00m�[38;5;21;01m.�[39;00m�[38;5;21;01mutils�[39;00m �[38;5;28;01mimport�[39;00m run_ensemble_on_tritonserver

E               �[1;32m      3�[0m outputs �[38;5;241m=�[39m ensemble�[38;5;241m.�[39mgraph�[38;5;241m.�[39moutput_schema�[38;5;241m.�[39mcolumn_names

E               �[0;32m----> 4�[0m response �[38;5;241m=�[39m �[43mrun_ensemble_on_tritonserver�[49m�[43m(�[49m

E               �[1;32m      5�[0m �[43m    �[49m�[38;5;124;43m"�[39;49m�[38;5;124;43m/tmp/output/criteo/ensemble/�[39;49m�[38;5;124;43m"�[39;49m�[43m,�[49m�[43mworkflow�[49m�[38;5;241;43m.�[39;49m�[43minput_schema�[49m�[43m,�[49m�[43m �[49m�[43mbatch�[49m�[38;5;241;43m.�[39;49m�[43mfillna�[49m�[43m(�[49m�[38;5;241;43m0�[39;49m�[43m)�[49m�[43m,�[49m

E               �[1;32m      6�[0m �[43m    �[49m�[43moutputs�[49m�[43m,�[49m�[43m �[49m�[38;5;124;43m"�[39;49m�[38;5;124;43mensemble_model�[39;49m�[38;5;124;43m"�[39;49m

E               �[1;32m      7�[0m �[43m)�[49m

E               �[1;32m      8�[0m response �[38;5;241m=�[39m [x�[38;5;241m.�[39mtolist()[�[38;5;241m0�[39m] �[38;5;28;01mfor�[39;00m x �[38;5;129;01min�[39;00m response[�[38;5;124m"�[39m�[38;5;124mlabel/binary_classification_task�[39m�[38;5;124m"�[39m]]

E               �[1;32m      9�[0m shutil�[38;5;241m.�[39mrmtree(�[38;5;124m"�[39m�[38;5;124m/tmp/input/criteo�[39m�[38;5;124m"�[39m, ignore_errors�[38;5;241m=�[39m�[38;5;28;01mTrue�[39;00m)

E

E               File �[0;32m~/workspace/merlin_merlin/merlin/.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/triton/utils.py:138�[0m, in �[0;36mrun_ensemble_on_tritonserver�[0;34m(tmpdir, schema, df, output_columns, model_name)�[0m

E               �[1;32m    115�[0m �[38;5;124;03m"""Starts up a Triton server instance, loads up the ensemble model,�[39;00m

E               �[1;32m    116�[0m �[38;5;124;03mprepares the inference request and returns the unparsed inference�[39;00m

E               �[1;32m    117�[0m �[38;5;124;03mresponse.�[39;00m

E               �[0;32m   (...)�[0m

E               �[1;32m    135�[0m �[38;5;124;03m    the results of the prediction, parsed by output column name.�[39;00m

E               �[1;32m    136�[0m �[38;5;124;03m"""�[39;00m

E               �[1;32m    137�[0m response �[38;5;241m=�[39m �[38;5;28;01mNone�[39;00m

E               �[0;32m--> 138�[0m �[38;5;28;01mwith�[39;00m run_triton_server(tmpdir) �[38;5;28;01mas�[39;00m client:

E               �[1;32m    139�[0m     response �[38;5;241m=�[39m send_triton_request(

E               �[1;32m    140�[0m         schema, df, output_columns, client�[38;5;241m=�[39mclient, triton_model�[38;5;241m=�[39mmodel_name

E               �[1;32m    141�[0m     )

E               �[1;32m    143�[0m �[38;5;28;01mreturn�[39;00m response

E

E               File �[0;32m/usr/lib/python3.8/contextlib.py:113�[0m, in �[0;36m_GeneratorContextManager.__enter__�[0;34m(self)�[0m

E               �[1;32m    111�[0m �[38;5;28;01mdel�[39;00m �[38;5;28mself�[39m�[38;5;241m.�[39margs, �[38;5;28mself�[39m�[38;5;241m.�[39mkwds, �[38;5;28mself�[39m�[38;5;241m.�[39mfunc

E               �[1;32m    112�[0m �[38;5;28;01mtry�[39;00m:

E               �[0;32m--> 113�[0m     �[38;5;28;01mreturn�[39;00m �[38;5;28;43mnext�[39;49m�[43m(�[49m�[38;5;28;43mself�[39;49m�[38;5;241;43m.�[39;49m�[43mgen�[49m�[43m)�[49m

E               �[1;32m    114�[0m �[38;5;28;01mexcept�[39;00m �[38;5;167;01mStopIteration�[39;00m:

E               �[1;32m    115�[0m     �[38;5;28;01mraise�[39;00m �[38;5;167;01mRuntimeError�[39;00m(�[38;5;124m"�[39m�[38;5;124mgenerator didn�[39m�[38;5;124m'�[39m�[38;5;124mt yield�[39m�[38;5;124m"�[39m) �[38;5;28;01mfrom�[39;00m �[38;5;28mNone�[39m

E

E               File �[0;32m~/workspace/merlin_merlin/merlin/.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/triton/utils.py:81�[0m, in �[0;36mrun_triton_server�[0;34m(model_repository, grpc_host, grpc_port, backend_config)�[0m

E               �[1;32m     79�[0m �[38;5;28;01mif�[39;00m process�[38;5;241m.�[39mpoll() �[38;5;129;01mis�[39;00m �[38;5;129;01mnot�[39;00m �[38;5;28;01mNone�[39;00m:

E               �[1;32m     80�[0m     retcode �[38;5;241m=�[39m process�[38;5;241m.�[39mreturncode

E               �[0;32m---> 81�[0m     �[38;5;28;01mraise�[39;00m �[38;5;167;01mRuntimeError�[39;00m(�[38;5;124mf�[39m�[38;5;124m"�[39m�[38;5;124mTritonserver failed to start (ret=�[39m�[38;5;132;01m{�[39;00mretcode�[38;5;132;01m}�[39;00m�[38;5;124m)�[39m�[38;5;124m"�[39m)

E               �[1;32m     83�[0m �[38;5;28;01mtry�[39;00m:

E               �[1;32m     84�[0m     ready �[38;5;241m=�[39m client�[38;5;241m.�[39mis_server_ready()

E

E               �[0;31mRuntimeError�[0m: Tritonserver failed to start (ret=1)

E               RuntimeError: Tritonserver failed to start (ret=1)
../../../.local/lib/python3.8/site-packages/testbook/client.py:135: TestbookRuntimeError

----------------------------- Captured stderr call -----------------------------

2022-09-19 20:56:27,780 - distributed.preloading - INFO - Import preload module: dask_cuda.initialize

2022-09-19 20:56:27,834 - distributed.preloading - INFO - Import preload module: dask_cuda.initialize

2022-09-19 20:56:27,838 - distributed.preloading - INFO - Import preload module: dask_cuda.initialize

2022-09-19 20:56:27,863 - distributed.preloading - INFO - Import preload module: dask_cuda.initialize

/usr/lib/python3.8/multiprocessing/resource_tracker.py:216: UserWarning: resource_tracker: There appear to be 42 leaked semaphore objects to clean up at shutdown

warnings.warn('resource_tracker: There appear to be %d '

2022-09-19 20:56:46.446663: I tensorflow/core/platform/cpu_feature_guard.cc:193] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations:  AVX2 FMA

To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.

2022-09-19 20:56:50.408956: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 0

2022-09-19 20:56:50.409105: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:0 with 8139 MB memory:  -> device: 0, name: Tesla P100-DGXS-16GB, pci bus id: 0000:07:00.0, compute capability: 6.0

2022-09-19 20:56:50.409967: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 1

2022-09-19 20:56:50.410021: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:1 with 15153 MB memory:  -> device: 1, name: Tesla P100-DGXS-16GB, pci bus id: 0000:08:00.0, compute capability: 6.0

2022-09-19 20:56:50.410663: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 2

2022-09-19 20:56:50.410708: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:2 with 15153 MB memory:  -> device: 2, name: Tesla P100-DGXS-16GB, pci bus id: 0000:0e:00.0, compute capability: 6.0

2022-09-19 20:56:50.411315: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 3

2022-09-19 20:56:50.411360: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:3 with 15153 MB memory:  -> device: 3, name: Tesla P100-DGXS-16GB, pci bus id: 0000:0f:00.0, compute capability: 6.0

Error in atexit._run_exitfuncs:

Traceback (most recent call last):

File "/usr/lib/python3.8/logging/init.py", line 2127, in shutdown

h.close()

File "/usr/local/lib/python3.8/dist-packages/absl/logging/init.py", line 934, in close

self.stream.close()

File "/usr/local/lib/python3.8/dist-packages/ipykernel/iostream.py", line 438, in close

self.watch_fd_thread.join()

AttributeError: 'OutStream' object has no attribute 'watch_fd_thread'

2022-09-19 20:57:20.568507: I tensorflow/core/platform/cpu_feature_guard.cc:193] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations:  AVX2 FMA

To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.

2022-09-19 20:57:24.546083: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 0

2022-09-19 20:57:24.546233: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:0 with 15133 MB memory:  -> device: 0, name: Tesla P100-DGXS-16GB, pci bus id: 0000:07:00.0, compute capability: 6.0

2022-09-19 20:57:24.547048: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 1

2022-09-19 20:57:24.547102: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:1 with 15153 MB memory:  -> device: 1, name: Tesla P100-DGXS-16GB, pci bus id: 0000:08:00.0, compute capability: 6.0

2022-09-19 20:57:24.547745: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 2

2022-09-19 20:57:24.547790: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:2 with 15153 MB memory:  -> device: 2, name: Tesla P100-DGXS-16GB, pci bus id: 0000:0e:00.0, compute capability: 6.0

2022-09-19 20:57:24.548420: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 3

2022-09-19 20:57:24.548467: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:3 with 15153 MB memory:  -> device: 3, name: Tesla P100-DGXS-16GB, pci bus id: 0000:0f:00.0, compute capability: 6.0

I0919 20:57:29.948414 29241 pinned_memory_manager.cc:240] Pinned memory pool is created at '0x7fda24000000' with size 268435456

I0919 20:57:29.949159 29241 cuda_memory_manager.cc:105] CUDA memory pool is created on device 0 with size 67108864

I0919 20:57:29.953178 29241 model_repository_manager.cc:1191] loading: 1_predicttensorflow:1

I0919 20:57:30.053436 29241 model_repository_manager.cc:1191] loading: 0_transformworkflow:1

I0919 20:57:30.331869 29241 tensorflow.cc:2204] TRITONBACKEND_Initialize: tensorflow

I0919 20:57:30.331910 29241 tensorflow.cc:2214] Triton TRITONBACKEND API version: 1.10

I0919 20:57:30.331917 29241 tensorflow.cc:2220] 'tensorflow' TRITONBACKEND API version: 1.10

I0919 20:57:30.331923 29241 tensorflow.cc:2244] backend configuration:

{"cmdline":{"auto-complete-config":"false","backend-directory":"/opt/tritonserver/backends","min-compute-capability":"6.000000","version":"2","default-max-batch-size":"4"}}

I0919 20:57:30.331968 29241 tensorflow.cc:2310] TRITONBACKEND_ModelInitialize: 1_predicttensorflow (version 1)

I0919 20:57:30.337308 29241 tensorflow.cc:2359] TRITONBACKEND_ModelInstanceInitialize: 1_predicttensorflow (GPU device 0)

2022-09-19 20:57:30.695968: I tensorflow/cc/saved_model/reader.cc:43] Reading SavedModel from: /tmp/output/criteo/ensemble/1_predicttensorflow/1/model.savedmodel

2022-09-19 20:57:30.710672: I tensorflow/cc/saved_model/reader.cc:81] Reading meta graph with tags { serve }

2022-09-19 20:57:30.710705: I tensorflow/cc/saved_model/reader.cc:122] Reading SavedModel debug info (if present) from: /tmp/output/criteo/ensemble/1_predicttensorflow/1/model.savedmodel

2022-09-19 20:57:30.710818: I tensorflow/core/platform/cpu_feature_guard.cc:194] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations:  SSE3 SSE4.1 SSE4.2 AVX

To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.

2022-09-19 20:57:30.749207: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 0

2022-09-19 20:57:30.749303: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:0 with 14495 MB memory:  -> device: 0, name: Tesla P100-DGXS-16GB, pci bus id: 0000:07:00.0, compute capability: 6.0

2022-09-19 20:57:30.808086: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:354] MLIR V1 optimization pass is not enabled

2022-09-19 20:57:30.813924: I tensorflow/cc/saved_model/loader.cc:230] Restoring SavedModel bundle.

2022-09-19 20:57:30.980845: I tensorflow/cc/saved_model/loader.cc:214] Running initialization op on SavedModel bundle at path: /tmp/output/criteo/ensemble/1_predicttensorflow/1/model.savedmodel

2022-09-19 20:57:31.046503: I tensorflow/cc/saved_model/loader.cc:321] SavedModel load for tags { serve }; Status: success: OK. Took 350554 microseconds.

I0919 20:57:31.064995 29241 tensorflow.cc:2397] TRITONBACKEND_ModelInstanceFinalize: delete instance state

I0919 20:57:31.065051 29241 tensorflow.cc:2336] TRITONBACKEND_ModelFinalize: delete model state

E0919 20:57:31.065079 29241 model_repository_manager.cc:1348] failed to load '1_predicttensorflow' version 1: Invalid argument: unexpected inference input 'C9', allowed inputs are: args_0, args_0_1, args_0_10, args_0_11, args_0_12, args_0_13, args_0_14, args_0_15, args_0_16, args_0_17, args_0_18, args_0_19, args_0_2, args_0_20, args_0_21, args_0_22, args_0_23, args_0_24, args_0_25, args_0_26, args_0_27, args_0_28, args_0_29, args_0_3, args_0_30, args_0_31, args_0_32, args_0_33, args_0_34, args_0_35, args_0_36, args_0_37, args_0_38, args_0_4, args_0_5, args_0_6, args_0_7, args_0_8, args_0_9

I0919 20:57:31.068422 29241 python_be.cc:1774] TRITONBACKEND_ModelInstanceInitialize: 0_transformworkflow (GPU device 0)

I0919 20:57:34.351901 29241 model_repository_manager.cc:1345] successfully loaded '0_transformworkflow' version 1

E0919 20:57:34.352059 29241 model_repository_manager.cc:1551] Invalid argument: ensemble 'ensemble_model' depends on '1_predicttensorflow' which has no loaded version

I0919 20:57:34.352207 29241 server.cc:556]

+------------------+------+

| Repository Agent | Path |

+------------------+------+

+------------------+------+
I0919 20:57:34.352321 29241 server.cc:583]

+------------+-----------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+

| Backend    | Path                                                            | Config                                                                                                                                                                       |

+------------+-----------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+

| tensorflow | /opt/tritonserver/backends/tensorflow2/libtriton_tensorflow2.so | {"cmdline":{"auto-complete-config":"false","backend-directory":"/opt/tritonserver/backends","min-compute-capability":"6.000000","version":"2","default-max-batch-size":"4"}} |

| python     | /opt/tritonserver/backends/python/libtriton_python.so           | {"cmdline":{"auto-complete-config":"false","min-compute-capability":"6.000000","backend-directory":"/opt/tritonserver/backends","default-max-batch-size":"4"}}               |

+------------+-----------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
I0919 20:57:34.352474 29241 server.cc:626]

+---------------------+---------+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+

| Model               | Version | Status                                                                                                                                                                                                                                                                                                                                                                                                                                                                          |

+---------------------+---------+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+

| 0_transformworkflow | 1       | READY                                                                                                                                                                                                                                                                                                                                                                                                                                                                           |

| 1_predicttensorflow | 1       | UNAVAILABLE: Invalid argument: unexpected inference input 'C9', allowed inputs are: args_0, args_0_1, args_0_10, args_0_11, args_0_12, args_0_13, args_0_14, args_0_15, args_0_16, args_0_17, args_0_18, args_0_19, args_0_2, args_0_20, args_0_21, args_0_22, args_0_23, args_0_24, args_0_25, args_0_26, args_0_27, args_0_28, args_0_29, args_0_3, args_0_30, args_0_31, args_0_32, args_0_33, args_0_34, args_0_35, args_0_36, args_0_37, args_0_38, args_0_4, args_0_5, ar |

|                     |         | gs_0_6, args_0_7, args_0_8, args_0_9                                                                                                                                                                                                                                                                                                                                                                                                                                            |

+---------------------+---------+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
I0919 20:57:34.416720 29241 metrics.cc:650] Collecting metrics for GPU 0: Tesla P100-DGXS-16GB

I0919 20:57:34.417575 29241 tritonserver.cc:2159]

+----------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+

| Option                           | Value                                                                                                                                                                                        |

+----------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+

| server_id                        | triton                                                                                                                                                                                       |

| server_version                   | 2.23.0                                                                                                                                                                                       |

| server_extensions                | classification sequence model_repository model_repository(unload_dependents) schedule_policy model_configuration system_shared_memory cuda_shared_memory binary_tensor_data statistics trace |

| model_repository_path[0]         | /tmp/output/criteo/ensemble/                                                                                                                                                                 |

| model_control_mode               | MODE_NONE                                                                                                                                                                                    |

| strict_model_config              | 1                                                                                                                                                                                            |

| rate_limit                       | OFF                                                                                                                                                                                          |

| pinned_memory_pool_byte_size     | 268435456                                                                                                                                                                                    |

| cuda_memory_pool_byte_size{0}    | 67108864                                                                                                                                                                                     |

| response_cache_byte_size         | 0                                                                                                                                                                                            |

| min_supported_compute_capability | 6.0                                                                                                                                                                                          |

| strict_readiness                 | 1                                                                                                                                                                                            |

| exit_timeout                     | 30                                                                                                                                                                                           |

+----------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
I0919 20:57:34.417623 29241 server.cc:257] Waiting for in-flight requests to complete.

I0919 20:57:34.417631 29241 server.cc:273] Timeout 30: Found 0 model versions that have in-flight inferences

I0919 20:57:34.417642 29241 model_repository_manager.cc:1223] unloading: 0_transformworkflow:1

I0919 20:57:34.417679 29241 server.cc:288] All models are stopped, unloading models

I0919 20:57:34.417688 29241 server.cc:295] Timeout 30: Found 1 live models and 0 in-flight non-inference requests

I0919 20:57:35.417770 29241 server.cc:295] Timeout 29: Found 1 live models and 0 in-flight non-inference requests

W0919 20:57:35.439051 29241 metrics.cc:468] Unable to get energy consumption for GPU 0. Status:Success, value:0

I0919 20:57:35.785432 29241 model_repository_manager.cc:1328] successfully unloaded '0_transformworkflow' version 1

I0919 20:57:36.417897 29241 server.cc:295] Timeout 28: Found 0 live models and 0 in-flight non-inference requests

error: creating server: Internal - failed to load all models

W0919 20:57:36.439253 29241 metrics.cc:468] Unable to get energy consumption for GPU 0. Status:Success, value:0

Error in atexit._run_exitfuncs:

Traceback (most recent call last):

File "/usr/lib/python3.8/logging/init.py", line 2127, in shutdown

h.close()

File "/usr/local/lib/python3.8/dist-packages/absl/logging/init.py", line 934, in close

self.stream.close()

File "/usr/local/lib/python3.8/dist-packages/ipykernel/iostream.py", line 438, in close

self.watch_fd_thread.join()

AttributeError: 'OutStream' object has no attribute 'watch_fd_thread'
---------- coverage: platform linux, python 3.8.10-final-0 -----------

Name                                                                                                  Stmts   Miss  Cover
.tox/test-gpu/lib/python3.8/site-packages/merlin/core/init.py                                         2      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/core/_version.py                                         4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/core/compat.py                                           9      4    56%

.tox/test-gpu/lib/python3.8/site-packages/merlin/core/dispatch.py                                       346    221    36%

.tox/test-gpu/lib/python3.8/site-packages/merlin/core/utils.py                                          195    119    39%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/init.py                                          4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/base_operator.py                                   115     21    82%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/executors.py                                       111     50    55%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/graph.py                                            99     35    65%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/node.py                                            342    165    52%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/ops/init.py                                      4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/ops/concat_columns.py                               18      6    67%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/ops/selection.py                                    20      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/ops/subset_columns.py                               12      4    67%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/ops/subtraction.py                                  21     11    48%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/selector.py                                         88     28    68%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/init.py                                           4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/csv.py                                               57     38    33%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/dask.py                                             181    140    23%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/dataframe_engine.py                                  61     47    23%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/dataframe_iter.py                                    21      4    81%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/dataset.py                                          346    234    32%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/dataset_engine.py                                    37     13    65%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/fsspec_utils.py                                     127    108    15%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/hugectr.py                                           45     35    22%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/parquet.py                                          603    353    41%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/shuffle.py                                           38     20    47%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/worker.py                                            80     30    62%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/writer.py                                           190     90    53%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/writer_factory.py                                    18      5    72%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/init.py                                       2      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/_version.py                                       4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/config/init.py                                0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/config/schema.py                                 62     20    68%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/loader/init.py                                0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/loader/backend.py                               379    117    69%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/loader/dataframe_iter.py                         21     17    19%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/loader/tf_utils.py                               57     27    53%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/loader/utils.py                                  40     15    62%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/init.py                                   64      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/init.py                             0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/cross.py                               44     28    36%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/dlrm.py                                49     11    78%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/experts.py                             99     75    24%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/interaction.py                         93     48    48%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/mlp.py                                114     58    49%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/optimizer.py                          173    127    27%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/retrieval/init.py                   0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/retrieval/base.py                     168    125    26%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/retrieval/matrix_factorization.py      35     19    46%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/retrieval/two_tower.py                 30     18    40%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/sampling/init.py                    0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/sampling/base.py                       29     11    62%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/sampling/cross_batch.py                46     31    33%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/sampling/in_batch.py                   35     20    43%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/sampling/queue.py                     115     99    14%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/init.py                               0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/aggregation.py                          245    109    56%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/base.py                                 239    115    52%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/combinators.py                          393    144    63%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/encoder.py                               73     47    36%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/index.py                                104     68    35%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/prediction.py                            25      2    92%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/tabular.py                              271     76    72%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/dataset.py                                   213    108    49%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/inputs/init.py                             0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/inputs/base.py                                56     44    21%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/inputs/continuous.py                          33      3    91%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/inputs/embedding.py                          432    244    44%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/losses/init.py                             4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/losses/base.py                                 9      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/losses/listwise.py                            13      2    85%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/losses/pairwise.py                           113     55    51%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/metrics/init.py                            2      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/metrics/topk.py                              184     89    52%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/init.py                             0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/base.py                               543    262    52%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/benchmark.py                           16      6    62%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/ranking.py                             69     42    39%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/retrieval.py                           32     15    53%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/utils.py                               10      2    80%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/init.py                            0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/base.py                              123     90    27%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/classification.py                     82     48    41%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/contrastive.py                       135     99    27%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/regression.py                          9      2    78%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/sampling/init.py                   0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/sampling/base.py                      78     41    47%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/sampling/in_batch.py                  37     22    41%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/sampling/popularity.py                27     17    37%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/init.py                   0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/base.py                     199    109    45%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/classification.py            68     25    63%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/multi.py                      7      1    86%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/next_item.py                 59     33    44%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/regression.py                35     19    46%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/retrieval.py                 73     48    34%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/init.py                         0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/bias.py                            74     49    34%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/features.py                       239    187    22%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/noise.py                           43     28    35%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/regularization.py                  17      6    65%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/tensor.py                          91     47    48%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/typing.py                                      7      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/utils/init.py                              0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/utils/batch_utils.py                          81     56    31%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/utils/repr_utils.py                           69     48    30%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/utils/search_utils.py                         34     22    35%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/utils/tf_utils.py                            186    127    32%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/init.py                                 0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/constants.py                                3      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/dataset.py                                 33     24    27%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/doc_utils.py                               10      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/misc_utils.py                             118     90    24%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/registry.py                               101     31    69%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/schema_utils.py                            90     64    29%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/init.py                                       2      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/io/init.py                                    0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/io/proto_utils.py                                20      6    70%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/io/schema_bp.py                                 306      7    98%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/io/tensorflow_metadata.py                       191     46    76%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/schema.py                                       205     54    74%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/tags.py                                          82      8    90%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/init.py                                      6      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/_version.py                                      4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/init.py                                  3      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/ensemble.py                                 78      8    90%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/node.py                                     20      1    95%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/op_runner.py                                21     15    29%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/ops/init.py                              9      4    56%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/ops/operator.py                             83     37    55%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/ops/tensorflow.py                           81     19    77%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/ops/workflow.py                             25      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/model_registry.py                               16      8    50%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/triton/init.py                              47     17    64%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/triton/conversions.py                           87     73    16%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/triton/export.py                               266    210    21%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/triton/utils.py                                 72     26    64%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/workflow/init.py                            22     20     9%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/workflow/base.py                               113     58    49%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/workflow/hugectr.py                             37     29    22%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/workflow/pytorch.py                             10      6    40%

.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/workflow/tensorflow.py                          32     25    22%
TOTAL                                                                                                 11902   6090    49%
=========================== short test summary info ============================

SKIPPED [1] tests/unit/examples/test_building_deploying_multi_stage_RecSys.py:16: 'NoneType' returning from faiss operator because of randomly generated data.

============== 1 failed, 1 passed, 1 skipped in 85.95s (0:01:25) ===============

/usr/local/lib/python3.8/dist-packages/coverage/inorout.py:519: CoverageWarning: Module merlin was never imported. (module-not-imported)

self.warn(f"Module {pkg} was never imported.", slug="module-not-imported")

/usr/local/lib/python3.8/dist-packages/coverage/control.py:794: CoverageWarning: No data was collected. (no-data-collected)

self._warn("No data was collected.", slug="no-data-collected")

/usr/local/lib/python3.8/dist-packages/coverage/data.py:130: CoverageWarning: Data file '/var/jenkins_home/workspace/merlin_merlin/merlin/.coverage.10.20.17.231.28549.172134' doesn't seem to be a coverage data file: cannot unpack non-iterable NoneType object

data._warn(str(exc))

ERROR: InvocationError for command /var/jenkins_home/workspace/merlin_merlin/merlin/.tox/test-gpu/bin/python -m pytest --cov-report term --cov merlin -rxs tests/unit (exited with code 1)

___________________________________ summary ____________________________________

ERROR:   test-gpu: commands failed

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/Merlin/issues/$ghprbPullId/comments" "/var/jenkins_home/jobs/$JOB_NAME/builds/$BUILD_NUMBER/log"

[merlin_merlin] $ /bin/bash /tmp/jenkins3195401422902699809.sh

[jperez999]

So your PR is failing on changes in downstream repos. These repo changes have caused errors in the unit tests in this repo. The only changes that have been made today seem to be in models, which makes sense. If you look further down the model is not returning the correct schema or the data in the model has somehow changed. This output might lead to a more substantive investigation:
failed to load '1_predicttensorflow' version 1: Invalid argument: unexpected inference input 'C9', allowed inputs are: args_0, args_0_1, args_0_10, args_0_11, args_0_12, args_0_13, args_0_14, args_0_15, args_0_16, args_0_17, args_0_18, args_0_19, args_0_2, args_0_20, args_0_21, args_0_22, args_0_23, args_0_24, args_0_25, args_0_26, args_0_27, args_0_28, args_0_29, args_0_3, args_0_30, args_0_31, args_0_32, args_0_33, args_0_34, args_0_35, args_0_36, args_0_37, args_0_38, args_0_4, args_0_5, args_0_6, args_0_7, args_0_8, args_0_9

That was taken from the latest output of the last unit test run displayed above.

[nvidia-merlin-bot]

Click to view CI Results

GitHub pull request #626 of commit d6459cda1583f477363f19fe0a06332a0a7eecda, no merge conflicts.
Running as SYSTEM
Setting status of d6459cda1583f477363f19fe0a06332a0a7eecda to PENDING with url https://10.20.13.93:8080/job/merlin_merlin/458/console and message: 'Pending'
Using context: Jenkins
Building on master in workspace /var/jenkins_home/workspace/merlin_merlin
using credential systems-login
 > git rev-parse --is-inside-work-tree # timeout=10
Fetching changes from the remote Git repository
 > git config remote.origin.url https://github.com/NVIDIA-Merlin/Merlin # timeout=10
Fetching upstream changes from https://github.com/NVIDIA-Merlin/Merlin
 > git --version # timeout=10
using GIT_ASKPASS to set credentials login for merlin-systems
 > git fetch --tags --force --progress -- https://github.com/NVIDIA-Merlin/Merlin +refs/pull/626/*:refs/remotes/origin/pr/626/* # timeout=10
 > git rev-parse d6459cda1583f477363f19fe0a06332a0a7eecda^{commit} # timeout=10
Checking out Revision d6459cda1583f477363f19fe0a06332a0a7eecda (detached)
 > git config core.sparsecheckout # timeout=10
 > git checkout -f d6459cda1583f477363f19fe0a06332a0a7eecda # timeout=10
Commit message: "Changes to input and output schema for Ensemble"
 > git rev-list --no-walk 84768310e857d119b6a28d1c9d9e15b7b1caf1aa # timeout=10
[merlin_merlin] $ /bin/bash /tmp/jenkins13572971702931242442.sh
GLOB sdist-make: /var/jenkins_home/workspace/merlin_merlin/merlin/setup.py
test-gpu recreate: /var/jenkins_home/workspace/merlin_merlin/merlin/.tox/test-gpu
test-gpu installdeps: pytest, pytest-cov
WARNING: Discarding $PYTHONPATH from environment, to override specify PYTHONPATH in 'passenv' in your configuration.
test-gpu inst: /var/jenkins_home/workspace/merlin_merlin/merlin/.tox/.tmp/package/1/merlin-0.0.1.zip
WARNING: Discarding $PYTHONPATH from environment, to override specify PYTHONPATH in 'passenv' in your configuration.
test-gpu installed: absl-py==1.2.0,aiohttp==3.8.1,aiosignal==1.2.0,alabaster==0.7.12,anyio==3.6.1,argon2-cffi==21.3.0,argon2-cffi-bindings==21.2.0,astroid==2.5.6,asttokens==2.0.8,astunparse==1.6.3,asv==0.5.1,asvdb==0.4.2,async-timeout==4.0.2,attrs==22.1.0,awscli==1.25.77,Babel==2.10.3,backcall==0.2.0,beautifulsoup4==4.11.1,betterproto==1.2.5,black==22.6.0,bleach==5.0.1,boto3==1.24.75,botocore==1.27.76,Brotli==1.0.9,cachetools==5.2.0,certifi==2019.11.28,cffi==1.15.1,chardet==3.0.4,charset-normalizer==2.1.1,clang==5.0,click==8.1.3,cloudpickle==2.2.0,cmake==3.24.1.1,colorama==0.4.4,contourpy==1.0.5,coverage==6.4.4,cuda-python==11.7.1,cupy-cuda117==10.6.0,cycler==0.11.0,Cython==0.29.32,dask==2022.1.1,dbus-python==1.2.16,debugpy==1.6.3,decorator==5.1.1,defusedxml==0.7.1,dill==0.3.5.1,distlib==0.3.6,distributed==2022.5.1,distro==1.7.0,dm-tree==0.1.6,docker-pycreds==0.4.0,docutils==0.16,emoji==1.7.0,entrypoints==0.4,execnet==1.9.0,executing==1.0.0,faiss==1.7.2,faiss-gpu==1.7.2,fastai==2.7.9,fastapi==0.85.0,fastavro==1.6.1,fastcore==1.5.27,fastdownload==0.0.7,fastjsonschema==2.16.1,fastprogress==1.0.3,fastrlock==0.8,feast==0.19.4,fiddle==0.2.2,filelock==3.8.0,flatbuffers==1.12,fonttools==4.37.2,frozenlist==1.3.1,fsspec==2022.5.0,gast==0.4.0,gevent==21.12.0,geventhttpclient==2.0.2,gitdb==4.0.9,GitPython==3.1.27,google==3.0.0,google-api-core==2.10.1,google-auth==2.11.1,google-auth-oauthlib==0.4.6,google-pasta==0.2.0,googleapis-common-protos==1.52.0,graphviz==0.20.1,greenlet==1.1.3,grpcio==1.41.0,grpcio-channelz==1.49.0,grpcio-reflection==1.48.1,grpclib==0.4.3,h11==0.13.0,h2==4.1.0,h5py==3.7.0,HeapDict==1.0.1,hpack==4.0.0,httptools==0.5.0,hugectr2onnx==0.0.0,huggingface-hub==0.9.1,hyperframe==6.0.1,idna==2.8,imagesize==1.4.1,implicit==0.6.1,importlib-metadata==4.12.0,importlib-resources==5.9.0,iniconfig==1.1.1,ipykernel==6.15.3,ipython==8.5.0,ipython-genutils==0.2.0,ipywidgets==7.7.0,jedi==0.18.1,Jinja2==3.1.2,jmespath==1.0.1,joblib==1.2.0,json5==0.9.10,jsonschema==4.16.0,jupyter-cache==0.4.3,jupyter-core==4.11.1,jupyter-server==1.18.1,jupyter-server-mathjax==0.2.5,jupyter-sphinx==0.3.2,jupyter_client==7.3.5,jupyterlab==3.4.7,jupyterlab-pygments==0.2.2,jupyterlab-widgets==1.1.0,jupyterlab_server==2.15.1,keras==2.9.0,Keras-Preprocessing==1.1.2,kiwisolver==1.4.4,lazy-object-proxy==1.7.1,libclang==14.0.6,libcst==0.4.7,lightfm==1.16,lightgbm==3.3.2,linkify-it-py==1.0.3,llvmlite==0.39.1,locket==1.0.0,lxml==4.9.1,Markdown==3.4.1,markdown-it-py==1.1.0,MarkupSafe==2.1.1,matplotlib==3.6.0,matplotlib-inline==0.1.6,mdit-py-plugins==0.2.8,merlin==0.0.1,merlin-core==0.6.0+1.g5926fcf,merlin-models==0.7.0+6.ga00b40ba3,merlin-systems==0.5.0+4.g15074ad,mistune==2.0.4,mmh3==3.0.0,mpi4py==3.1.3,msgpack==1.0.4,multidict==6.0.2,mypy-extensions==0.4.3,myst-nb==0.13.2,myst-parser==0.15.2,natsort==8.1.0,nbclassic==0.4.3,nbclient==0.6.8,nbconvert==7.0.0,nbdime==3.1.1,nbformat==5.5.0,nest-asyncio==1.5.5,ninja==1.10.2.3,notebook==6.4.12,notebook-shim==0.1.0,numba==0.56.2,numpy==1.22.4,nvidia-pyindex==1.0.9,# Editable install with no version control (nvtabular==1.4.0+8.g95e12d347),-e /usr/local/lib/python3.8/dist-packages,nvtx==0.2.5,oauthlib==3.2.1,oldest-supported-numpy==2022.8.16,onnx==1.12.0,onnxruntime==1.11.1,opt-einsum==3.3.0,packaging==21.3,pandas==1.3.5,pandavro==1.5.2,pandocfilters==1.5.0,parso==0.8.3,partd==1.3.0,pathtools==0.1.2,pexpect==4.8.0,pickleshare==0.7.5,Pillow==9.2.0,pkgutil_resolve_name==1.3.10,platformdirs==2.5.2,pluggy==1.0.0,prometheus-client==0.14.1,promise==2.3,prompt-toolkit==3.0.31,proto-plus==1.19.6,protobuf==3.19.5,psutil==5.9.2,ptyprocess==0.7.0,pure-eval==0.2.2,py==1.11.0,pyarrow==7.0.0,pyasn1==0.4.8,pyasn1-modules==0.2.8,pybind11==2.10.0,pycparser==2.21,pydantic==1.10.2,pydot==1.4.2,Pygments==2.13.0,PyGObject==3.36.0,pynvml==11.4.1,pyparsing==3.0.9,pyrsistent==0.18.1,pytest==7.1.3,pytest-cov==3.0.0,pytest-forked==1.4.0,pytest-xdist==2.5.0,python-apt==2.0.0+ubuntu0.20.4.8,python-dateutil==2.8.2,python-dotenv==0.21.0,python-rapidjson==1.8,pytz==2022.2.1,PyYAML==5.4.1,pyzmq==24.0.0,regex==2022.9.13,requests==2.22.0,requests-oauthlib==1.3.1,requests-unixsocket==0.2.0,rsa==4.7.2,s3fs==2022.2.0,s3transfer==0.6.0,sacremoses==0.0.53,scikit-build==0.15.0,scikit-learn==1.1.2,scipy==1.9.1,seedir==0.3.0,Send2Trash==1.8.0,sentry-sdk==1.9.8,setproctitle==1.3.2,setuptools-scm==7.0.5,shortuuid==1.0.9,six==1.15.0,sklearn==0.0,smmap==5.0.0,sniffio==1.3.0,snowballstemmer==2.2.0,sortedcontainers==2.4.0,soupsieve==2.3.2.post1,Sphinx==5.1.1,sphinx-multiversion==0.2.4,sphinx-togglebutton==0.3.1,sphinx_external_toc==0.3.0,sphinxcontrib-applehelp==1.0.2,sphinxcontrib-copydirs @ git+https://github.com/mikemckiernan/sphinxcontrib-copydirs.git@bd8c5d79b3f91cf5f1bb0d6995aeca3fe84b670e,sphinxcontrib-devhelp==1.0.2,sphinxcontrib-htmlhelp==2.0.0,sphinxcontrib-jsmath==1.0.1,sphinxcontrib-qthelp==1.0.3,sphinxcontrib-serializinghtml==1.1.5,SQLAlchemy==1.4.36,stack-data==0.5.0,starlette==0.20.4,stringcase==1.2.0,supervisor==4.1.0,tabulate==0.8.10,tblib==1.7.0,tdqm==0.0.1,tenacity==8.0.1,tensorboard==2.9.1,tensorboard-data-server==0.6.1,tensorboard-plugin-wit==1.8.1,tensorflow==2.6.2,tensorflow-estimator==2.9.0,tensorflow-gpu==2.9.2,tensorflow-io-gcs-filesystem==0.27.0,tensorflow-metadata==1.10.0,termcolor==2.0.1,terminado==0.15.0,testbook==0.4.2,threadpoolctl==3.1.0,tinycss2==1.1.1,tokenizers==0.10.3,toml==0.10.2,tomli==2.0.1,toolz==0.12.0,torch==1.12.1+cu113,torchmetrics==0.3.2,tornado==6.2,tox==3.26.0,tqdm==4.64.1,traitlets==5.4.0,transformers==4.12.0,transformers4rec==0.1.12+2.gbcc939255,treelite==2.3.0,treelite-runtime==2.3.0,tritonclient==2.25.0,typing-inspect==0.8.0,typing_extensions==4.3.0,uc-micro-py==1.0.1,urllib3==1.26.12,uvicorn==0.18.3,uvloop==0.17.0,versioneer==0.20,virtualenv==20.16.5,wandb==0.13.3,watchfiles==0.17.0,wcwidth==0.2.5,webencodings==0.5.1,websocket-client==1.4.1,websockets==10.3,Werkzeug==2.2.2,widgetsnbextension==3.6.0,wrapt==1.12.1,xgboost==1.6.2,yarl==1.8.1,zict==2.2.0,zipp==3.8.1,zope.event==4.5.0,zope.interface==5.4.0
test-gpu run-test-pre: PYTHONHASHSEED='3737061733'
test-gpu run-test: commands[0] | python -m pip install --upgrade git+https://github.com/NVIDIA-Merlin/systems.git
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Collecting git+https://github.com/NVIDIA-Merlin/systems.git
  Cloning https://github.com/NVIDIA-Merlin/systems.git to /tmp/pip-req-build-zqdwtm09
  Running command git clone --filter=blob:none --quiet https://github.com/NVIDIA-Merlin/systems.git /tmp/pip-req-build-zqdwtm09
  Resolved https://github.com/NVIDIA-Merlin/systems.git to commit 15074adf11bcc9bb9da375ec40ab4e431f1c93e9
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): finished with status 'done'
Requirement already satisfied: merlin-core>=0.2.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-systems==0.5.0+4.g15074ad) (0.3.0+12.g78ecddd)
Requirement already satisfied: nvtabular>=1.0.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-systems==0.5.0+4.g15074ad) (1.1.1)
Requirement already satisfied: pandas<1.4.0dev0,>=1.2.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.3.5)
Requirement already satisfied: numba>=0.54 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (0.55.1)
Requirement already satisfied: betterproto<2.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.2.5)
Requirement already satisfied: tqdm>=4.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (4.64.1)
Requirement already satisfied: distributed>=2021.11.2 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2022.3.0)
Requirement already satisfied: tensorflow-metadata>=1.2.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.10.0)
Requirement already satisfied: pyarrow>=5.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (7.0.0)
Requirement already satisfied: protobuf>=3.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (3.19.5)
Requirement already satisfied: dask>=2021.11.2 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2022.3.0)
Requirement already satisfied: packaging in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (21.3)
Requirement already satisfied: grpclib in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (0.4.3)
Requirement already satisfied: stringcase in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.2.0)
Requirement already satisfied: pyyaml>=5.3.1 in /var/jenkins_home/.local/lib/python3.8/site-packages/PyYAML-5.4.1-py3.8-linux-x86_64.egg (from dask>=2021.11.2->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (5.4.1)
Requirement already satisfied: toolz>=0.8.2 in /usr/local/lib/python3.8/dist-packages (from dask>=2021.11.2->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (0.12.0)
Requirement already satisfied: cloudpickle>=1.1.1 in /usr/local/lib/python3.8/dist-packages (from dask>=2021.11.2->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2.2.0)
Requirement already satisfied: partd>=0.3.10 in /var/jenkins_home/.local/lib/python3.8/site-packages/partd-1.2.0-py3.8.egg (from dask>=2021.11.2->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.2.0)
Requirement already satisfied: fsspec>=0.6.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from dask>=2021.11.2->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2022.5.0)
Requirement already satisfied: zict>=0.1.3 in /var/jenkins_home/.local/lib/python3.8/site-packages/zict-2.0.0-py3.8.egg (from distributed>=2021.11.2->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2.0.0)
Requirement already satisfied: msgpack>=0.6.0 in /usr/local/lib/python3.8/dist-packages (from distributed>=2021.11.2->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.0.4)
Requirement already satisfied: click>=6.6 in /usr/local/lib/python3.8/dist-packages (from distributed>=2021.11.2->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (8.1.3)
Requirement already satisfied: jinja2 in /usr/local/lib/python3.8/dist-packages (from distributed>=2021.11.2->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (3.1.2)
Requirement already satisfied: psutil>=5.0 in /var/jenkins_home/.local/lib/python3.8/site-packages/psutil-5.8.0-py3.8-linux-x86_64.egg (from distributed>=2021.11.2->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (5.8.0)
Requirement already satisfied: tblib>=1.6.0 in /var/jenkins_home/.local/lib/python3.8/site-packages/tblib-1.7.0-py3.8.egg (from distributed>=2021.11.2->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.7.0)
Requirement already satisfied: tornado>=6.0.3 in /var/jenkins_home/.local/lib/python3.8/site-packages/tornado-6.1-py3.8-linux-x86_64.egg (from distributed>=2021.11.2->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (6.1)
Requirement already satisfied: sortedcontainers!=2.0.0,!=2.0.1 in /var/jenkins_home/.local/lib/python3.8/site-packages/sortedcontainers-2.4.0-py3.8.egg (from distributed>=2021.11.2->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2.4.0)
Requirement already satisfied: setuptools in ./.tox/test-gpu/lib/python3.8/site-packages (from numba>=0.54->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (65.3.0)
Collecting llvmlite<0.39,>=0.38.0rc1
  Downloading llvmlite-0.38.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (34.5 MB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 34.5/34.5 MB 99.2 MB/s eta 0:00:00
Requirement already satisfied: numpy<1.22,>=1.18 in /var/jenkins_home/.local/lib/python3.8/site-packages (from numba>=0.54->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.20.3)
Requirement already satisfied: pyparsing!=3.0.5,>=2.0.2 in /usr/local/lib/python3.8/dist-packages (from packaging->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (3.0.9)
Requirement already satisfied: python-dateutil>=2.7.3 in /usr/local/lib/python3.8/dist-packages (from pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2.8.2)
Requirement already satisfied: pytz>=2017.3 in /usr/local/lib/python3.8/dist-packages (from pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2022.2.1)
Requirement already satisfied: googleapis-common-protos<2,>=1.52.0 in /usr/local/lib/python3.8/dist-packages (from tensorflow-metadata>=1.2.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.52.0)
Requirement already satisfied: absl-py<2.0.0,>=0.9 in /usr/local/lib/python3.8/dist-packages (from tensorflow-metadata>=1.2.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.2.0)
Requirement already satisfied: locket in /var/jenkins_home/.local/lib/python3.8/site-packages/locket-0.2.1-py3.8.egg (from partd>=0.3.10->dask>=2021.11.2->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (0.2.1)
Requirement already satisfied: six>=1.5 in /var/jenkins_home/.local/lib/python3.8/site-packages (from python-dateutil>=2.7.3->pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.15.0)
Requirement already satisfied: heapdict in /var/jenkins_home/.local/lib/python3.8/site-packages/HeapDict-1.0.1-py3.8.egg (from zict>=0.1.3->distributed>=2021.11.2->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.0.1)
Requirement already satisfied: h2<5,>=3.1.0 in /usr/local/lib/python3.8/dist-packages (from grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (4.1.0)
Requirement already satisfied: multidict in /usr/local/lib/python3.8/dist-packages (from grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (6.0.2)
Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.8/dist-packages (from jinja2->distributed>=2021.11.2->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2.1.1)
Requirement already satisfied: hyperframe<7,>=6.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (6.0.1)
Requirement already satisfied: hpack<5,>=4.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (4.0.0)
Installing collected packages: llvmlite
  Attempting uninstall: llvmlite
    Found existing installation: llvmlite 0.39.1
    Not uninstalling llvmlite at /usr/local/lib/python3.8/dist-packages, outside environment /var/jenkins_home/workspace/merlin_merlin/merlin/.tox/test-gpu
    Can't uninstall 'llvmlite'. No files were found to uninstall.
Successfully installed llvmlite-0.38.1
test-gpu run-test: commands[1] | python -m pip install --upgrade git+https://github.com/NVIDIA-Merlin/models.git
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Collecting git+https://github.com/NVIDIA-Merlin/models.git
  Cloning https://github.com/NVIDIA-Merlin/models.git to /tmp/pip-req-build-m0b22iap
  Running command git clone --filter=blob:none --quiet https://github.com/NVIDIA-Merlin/models.git /tmp/pip-req-build-m0b22iap
  Resolved https://github.com/NVIDIA-Merlin/models.git to commit a00b40ba368fab17577c582a233f711c6285e6fb
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): finished with status 'done'
Requirement already satisfied: merlin-core>=0.2.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-models==0.7.0+6.ga00b40ba) (0.3.0+12.g78ecddd)
Requirement already satisfied: pandas<1.4.0dev0,>=1.2.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (1.3.5)
Requirement already satisfied: numba>=0.54 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+6.ga00b40ba) (0.55.1)
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Building wheels for collected packages: merlin-models
  Building wheel for merlin-models (pyproject.toml): started
  Building wheel for merlin-models (pyproject.toml): finished with status 'done'
  Created wheel for merlin-models: filename=merlin_models-0.7.0+6.ga00b40ba-py3-none-any.whl size=322821 sha256=96ed765f9177a1f4213ed1a0b22487d7ad559c9ae93d7ad07bbbb94abbbe06c9
  Stored in directory: /tmp/pip-ephem-wheel-cache-ecqltobh/wheels/5a/43/99/d50fe2c33b4f4686db73207ce3865e0d6be6609ffb03abade5
Successfully built merlin-models
Installing collected packages: merlin-models
  Attempting uninstall: merlin-models
    Found existing installation: merlin-models 0.7.0+6.ga00b40ba3
    Not uninstalling merlin-models at /usr/local/lib/python3.8/dist-packages, outside environment /var/jenkins_home/workspace/merlin_merlin/merlin/.tox/test-gpu
    Can't uninstall 'merlin-models'. No files were found to uninstall.
Successfully installed merlin-models-0.7.0+6.ga00b40ba
test-gpu run-test: commands[2] | python -m pip install --upgrade git+https://github.com/NVIDIA-Merlin/NVTabular.git
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Collecting git+https://github.com/NVIDIA-Merlin/NVTabular.git
  Cloning https://github.com/NVIDIA-Merlin/NVTabular.git to /tmp/pip-req-build-js2112ww
  Running command git clone --filter=blob:none --quiet https://github.com/NVIDIA-Merlin/NVTabular.git /tmp/pip-req-build-js2112ww
  Resolved https://github.com/NVIDIA-Merlin/NVTabular.git to commit 95e12d34728eb74c107780906635955144d8c90b
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): finished with status 'done'
Requirement already satisfied: scipy in /usr/local/lib/python3.8/dist-packages (from nvtabular==1.4.0+8.g95e12d34) (1.9.1)
Requirement already satisfied: merlin-core>=0.2.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from nvtabular==1.4.0+8.g95e12d34) (0.3.0+12.g78ecddd)
Requirement already satisfied: pandas<1.4.0dev0,>=1.2.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.3.5)
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Requirement already satisfied: tqdm>=4.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (4.64.1)
Requirement already satisfied: distributed>=2021.11.2 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (2022.3.0)
Requirement already satisfied: tensorflow-metadata>=1.2.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.10.0)
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Requirement already satisfied: packaging in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (21.3)
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Requirement already satisfied: psutil>=5.0 in /var/jenkins_home/.local/lib/python3.8/site-packages/psutil-5.8.0-py3.8-linux-x86_64.egg (from distributed>=2021.11.2->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (5.8.0)
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Requirement already satisfied: sortedcontainers!=2.0.0,!=2.0.1 in /var/jenkins_home/.local/lib/python3.8/site-packages/sortedcontainers-2.4.0-py3.8.egg (from distributed>=2021.11.2->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (2.4.0)
Requirement already satisfied: setuptools in ./.tox/test-gpu/lib/python3.8/site-packages (from numba>=0.54->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (65.3.0)
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Requirement already satisfied: pytz>=2017.3 in /usr/local/lib/python3.8/dist-packages (from pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (2022.2.1)
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Requirement already satisfied: absl-py<2.0.0,>=0.9 in /usr/local/lib/python3.8/dist-packages (from tensorflow-metadata>=1.2.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.2.0)
Requirement already satisfied: locket in /var/jenkins_home/.local/lib/python3.8/site-packages/locket-0.2.1-py3.8.egg (from partd>=0.3.10->dask>=2021.11.2->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (0.2.1)
Requirement already satisfied: six>=1.5 in /var/jenkins_home/.local/lib/python3.8/site-packages (from python-dateutil>=2.7.3->pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.15.0)
Requirement already satisfied: heapdict in /var/jenkins_home/.local/lib/python3.8/site-packages/HeapDict-1.0.1-py3.8.egg (from zict>=0.1.3->distributed>=2021.11.2->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.0.1)
Requirement already satisfied: h2<5,>=3.1.0 in /usr/local/lib/python3.8/dist-packages (from grpclib->betterproto<2.0.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (4.1.0)
Requirement already satisfied: multidict in /usr/local/lib/python3.8/dist-packages (from grpclib->betterproto<2.0.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (6.0.2)
Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.8/dist-packages (from jinja2->distributed>=2021.11.2->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (2.1.1)
Requirement already satisfied: hyperframe<7,>=6.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (6.0.1)
Requirement already satisfied: hpack<5,>=4.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (4.0.0)
Building wheels for collected packages: nvtabular
  Building wheel for nvtabular (pyproject.toml): started
  Building wheel for nvtabular (pyproject.toml): finished with status 'done'
  Created wheel for nvtabular: filename=nvtabular-1.4.0+8.g95e12d34-cp38-cp38-linux_x86_64.whl size=266277 sha256=7c2e3d452c78e2bf8356723a7e79506d26a6afbda6bca313f13599bd0a57b54b
  Stored in directory: /tmp/pip-ephem-wheel-cache-dm7nojc7/wheels/c2/16/76/39994bff39d812513de5b5572bff0903b9eb8f6c645b44cedc
Successfully built nvtabular
Installing collected packages: nvtabular
  Attempting uninstall: nvtabular
    Found existing installation: nvtabular 1.1.1
    Not uninstalling nvtabular at /var/jenkins_home/.local/lib/python3.8/site-packages, outside environment /var/jenkins_home/workspace/merlin_merlin/merlin/.tox/test-gpu
    Can't uninstall 'nvtabular'. No files were found to uninstall.
Successfully installed nvtabular-1.4.0+8.g95e12d34
test-gpu run-test: commands[3] | python -m pip install --upgrade git+https://github.com/NVIDIA-Merlin/core.git
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Collecting git+https://github.com/NVIDIA-Merlin/core.git
  Cloning https://github.com/NVIDIA-Merlin/core.git to /tmp/pip-req-build-fw7paygt
  Running command git clone --filter=blob:none --quiet https://github.com/NVIDIA-Merlin/core.git /tmp/pip-req-build-fw7paygt
  Resolved https://github.com/NVIDIA-Merlin/core.git to commit 5926fcfc0776c112680cbca28553c15211c2fda7
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): finished with status 'done'
Requirement already satisfied: pandas<1.4.0dev0,>=1.2.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core==0.6.0+1.g5926fcf) (1.3.5)
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Requirement already satisfied: hpack<5,>=4.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core==0.6.0+1.g5926fcf) (4.0.0)
Building wheels for collected packages: merlin-core
  Building wheel for merlin-core (pyproject.toml): started
  Building wheel for merlin-core (pyproject.toml): finished with status 'done'
  Created wheel for merlin-core: filename=merlin_core-0.6.0+1.g5926fcf-py3-none-any.whl size=113625 sha256=84115c1854917ab24ed6f4cc221fffaef099b2d8edcd6c202badd6c40a71d82b
  Stored in directory: /tmp/pip-ephem-wheel-cache-v2hs1x29/wheels/c8/38/16/a6968787eafcec5fa772148af8408b089562f71af0752e8e84
Successfully built merlin-core
Installing collected packages: merlin-core
  Attempting uninstall: merlin-core
    Found existing installation: merlin-core 0.3.0+12.g78ecddd
    Not uninstalling merlin-core at /var/jenkins_home/.local/lib/python3.8/site-packages, outside environment /var/jenkins_home/workspace/merlin_merlin/merlin/.tox/test-gpu
    Can't uninstall 'merlin-core'. No files were found to uninstall.
Successfully installed merlin-core-0.6.0+1.g5926fcf
test-gpu run-test: commands[4] | python -m pytest --cov-report term --cov merlin -rxs tests/unit
============================= test session starts ==============================
platform linux -- Python 3.8.10, pytest-7.1.3, pluggy-1.0.0
cachedir: .tox/test-gpu/.pytest_cache
rootdir: /var/jenkins_home/workspace/merlin_merlin/merlin
plugins: anyio-3.5.0, xdist-2.5.0, forked-1.4.0, cov-3.0.0
collected 3 items
tests/unit/test_version.py .                                             [ 33%]

tests/unit/examples/test_building_deploying_multi_stage_RecSys.py s      [ 66%]

tests/unit/examples/test_scaling_criteo_merlin_models.py F               [100%]
=================================== FAILURES ===================================

__________________________________ test_func ___________________________________
self = <testbook.client.TestbookNotebookClient object at 0x7f5711c018e0>

cell = [31], kwargs = {}, cell_indexes = [31], executed_cells = [], idx = 31
def execute_cell(self, cell, **kwargs) -> Union[Dict, List[Dict]]:
    """
    Executes a cell or list of cells
    """
    if isinstance(cell, slice):
        start, stop = self._cell_index(cell.start), self._cell_index(cell.stop)
        if cell.step is not None:
            raise TestbookError('testbook does not support step argument')

        cell = range(start, stop + 1)
    elif isinstance(cell, str) or isinstance(cell, int):
        cell = [cell]

    cell_indexes = cell

    if all(isinstance(x, str) for x in cell):
        cell_indexes = [self._cell_index(tag) for tag in cell]

    executed_cells = []
    for idx in cell_indexes:
        try:


          cell = super().execute_cell(self.nb['cells'][idx], idx, **kwargs)


../../../.local/lib/python3.8/site-packages/testbook/client.py:133:

args = (<testbook.client.TestbookNotebookClient object at 0x7f5711c018e0>, {'id': '4e589f9f', 'cell_type': 'code', 'metadata'...[38;5;241m.\x1b[39mis_server_ready()\n', '\x1b[0;31mRuntimeError\x1b[0m: Tritonserver failed to start (ret=1)']}]}, 31)

kwargs = {}
def wrapped(*args, **kwargs):


  return just_run(coro(*args, **kwargs))


../../../.local/lib/python3.8/site-packages/nbclient/util.py:84:

coro = <coroutine object NotebookClient.async_execute_cell at 0x7f571244c6c0>
def just_run(coro: Awaitable) -> Any:
    """Make the coroutine run, even if there is an event loop running (using nest_asyncio)"""
    # original from vaex/asyncio.py
    loop = asyncio._get_running_loop()
    if loop is None:
        had_running_loop = False
        try:
            loop = asyncio.get_event_loop()
        except RuntimeError:
            # we can still get 'There is no current event loop in ...'
            loop = asyncio.new_event_loop()
            asyncio.set_event_loop(loop)
    else:
        had_running_loop = True
    if had_running_loop:
        # if there is a running loop, we patch using nest_asyncio
        # to have reentrant event loops
        check_ipython()
        import nest_asyncio

        nest_asyncio.apply()
        check_patch_tornado()


  return loop.run_until_complete(coro)


../../../.local/lib/python3.8/site-packages/nbclient/util.py:62:

self = <_UnixSelectorEventLoop running=False closed=False debug=False>

future = <Task finished name='Task-228' coro=<NotebookClient.async_execute_cell() done, defined at /var/jenkins_home/.local/lib...0;31mRuntimeError\x1b[0m: Tritonserver failed to start (ret=1)\nRuntimeError: Tritonserver failed to start (ret=1)\n')>
def run_until_complete(self, future):
    """Run until the Future is done.

    If the argument is a coroutine, it is wrapped in a Task.

    WARNING: It would be disastrous to call run_until_complete()
    with the same coroutine twice -- it would wrap it in two
    different Tasks and that can't be good.

    Return the Future's result, or raise its exception.
    """
    self._check_closed()
    self._check_running()

    new_task = not futures.isfuture(future)
    future = tasks.ensure_future(future, loop=self)
    if new_task:
        # An exception is raised if the future didn't complete, so there
        # is no need to log the "destroy pending task" message
        future._log_destroy_pending = False

    future.add_done_callback(_run_until_complete_cb)
    try:
        self.run_forever()
    except:
        if new_task and future.done() and not future.cancelled():
            # The coroutine raised a BaseException. Consume the exception
            # to not log a warning, the caller doesn't have access to the
            # local task.
            future.exception()
        raise
    finally:
        future.remove_done_callback(_run_until_complete_cb)
    if not future.done():
        raise RuntimeError('Event loop stopped before Future completed.')


  return future.result()


/usr/lib/python3.8/asyncio/base_events.py:616:

self = <testbook.client.TestbookNotebookClient object at 0x7f5711c018e0>

cell = {'id': '4e589f9f', 'cell_type': 'code', 'metadata': {'execution': {'iopub.status.busy': '2022-09-20T13:30:26.943704Z',...t\x1b[38;5;241m.\x1b[39mis_server_ready()\n', '\x1b[0;31mRuntimeError\x1b[0m: Tritonserver failed to start (ret=1)']}]}

cell_index = 31, execution_count = None, store_history = True
async def async_execute_cell(
    self,
    cell: NotebookNode,
    cell_index: int,
    execution_count: t.Optional[int] = None,
    store_history: bool = True,
) -> NotebookNode:
    """
    Executes a single code cell.

    To execute all cells see :meth:`execute`.

    Parameters
    ----------
    cell : nbformat.NotebookNode
        The cell which is currently being processed.
    cell_index : int
        The position of the cell within the notebook object.
    execution_count : int
        The execution count to be assigned to the cell (default: Use kernel response)
    store_history : bool
        Determines if history should be stored in the kernel (default: False).
        Specific to ipython kernels, which can store command histories.

    Returns
    -------
    output : dict
        The execution output payload (or None for no output).

    Raises
    ------
    CellExecutionError
        If execution failed and should raise an exception, this will be raised
        with defaults about the failure.

    Returns
    -------
    cell : NotebookNode
        The cell which was just processed.
    """
    assert self.kc is not None

    await run_hook(self.on_cell_start, cell=cell, cell_index=cell_index)

    if cell.cell_type != 'code' or not cell.source.strip():
        self.log.debug("Skipping non-executing cell %s", cell_index)
        return cell

    if self.skip_cells_with_tag in cell.metadata.get("tags", []):
        self.log.debug("Skipping tagged cell %s", cell_index)
        return cell

    if self.record_timing:  # clear execution metadata prior to execution
        cell['metadata']['execution'] = {}

    self.log.debug("Executing cell:\n%s", cell.source)

    cell_allows_errors = (not self.force_raise_errors) and (
        self.allow_errors or "raises-exception" in cell.metadata.get("tags", [])
    )

    await run_hook(self.on_cell_execute, cell=cell, cell_index=cell_index)
    parent_msg_id = await ensure_async(
        self.kc.execute(
            cell.source, store_history=store_history, stop_on_error=not cell_allows_errors
        )
    )
    await run_hook(self.on_cell_complete, cell=cell, cell_index=cell_index)
    # We launched a code cell to execute
    self.code_cells_executed += 1
    exec_timeout = self._get_timeout(cell)

    cell.outputs = []
    self.clear_before_next_output = False

    task_poll_kernel_alive = asyncio.ensure_future(self._async_poll_kernel_alive())
    task_poll_output_msg = asyncio.ensure_future(
        self._async_poll_output_msg(parent_msg_id, cell, cell_index)
    )
    self.task_poll_for_reply = asyncio.ensure_future(
        self._async_poll_for_reply(
            parent_msg_id, cell, exec_timeout, task_poll_output_msg, task_poll_kernel_alive
        )
    )
    try:
        exec_reply = await self.task_poll_for_reply
    except asyncio.CancelledError:
        # can only be cancelled by task_poll_kernel_alive when the kernel is dead
        task_poll_output_msg.cancel()
        raise DeadKernelError("Kernel died")
    except Exception as e:
        # Best effort to cancel request if it hasn't been resolved
        try:
            # Check if the task_poll_output is doing the raising for us
            if not isinstance(e, CellControlSignal):
                task_poll_output_msg.cancel()
        finally:
            raise

    if execution_count:
        cell['execution_count'] = execution_count


  await self._check_raise_for_error(cell, cell_index, exec_reply)


../../../.local/lib/python3.8/site-packages/nbclient/client.py:965:

self = <testbook.client.TestbookNotebookClient object at 0x7f5711c018e0>

cell = {'id': '4e589f9f', 'cell_type': 'code', 'metadata': {'execution': {'iopub.status.busy': '2022-09-20T13:30:26.943704Z',...t\x1b[38;5;241m.\x1b[39mis_server_ready()\n', '\x1b[0;31mRuntimeError\x1b[0m: Tritonserver failed to start (ret=1)']}]}

cell_index = 31

exec_reply = {'buffers': [], 'content': {'ename': 'RuntimeError', 'engine_info': {'engine_id': -1, 'engine_uuid': 'ef44d811-dbcf-42...e, 'engine': 'ef44d811-dbcf-4220-888d-58ed935edb85', 'started': '2022-09-20T13:30:26.944030Z', 'status': 'error'}, ...}
async def _check_raise_for_error(
    self, cell: NotebookNode, cell_index: int, exec_reply: t.Optional[t.Dict]
) -> None:

    if exec_reply is None:
        return None

    exec_reply_content = exec_reply['content']
    if exec_reply_content['status'] != 'error':
        return None

    cell_allows_errors = (not self.force_raise_errors) and (
        self.allow_errors
        or exec_reply_content.get('ename') in self.allow_error_names
        or "raises-exception" in cell.metadata.get("tags", [])
    )
    await run_hook(self.on_cell_error, cell=cell, cell_index=cell_index)
    if not cell_allows_errors:


      raise CellExecutionError.from_cell_and_msg(cell, exec_reply_content)


E           nbclient.exceptions.CellExecutionError: An error occurred while executing the following cell:

E           ------------------

E

E           import shutil

E           from merlin.systems.triton.utils import run_ensemble_on_tritonserver

E           outputs = ensemble.output_schema.column_names

E           response = run_ensemble_on_tritonserver(

E               "/tmp/output/criteo/ensemble/",workflow.input_schema, batch.fillna(0),

E               outputs, "ensemble_model"

E           )

E           response = [x.tolist()[0] for x in response["label/binary_classification_task"]]

E           shutil.rmtree("/tmp/input/criteo", ignore_errors=True)

E           shutil.rmtree("/tmp/output/criteo", ignore_errors=True)

E

E           ------------------

E

E           �[0;31m---------------------------------------------------------------------------�[0m

E           �[0;31mRuntimeError�[0m                              Traceback (most recent call last)

E           Cell �[0;32mIn [13], line 4�[0m

E           �[1;32m      2�[0m �[38;5;28;01mfrom�[39;00m �[38;5;21;01mmerlin�[39;00m�[38;5;21;01m.�[39;00m�[38;5;21;01msystems�[39;00m�[38;5;21;01m.�[39;00m�[38;5;21;01mtriton�[39;00m�[38;5;21;01m.�[39;00m�[38;5;21;01mutils�[39;00m �[38;5;28;01mimport�[39;00m run_ensemble_on_tritonserver

E           �[1;32m      3�[0m outputs �[38;5;241m=�[39m ensemble�[38;5;241m.�[39moutput_schema�[38;5;241m.�[39mcolumn_names

E           �[0;32m----> 4�[0m response �[38;5;241m=�[39m �[43mrun_ensemble_on_tritonserver�[49m�[43m(�[49m

E           �[1;32m      5�[0m �[43m    �[49m�[38;5;124;43m"�[39;49m�[38;5;124;43m/tmp/output/criteo/ensemble/�[39;49m�[38;5;124;43m"�[39;49m�[43m,�[49m�[43mworkflow�[49m�[38;5;241;43m.�[39;49m�[43minput_schema�[49m�[43m,�[49m�[43m �[49m�[43mbatch�[49m�[38;5;241;43m.�[39;49m�[43mfillna�[49m�[43m(�[49m�[38;5;241;43m0�[39;49m�[43m)�[49m�[43m,�[49m

E           �[1;32m      6�[0m �[43m    �[49m�[43moutputs�[49m�[43m,�[49m�[43m �[49m�[38;5;124;43m"�[39;49m�[38;5;124;43mensemble_model�[39;49m�[38;5;124;43m"�[39;49m

E           �[1;32m      7�[0m �[43m)�[49m

E           �[1;32m      8�[0m response �[38;5;241m=�[39m [x�[38;5;241m.�[39mtolist()[�[38;5;241m0�[39m] �[38;5;28;01mfor�[39;00m x �[38;5;129;01min�[39;00m response[�[38;5;124m"�[39m�[38;5;124mlabel/binary_classification_task�[39m�[38;5;124m"�[39m]]

E           �[1;32m      9�[0m shutil�[38;5;241m.�[39mrmtree(�[38;5;124m"�[39m�[38;5;124m/tmp/input/criteo�[39m�[38;5;124m"�[39m, ignore_errors�[38;5;241m=�[39m�[38;5;28;01mTrue�[39;00m)

E

E           File �[0;32m/usr/local/lib/python3.8/dist-packages/merlin/systems/triton/utils.py:138�[0m, in �[0;36mrun_ensemble_on_tritonserver�[0;34m(tmpdir, schema, df, output_columns, model_name)�[0m

E           �[1;32m    115�[0m �[38;5;124;03m"""Starts up a Triton server instance, loads up the ensemble model,�[39;00m

E           �[1;32m    116�[0m �[38;5;124;03mprepares the inference request and returns the unparsed inference�[39;00m

E           �[1;32m    117�[0m �[38;5;124;03mresponse.�[39;00m

E           �[0;32m   (...)�[0m

E           �[1;32m    135�[0m �[38;5;124;03m    the results of the prediction, parsed by output column name.�[39;00m

E           �[1;32m    136�[0m �[38;5;124;03m"""�[39;00m

E           �[1;32m    137�[0m response �[38;5;241m=�[39m �[38;5;28;01mNone�[39;00m

E           �[0;32m--> 138�[0m �[38;5;28;01mwith�[39;00m run_triton_server(tmpdir) �[38;5;28;01mas�[39;00m client:

E           �[1;32m    139�[0m     response �[38;5;241m=�[39m send_triton_request(

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E           �[1;32m    143�[0m �[38;5;28;01mreturn�[39;00m response

E

E           File �[0;32m/usr/lib/python3.8/contextlib.py:113�[0m, in �[0;36m_GeneratorContextManager.__enter__�[0;34m(self)�[0m

E           �[1;32m    111�[0m �[38;5;28;01mdel�[39;00m �[38;5;28mself�[39m�[38;5;241m.�[39margs, �[38;5;28mself�[39m�[38;5;241m.�[39mkwds, �[38;5;28mself�[39m�[38;5;241m.�[39mfunc

E           �[1;32m    112�[0m �[38;5;28;01mtry�[39;00m:

E           �[0;32m--> 113�[0m     �[38;5;28;01mreturn�[39;00m �[38;5;28;43mnext�[39;49m�[43m(�[49m�[38;5;28;43mself�[39;49m�[38;5;241;43m.�[39;49m�[43mgen�[49m�[43m)�[49m

E           �[1;32m    114�[0m �[38;5;28;01mexcept�[39;00m �[38;5;167;01mStopIteration�[39;00m:

E           �[1;32m    115�[0m     �[38;5;28;01mraise�[39;00m �[38;5;167;01mRuntimeError�[39;00m(�[38;5;124m"�[39m�[38;5;124mgenerator didn�[39m�[38;5;124m'�[39m�[38;5;124mt yield�[39m�[38;5;124m"�[39m) �[38;5;28;01mfrom�[39;00m �[38;5;28mNone�[39m

E

E           File �[0;32m/usr/local/lib/python3.8/dist-packages/merlin/systems/triton/utils.py:81�[0m, in �[0;36mrun_triton_server�[0;34m(model_repository, grpc_host, grpc_port, backend_config)�[0m

E           �[1;32m     79�[0m �[38;5;28;01mif�[39;00m process�[38;5;241m.�[39mpoll() �[38;5;129;01mis�[39;00m �[38;5;129;01mnot�[39;00m �[38;5;28;01mNone�[39;00m:

E           �[1;32m     80�[0m     retcode �[38;5;241m=�[39m process�[38;5;241m.�[39mreturncode

E           �[0;32m---> 81�[0m     �[38;5;28;01mraise�[39;00m �[38;5;167;01mRuntimeError�[39;00m(�[38;5;124mf�[39m�[38;5;124m"�[39m�[38;5;124mTritonserver failed to start (ret=�[39m�[38;5;132;01m{�[39;00mretcode�[38;5;132;01m}�[39;00m�[38;5;124m)�[39m�[38;5;124m"�[39m)

E           �[1;32m     83�[0m �[38;5;28;01mtry�[39;00m:

E           �[1;32m     84�[0m     ready �[38;5;241m=�[39m client�[38;5;241m.�[39mis_server_ready()

E

E           �[0;31mRuntimeError�[0m: Tritonserver failed to start (ret=1)

E           RuntimeError: Tritonserver failed to start (ret=1)
../../../.local/lib/python3.8/site-packages/nbclient/client.py:862: CellExecutionError
During handling of the above exception, another exception occurred:
def test_func():
    with testbook(
        REPO_ROOT / "examples" / "scaling-criteo" / "02-ETL-with-NVTabular.ipynb",
        execute=False,
        timeout=180,
    ) as tb1:
        tb1.inject(
            """
            import os
            os.environ["BASE_DIR"] = "/tmp/input/criteo/"
            os.environ["INPUT_DATA_DIR"] = "/tmp/input/criteo/"
            os.environ["OUTPUT_DATA_DIR"] = "/tmp/output/criteo/"
            os.system("mkdir -p /tmp/input/criteo")
            os.system("mkdir -p /tmp/output/criteo")

            from merlin.datasets.synthetic import generate_data

            train, valid = generate_data("criteo", int(100000), set_sizes=(0.7, 0.3))

            train.to_ddf().compute().to_parquet('/tmp/input/criteo/day_0.parquet')
            valid.to_ddf().compute().to_parquet('/tmp/input/criteo/day_1.parquet')
            """
        )
        tb1.execute()
        assert os.path.isfile("/tmp/output/criteo/train/part_0.parquet")
        assert os.path.isfile("/tmp/output/criteo/valid/part_0.parquet")
        assert os.path.isfile("/tmp/output/criteo/workflow/metadata.json")

    with testbook(
        REPO_ROOT
        / "examples"
        / "scaling-criteo"
        / "03-Training-with-Merlin-Models-TensorFlow.ipynb",
        execute=False,
        timeout=180,
    ) as tb2:
        tb2.inject(
            """
            import os
            os.environ["INPUT_DATA_DIR"] = "/tmp/output/criteo/"
            """
        )
        tb2.execute()
        metrics = tb2.ref("eval_metrics")
        assert set(metrics.keys()) == set(
            [
                "auc",
                "binary_accuracy",
                "loss",
                "precision",
                "recall",
                "regularization_loss",
            ]
        )
        assert os.path.isfile("/tmp/output/criteo/dlrm/saved_model.pb")

    with testbook(
        REPO_ROOT
        / "examples"
        / "scaling-criteo"
        / "04-Triton-Inference-with-Merlin-Models-TensorFlow.ipynb",
        execute=False,
        timeout=180,
    ) as tb3:
        tb3.inject(
            """
            import os
            os.environ["BASE_DIR"] = "/tmp/output/criteo/"
            os.environ["INPUT_FOLDER"] = "/tmp/input/criteo/"
            """
        )
        NUM_OF_CELLS = len(tb3.cells)
        tb3.execute_cell(list(range(0, NUM_OF_CELLS - 5)))


      tb3.inject(


            """
            import shutil
            from merlin.systems.triton.utils import run_ensemble_on_tritonserver
            outputs = ensemble.output_schema.column_names
            response = run_ensemble_on_tritonserver(
                "/tmp/output/criteo/ensemble/",workflow.input_schema, batch.fillna(0),
                outputs, "ensemble_model"
            )
            response = [x.tolist()[0] for x in response["label/binary_classification_task"]]
            shutil.rmtree("/tmp/input/criteo", ignore_errors=True)
            shutil.rmtree("/tmp/output/criteo", ignore_errors=True)
            """
        )

tests/unit/examples/test_scaling_criteo_merlin_models.py:83:

../../../.local/lib/python3.8/site-packages/testbook/client.py:237: in inject

cell = TestbookNode(self.execute_cell(inject_idx)) if run else TestbookNode(code_cell)

self = <testbook.client.TestbookNotebookClient object at 0x7f5711c018e0>

cell = [31], kwargs = {}, cell_indexes = [31], executed_cells = [], idx = 31
def execute_cell(self, cell, **kwargs) -> Union[Dict, List[Dict]]:
    """
    Executes a cell or list of cells
    """
    if isinstance(cell, slice):
        start, stop = self._cell_index(cell.start), self._cell_index(cell.stop)
        if cell.step is not None:
            raise TestbookError('testbook does not support step argument')

        cell = range(start, stop + 1)
    elif isinstance(cell, str) or isinstance(cell, int):
        cell = [cell]

    cell_indexes = cell

    if all(isinstance(x, str) for x in cell):
        cell_indexes = [self._cell_index(tag) for tag in cell]

    executed_cells = []
    for idx in cell_indexes:
        try:
            cell = super().execute_cell(self.nb['cells'][idx], idx, **kwargs)
        except CellExecutionError as ce:


          raise TestbookRuntimeError(ce.evalue, ce, self._get_error_class(ce.ename))


E               testbook.exceptions.TestbookRuntimeError: An error occurred while executing the following cell:

E               ------------------

E

E               import shutil

E               from merlin.systems.triton.utils import run_ensemble_on_tritonserver

E               outputs = ensemble.output_schema.column_names

E               response = run_ensemble_on_tritonserver(

E                   "/tmp/output/criteo/ensemble/",workflow.input_schema, batch.fillna(0),

E                   outputs, "ensemble_model"

E               )

E               response = [x.tolist()[0] for x in response["label/binary_classification_task"]]

E               shutil.rmtree("/tmp/input/criteo", ignore_errors=True)

E               shutil.rmtree("/tmp/output/criteo", ignore_errors=True)

E

E               ------------------

E

E               �[0;31m---------------------------------------------------------------------------�[0m

E               �[0;31mRuntimeError�[0m                              Traceback (most recent call last)

E               Cell �[0;32mIn [13], line 4�[0m

E               �[1;32m      2�[0m �[38;5;28;01mfrom�[39;00m �[38;5;21;01mmerlin�[39;00m�[38;5;21;01m.�[39;00m�[38;5;21;01msystems�[39;00m�[38;5;21;01m.�[39;00m�[38;5;21;01mtriton�[39;00m�[38;5;21;01m.�[39;00m�[38;5;21;01mutils�[39;00m �[38;5;28;01mimport�[39;00m run_ensemble_on_tritonserver

E               �[1;32m      3�[0m outputs �[38;5;241m=�[39m ensemble�[38;5;241m.�[39moutput_schema�[38;5;241m.�[39mcolumn_names

E               �[0;32m----> 4�[0m response �[38;5;241m=�[39m �[43mrun_ensemble_on_tritonserver�[49m�[43m(�[49m

E               �[1;32m      5�[0m �[43m    �[49m�[38;5;124;43m"�[39;49m�[38;5;124;43m/tmp/output/criteo/ensemble/�[39;49m�[38;5;124;43m"�[39;49m�[43m,�[49m�[43mworkflow�[49m�[38;5;241;43m.�[39;49m�[43minput_schema�[49m�[43m,�[49m�[43m �[49m�[43mbatch�[49m�[38;5;241;43m.�[39;49m�[43mfillna�[49m�[43m(�[49m�[38;5;241;43m0�[39;49m�[43m)�[49m�[43m,�[49m

E               �[1;32m      6�[0m �[43m    �[49m�[43moutputs�[49m�[43m,�[49m�[43m �[49m�[38;5;124;43m"�[39;49m�[38;5;124;43mensemble_model�[39;49m�[38;5;124;43m"�[39;49m

E               �[1;32m      7�[0m �[43m)�[49m

E               �[1;32m      8�[0m response �[38;5;241m=�[39m [x�[38;5;241m.�[39mtolist()[�[38;5;241m0�[39m] �[38;5;28;01mfor�[39;00m x �[38;5;129;01min�[39;00m response[�[38;5;124m"�[39m�[38;5;124mlabel/binary_classification_task�[39m�[38;5;124m"�[39m]]

E               �[1;32m      9�[0m shutil�[38;5;241m.�[39mrmtree(�[38;5;124m"�[39m�[38;5;124m/tmp/input/criteo�[39m�[38;5;124m"�[39m, ignore_errors�[38;5;241m=�[39m�[38;5;28;01mTrue�[39;00m)

E

E               File �[0;32m/usr/local/lib/python3.8/dist-packages/merlin/systems/triton/utils.py:138�[0m, in �[0;36mrun_ensemble_on_tritonserver�[0;34m(tmpdir, schema, df, output_columns, model_name)�[0m

E               �[1;32m    115�[0m �[38;5;124;03m"""Starts up a Triton server instance, loads up the ensemble model,�[39;00m

E               �[1;32m    116�[0m �[38;5;124;03mprepares the inference request and returns the unparsed inference�[39;00m

E               �[1;32m    117�[0m �[38;5;124;03mresponse.�[39;00m

E               �[0;32m   (...)�[0m

E               �[1;32m    135�[0m �[38;5;124;03m    the results of the prediction, parsed by output column name.�[39;00m

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E               �[1;32m    137�[0m response �[38;5;241m=�[39m �[38;5;28;01mNone�[39;00m

E               �[0;32m--> 138�[0m �[38;5;28;01mwith�[39;00m run_triton_server(tmpdir) �[38;5;28;01mas�[39;00m client:

E               �[1;32m    139�[0m     response �[38;5;241m=�[39m send_triton_request(

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E

E               File �[0;32m/usr/lib/python3.8/contextlib.py:113�[0m, in �[0;36m_GeneratorContextManager.__enter__�[0;34m(self)�[0m

E               �[1;32m    111�[0m �[38;5;28;01mdel�[39;00m �[38;5;28mself�[39m�[38;5;241m.�[39margs, �[38;5;28mself�[39m�[38;5;241m.�[39mkwds, �[38;5;28mself�[39m�[38;5;241m.�[39mfunc

E               �[1;32m    112�[0m �[38;5;28;01mtry�[39;00m:

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E

E               File �[0;32m/usr/local/lib/python3.8/dist-packages/merlin/systems/triton/utils.py:81�[0m, in �[0;36mrun_triton_server�[0;34m(model_repository, grpc_host, grpc_port, backend_config)�[0m

E               �[1;32m     79�[0m �[38;5;28;01mif�[39;00m process�[38;5;241m.�[39mpoll() �[38;5;129;01mis�[39;00m �[38;5;129;01mnot�[39;00m �[38;5;28;01mNone�[39;00m:

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E               �[1;32m     83�[0m �[38;5;28;01mtry�[39;00m:

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E

E               �[0;31mRuntimeError�[0m: Tritonserver failed to start (ret=1)

E               RuntimeError: Tritonserver failed to start (ret=1)
../../../.local/lib/python3.8/site-packages/testbook/client.py:135: TestbookRuntimeError

----------------------------- Captured stderr call -----------------------------

2022-09-20 13:29:23,741 - distributed.preloading - INFO - Import preload module: dask_cuda.initialize

2022-09-20 13:29:23,752 - distributed.preloading - INFO - Import preload module: dask_cuda.initialize

2022-09-20 13:29:23,756 - distributed.preloading - INFO - Import preload module: dask_cuda.initialize

2022-09-20 13:29:23,787 - distributed.preloading - INFO - Import preload module: dask_cuda.initialize

/usr/lib/python3.8/multiprocessing/resource_tracker.py:216: UserWarning: resource_tracker: There appear to be 24 leaked semaphore objects to clean up at shutdown

warnings.warn('resource_tracker: There appear to be %d '

2022-09-20 13:29:42.848869: I tensorflow/core/platform/cpu_feature_guard.cc:193] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations:  AVX2 FMA

To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.

2022-09-20 13:29:46.951313: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 0

2022-09-20 13:29:46.951474: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:0 with 8139 MB memory:  -> device: 0, name: Tesla P100-DGXS-16GB, pci bus id: 0000:07:00.0, compute capability: 6.0

2022-09-20 13:29:46.952199: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 1

2022-09-20 13:29:46.952252: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:1 with 14500 MB memory:  -> device: 1, name: Tesla P100-DGXS-16GB, pci bus id: 0000:08:00.0, compute capability: 6.0

2022-09-20 13:29:46.952884: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 2

2022-09-20 13:29:46.952931: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:2 with 15149 MB memory:  -> device: 2, name: Tesla P100-DGXS-16GB, pci bus id: 0000:0e:00.0, compute capability: 6.0

2022-09-20 13:29:46.953567: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 3

2022-09-20 13:29:46.953615: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:3 with 15149 MB memory:  -> device: 3, name: Tesla P100-DGXS-16GB, pci bus id: 0000:0f:00.0, compute capability: 6.0

Error in atexit._run_exitfuncs:

Traceback (most recent call last):

File "/usr/lib/python3.8/logging/init.py", line 2127, in shutdown

h.close()

File "/usr/local/lib/python3.8/dist-packages/absl/logging/init.py", line 934, in close

self.stream.close()

File "/usr/local/lib/python3.8/dist-packages/ipykernel/iostream.py", line 438, in close

self.watch_fd_thread.join()

AttributeError: 'OutStream' object has no attribute 'watch_fd_thread'

2022-09-20 13:30:17.593717: I tensorflow/core/platform/cpu_feature_guard.cc:193] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations:  AVX2 FMA

To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.

2022-09-20 13:30:21.686422: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 0

2022-09-20 13:30:21.686577: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:0 with 13866 MB memory:  -> device: 0, name: Tesla P100-DGXS-16GB, pci bus id: 0000:07:00.0, compute capability: 6.0

2022-09-20 13:30:21.687276: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 1

2022-09-20 13:30:21.687332: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:1 with 14500 MB memory:  -> device: 1, name: Tesla P100-DGXS-16GB, pci bus id: 0000:08:00.0, compute capability: 6.0

2022-09-20 13:30:21.687965: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 2

2022-09-20 13:30:21.688011: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:2 with 15149 MB memory:  -> device: 2, name: Tesla P100-DGXS-16GB, pci bus id: 0000:0e:00.0, compute capability: 6.0

2022-09-20 13:30:21.688620: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 3

2022-09-20 13:30:21.688667: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:3 with 15149 MB memory:  -> device: 3, name: Tesla P100-DGXS-16GB, pci bus id: 0000:0f:00.0, compute capability: 6.0

I0920 13:30:27.272620 13077 pinned_memory_manager.cc:240] Pinned memory pool is created at '0x7f2b06000000' with size 268435456

I0920 13:30:27.273364 13077 cuda_memory_manager.cc:105] CUDA memory pool is created on device 0 with size 67108864

I0920 13:30:27.278408 13077 model_lifecycle.cc:459] loading: 1_predicttensorflow:1

I0920 13:30:27.278504 13077 model_lifecycle.cc:459] loading: 0_transformworkflow:1

I0920 13:30:27.557292 13077 tensorflow.cc:2536] TRITONBACKEND_Initialize: tensorflow

I0920 13:30:27.557333 13077 tensorflow.cc:2546] Triton TRITONBACKEND API version: 1.10

I0920 13:30:27.557340 13077 tensorflow.cc:2552] 'tensorflow' TRITONBACKEND API version: 1.10

I0920 13:30:27.557346 13077 tensorflow.cc:2576] backend configuration:

{"cmdline":{"auto-complete-config":"true","backend-directory":"/opt/tritonserver/backends","min-compute-capability":"6.000000","version":"2","default-max-batch-size":"4"}}

I0920 13:30:27.557399 13077 tensorflow.cc:2642] TRITONBACKEND_ModelInitialize: 1_predicttensorflow (version 1)

2022-09-20 13:30:27.558235: I tensorflow/cc/saved_model/reader.cc:43] Reading SavedModel from: /tmp/output/criteo/ensemble/1_predicttensorflow/1/model.savedmodel

2022-09-20 13:30:27.573089: I tensorflow/cc/saved_model/reader.cc:81] Reading meta graph with tags { serve }

2022-09-20 13:30:27.573140: I tensorflow/cc/saved_model/reader.cc:122] Reading SavedModel debug info (if present) from: /tmp/output/criteo/ensemble/1_predicttensorflow/1/model.savedmodel

2022-09-20 13:30:27.573274: I tensorflow/core/platform/cpu_feature_guard.cc:194] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations:  SSE3 SSE4.1 SSE4.2 AVX

To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.

2022-09-20 13:30:27.984997: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 0

2022-09-20 13:30:27.985111: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:0 with 13200 MB memory:  -> device: 0, name: Tesla P100-DGXS-16GB, pci bus id: 0000:07:00.0, compute capability: 6.0

2022-09-20 13:30:28.034975: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:354] MLIR V1 optimization pass is not enabled

2022-09-20 13:30:28.041039: I tensorflow/cc/saved_model/loader.cc:230] Restoring SavedModel bundle.

2022-09-20 13:30:28.165776: I tensorflow/cc/saved_model/loader.cc:214] Running initialization op on SavedModel bundle at path: /tmp/output/criteo/ensemble/1_predicttensorflow/1/model.savedmodel

2022-09-20 13:30:28.230359: I tensorflow/cc/saved_model/loader.cc:321] SavedModel load for tags { serve }; Status: success: OK. Took 672135 microseconds.

I0920 13:30:28.259314 13077 tensorflow.cc:2691] TRITONBACKEND_ModelInstanceInitialize: 1_predicttensorflow (GPU device 0)

2022-09-20 13:30:28.259809: I tensorflow/cc/saved_model/reader.cc:43] Reading SavedModel from: /tmp/output/criteo/ensemble/1_predicttensorflow/1/model.savedmodel

2022-09-20 13:30:28.270509: I tensorflow/cc/saved_model/reader.cc:81] Reading meta graph with tags { serve }

2022-09-20 13:30:28.270547: I tensorflow/cc/saved_model/reader.cc:122] Reading SavedModel debug info (if present) from: /tmp/output/criteo/ensemble/1_predicttensorflow/1/model.savedmodel

2022-09-20 13:30:28.272580: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:0 with 13200 MB memory:  -> device: 0, name: Tesla P100-DGXS-16GB, pci bus id: 0000:07:00.0, compute capability: 6.0

2022-09-20 13:30:28.297319: I tensorflow/cc/saved_model/loader.cc:230] Restoring SavedModel bundle.

2022-09-20 13:30:28.433607: I tensorflow/cc/saved_model/loader.cc:214] Running initialization op on SavedModel bundle at path: /tmp/output/criteo/ensemble/1_predicttensorflow/1/model.savedmodel

2022-09-20 13:30:28.498445: I tensorflow/cc/saved_model/loader.cc:321] SavedModel load for tags { serve }; Status: success: OK. Took 238640 microseconds.

I0920 13:30:28.521041 13077 tensorflow.cc:2729] TRITONBACKEND_ModelInstanceFinalize: delete instance state

I0920 13:30:28.521103 13077 tensorflow.cc:2668] TRITONBACKEND_ModelFinalize: delete model state

E0920 13:30:28.521158 13077 model_lifecycle.cc:596] failed to load '1_predicttensorflow' version 1: Invalid argument: unable to load model '1_predicttensorflow', configuration expects 78 inputs, model provides 39

I0920 13:30:32.919717 13077 python_be.cc:1767] TRITONBACKEND_ModelInstanceInitialize: 0_transformworkflow (GPU device 0)

I0920 13:30:36.351447 13077 model_lifecycle.cc:693] successfully loaded '0_transformworkflow' version 1

E0920 13:30:36.351598 13077 model_repository_manager.cc:481] Invalid argument: ensemble 'ensemble_model' depends on '1_predicttensorflow' which has no loaded version

I0920 13:30:36.351720 13077 server.cc:561]

+------------------+------+

| Repository Agent | Path |

+------------------+------+

+------------------+------+
I0920 13:30:36.351836 13077 server.cc:588]

+------------+-----------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+

| Backend    | Path                                                            | Config                                                                                                                                                                      |

+------------+-----------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+

| tensorflow | /opt/tritonserver/backends/tensorflow2/libtriton_tensorflow2.so | {"cmdline":{"auto-complete-config":"true","backend-directory":"/opt/tritonserver/backends","min-compute-capability":"6.000000","version":"2","default-max-batch-size":"4"}} |

| python     | /opt/tritonserver/backends/python/libtriton_python.so           | {"cmdline":{"auto-complete-config":"true","min-compute-capability":"6.000000","backend-directory":"/opt/tritonserver/backends","default-max-batch-size":"4"}}               |

+------------+-----------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
I0920 13:30:36.351937 13077 server.cc:631]

+---------------------+---------+-------------------------------------------------------------------------------------------------------------------------------+

| Model               | Version | Status                                                                                                                        |

+---------------------+---------+-------------------------------------------------------------------------------------------------------------------------------+

| 0_transformworkflow | 1       | READY                                                                                                                         |

| 1_predicttensorflow | 1       | UNAVAILABLE: Invalid argument: unable to load model '1_predicttensorflow', configuration expects 78 inputs, model provides 39 |

+---------------------+---------+-------------------------------------------------------------------------------------------------------------------------------+
I0920 13:30:36.414236 13077 metrics.cc:650] Collecting metrics for GPU 0: Tesla P100-DGXS-16GB

I0920 13:30:36.415085 13077 tritonserver.cc:2214]

+----------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+

| Option                           | Value                                                                                                                                                                                        |

+----------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+

| server_id                        | triton                                                                                                                                                                                       |

| server_version                   | 2.25.0                                                                                                                                                                                       |

| server_extensions                | classification sequence model_repository model_repository(unload_dependents) schedule_policy model_configuration system_shared_memory cuda_shared_memory binary_tensor_data statistics trace |

| model_repository_path[0]         | /tmp/output/criteo/ensemble/                                                                                                                                                                 |

| model_control_mode               | MODE_NONE                                                                                                                                                                                    |

| strict_model_config              | 0                                                                                                                                                                                            |

| rate_limit                       | OFF                                                                                                                                                                                          |

| pinned_memory_pool_byte_size     | 268435456                                                                                                                                                                                    |

| cuda_memory_pool_byte_size{0}    | 67108864                                                                                                                                                                                     |

| response_cache_byte_size         | 0                                                                                                                                                                                            |

| min_supported_compute_capability | 6.0                                                                                                                                                                                          |

| strict_readiness                 | 1                                                                                                                                                                                            |

| exit_timeout                     | 30                                                                                                                                                                                           |

+----------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
I0920 13:30:36.415124 13077 server.cc:262] Waiting for in-flight requests to complete.

I0920 13:30:36.415132 13077 server.cc:278] Timeout 30: Found 0 model versions that have in-flight inferences

I0920 13:30:36.415172 13077 server.cc:293] All models are stopped, unloading models

I0920 13:30:36.415182 13077 server.cc:300] Timeout 30: Found 1 live models and 0 in-flight non-inference requests

I0920 13:30:37.415266 13077 server.cc:300] Timeout 29: Found 1 live models and 0 in-flight non-inference requests

W0920 13:30:37.434101 13077 metrics.cc:468] Unable to get energy consumption for GPU 0. Status:Success, value:0

I0920 13:30:37.935300 13077 model_lifecycle.cc:578] successfully unloaded '0_transformworkflow' version 1

I0920 13:30:38.415414 13077 server.cc:300] Timeout 28: Found 0 live models and 0 in-flight non-inference requests

error: creating server: Internal - failed to load all models

W0920 13:30:38.434289 13077 metrics.cc:468] Unable to get energy consumption for GPU 0. Status:Success, value:0

Error in atexit._run_exitfuncs:

Traceback (most recent call last):

File "/usr/lib/python3.8/logging/init.py", line 2127, in shutdown

h.close()

File "/usr/local/lib/python3.8/dist-packages/absl/logging/init.py", line 934, in close

self.stream.close()

File "/usr/local/lib/python3.8/dist-packages/ipykernel/iostream.py", line 438, in close

self.watch_fd_thread.join()

AttributeError: 'OutStream' object has no attribute 'watch_fd_thread'
---------- coverage: platform linux, python 3.8.10-final-0 -----------

Name                                                                                                  Stmts   Miss  Cover
.tox/test-gpu/lib/python3.8/site-packages/merlin/core/init.py                                         2      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/core/_version.py                                         4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/core/compat.py                                           9      4    56%

.tox/test-gpu/lib/python3.8/site-packages/merlin/core/dispatch.py                                       346    221    36%

.tox/test-gpu/lib/python3.8/site-packages/merlin/core/utils.py                                          195    119    39%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/init.py                                          4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/base_operator.py                                   115     21    82%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/executors.py                                       111     50    55%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/graph.py                                            99     35    65%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/node.py                                            342    165    52%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/ops/init.py                                      4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/ops/concat_columns.py                               18      6    67%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/ops/selection.py                                    20      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/ops/subset_columns.py                               12      4    67%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/ops/subtraction.py                                  21     11    48%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/selector.py                                         88     28    68%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/init.py                                           4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/csv.py                                               57     38    33%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/dask.py                                             181    140    23%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/dataframe_engine.py                                  61     47    23%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/dataframe_iter.py                                    21      4    81%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/dataset.py                                          346    234    32%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/dataset_engine.py                                    37     13    65%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/fsspec_utils.py                                     127    108    15%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/hugectr.py                                           45     35    22%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/parquet.py                                          603    353    41%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/shuffle.py                                           38     20    47%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/worker.py                                            80     30    62%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/writer.py                                           190     90    53%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/writer_factory.py                                    18      5    72%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/init.py                                       2      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/_version.py                                       4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/config/init.py                                0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/config/schema.py                                 62     20    68%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/loader/init.py                                0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/loader/backend.py                               379    117    69%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/loader/dataframe_iter.py                         21     17    19%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/loader/tf_utils.py                               57     27    53%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/loader/utils.py                                  40     15    62%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/init.py                                   64      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/init.py                             0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/cross.py                               44     28    36%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/dlrm.py                                49     11    78%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/experts.py                             99     75    24%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/interaction.py                         93     48    48%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/mlp.py                                114     58    49%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/optimizer.py                          173    127    27%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/retrieval/init.py                   0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/retrieval/base.py                     168    125    26%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/retrieval/matrix_factorization.py      35     19    46%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/retrieval/two_tower.py                 30     18    40%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/sampling/init.py                    0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/sampling/base.py                       29     11    62%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/sampling/cross_batch.py                46     31    33%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/sampling/in_batch.py                   35     20    43%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/sampling/queue.py                     115     99    14%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/init.py                               0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/aggregation.py                          245    109    56%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/base.py                                 239    115    52%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/combinators.py                          393    144    63%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/encoder.py                               73     47    36%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/index.py                                104     68    35%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/prediction.py                            25      2    92%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/tabular.py                              271     76    72%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/dataset.py                                   213    108    49%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/inputs/init.py                             0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/inputs/base.py                                56     44    21%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/inputs/continuous.py                          33      3    91%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/inputs/embedding.py                          432    244    44%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/losses/init.py                             4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/losses/base.py                                 9      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/losses/listwise.py                            13      2    85%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/losses/pairwise.py                           113     55    51%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/metrics/init.py                            2      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/metrics/topk.py                              184     89    52%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/init.py                             0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/base.py                               543    262    52%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/benchmark.py                           16      6    62%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/ranking.py                             69     42    39%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/retrieval.py                           32     15    53%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/utils.py                               10      2    80%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/init.py                            0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/base.py                              123     90    27%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/classification.py                     82     48    41%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/contrastive.py                       135     99    27%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/regression.py                          9      2    78%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/sampling/init.py                   0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/sampling/base.py                      78     41    47%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/sampling/in_batch.py                  37     22    41%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/sampling/popularity.py                27     17    37%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/init.py                   0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/base.py                     199    109    45%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/classification.py            68     25    63%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/multi.py                      7      1    86%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/next_item.py                 59     33    44%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/regression.py                35     19    46%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/retrieval.py                 73     48    34%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/init.py                         0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/bias.py                            74     49    34%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/features.py                       239    187    22%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/noise.py                           43     28    35%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/regularization.py                  17      6    65%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/tensor.py                          91     47    48%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/typing.py                                      7      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/utils/init.py                              0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/utils/batch_utils.py                          81     56    31%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/utils/repr_utils.py                           69     48    30%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/utils/search_utils.py                         34     22    35%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/utils/tf_utils.py                            186    127    32%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/init.py                                 0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/constants.py                                3      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/dataset.py                                 33     24    27%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/doc_utils.py                               10      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/misc_utils.py                             118     90    24%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/registry.py                               101     31    69%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/schema_utils.py                            90     64    29%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/init.py                                       2      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/io/init.py                                    0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/io/proto_utils.py                                20      6    70%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/io/schema_bp.py                                 306      7    98%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/io/tensorflow_metadata.py                       191     46    76%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/schema.py                                       205     54    74%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/tags.py                                          82      8    90%

/usr/local/lib/python3.8/dist-packages/merlin/systems/init.py                                         6      0   100%

/usr/local/lib/python3.8/dist-packages/merlin/systems/_version.py                                         4      0   100%

/usr/local/lib/python3.8/dist-packages/merlin/systems/dag/init.py                                     3      0   100%

/usr/local/lib/python3.8/dist-packages/merlin/systems/dag/ensemble.py                                    78      7    91%

/usr/local/lib/python3.8/dist-packages/merlin/systems/dag/node.py                                        20      1    95%

/usr/local/lib/python3.8/dist-packages/merlin/systems/dag/op_runner.py                                   21     15    29%

/usr/local/lib/python3.8/dist-packages/merlin/systems/dag/ops/init.py                                 9      4    56%

/usr/local/lib/python3.8/dist-packages/merlin/systems/dag/ops/operator.py                                83     37    55%

/usr/local/lib/python3.8/dist-packages/merlin/systems/dag/ops/tensorflow.py                              81     19    77%

/usr/local/lib/python3.8/dist-packages/merlin/systems/dag/ops/workflow.py                                25      0   100%

/usr/local/lib/python3.8/dist-packages/merlin/systems/model_registry.py                                  16      8    50%

/usr/local/lib/python3.8/dist-packages/merlin/systems/triton/init.py                                 47     17    64%

/usr/local/lib/python3.8/dist-packages/merlin/systems/triton/conversions.py                              87     73    16%

/usr/local/lib/python3.8/dist-packages/merlin/systems/triton/export.py                                  266    210    21%

/usr/local/lib/python3.8/dist-packages/merlin/systems/triton/utils.py                                    72     26    64%

/usr/local/lib/python3.8/dist-packages/merlin/systems/workflow/init.py                               22     20     9%

/usr/local/lib/python3.8/dist-packages/merlin/systems/workflow/base.py                                  113     58    49%

/usr/local/lib/python3.8/dist-packages/merlin/systems/workflow/hugectr.py                                37     29    22%

/usr/local/lib/python3.8/dist-packages/merlin/systems/workflow/pytorch.py                                10      6    40%

/usr/local/lib/python3.8/dist-packages/merlin/systems/workflow/tensorflow.py                             32     25    22%
TOTAL                                                                                                 11902   6089    49%
=========================== short test summary info ============================

SKIPPED [1] tests/unit/examples/test_building_deploying_multi_stage_RecSys.py:16: 'NoneType' returning from faiss operator because of randomly generated data.

============== 1 failed, 1 passed, 1 skipped in 94.42s (0:01:34) ===============

/usr/local/lib/python3.8/dist-packages/coverage/inorout.py:519: CoverageWarning: Module merlin was never imported. (module-not-imported)

self.warn(f"Module {pkg} was never imported.", slug="module-not-imported")

/usr/local/lib/python3.8/dist-packages/coverage/control.py:794: CoverageWarning: No data was collected. (no-data-collected)

self._warn("No data was collected.", slug="no-data-collected")

ERROR: InvocationError for command /var/jenkins_home/workspace/merlin_merlin/merlin/.tox/test-gpu/bin/python -m pytest --cov-report term --cov merlin -rxs tests/unit (exited with code 1)

___________________________________ summary ____________________________________

ERROR:   test-gpu: commands failed

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/Merlin/issues/$ghprbPullId/comments" "/var/jenkins_home/jobs/$JOB_NAME/builds/$BUILD_NUMBER/log"

[merlin_merlin] $ /bin/bash /tmp/jenkins8327616531243379813.sh

[jperez999]

rerun tests

[nvidia-merlin-bot]

Click to view CI Results

GitHub pull request #626 of commit d6459cda1583f477363f19fe0a06332a0a7eecda, no merge conflicts.
Running as SYSTEM
Setting status of d6459cda1583f477363f19fe0a06332a0a7eecda to PENDING with url https://10.20.13.93:8080/job/merlin_merlin/460/console and message: 'Pending'
Using context: Jenkins
Building on master in workspace /var/jenkins_home/workspace/merlin_merlin
using credential systems-login
 > git rev-parse --is-inside-work-tree # timeout=10
Fetching changes from the remote Git repository
 > git config remote.origin.url https://github.com/NVIDIA-Merlin/Merlin # timeout=10
Fetching upstream changes from https://github.com/NVIDIA-Merlin/Merlin
 > git --version # timeout=10
using GIT_ASKPASS to set credentials login for merlin-systems
 > git fetch --tags --force --progress -- https://github.com/NVIDIA-Merlin/Merlin +refs/pull/626/*:refs/remotes/origin/pr/626/* # timeout=10
 > git rev-parse d6459cda1583f477363f19fe0a06332a0a7eecda^{commit} # timeout=10
Checking out Revision d6459cda1583f477363f19fe0a06332a0a7eecda (detached)
 > git config core.sparsecheckout # timeout=10
 > git checkout -f d6459cda1583f477363f19fe0a06332a0a7eecda # timeout=10
Commit message: "Changes to input and output schema for Ensemble"
 > git rev-list --no-walk bd3aaa31e748287934e19ace5432f627bd4a783b # timeout=10
[merlin_merlin] $ /bin/bash /tmp/jenkins15478582469993861380.sh
GLOB sdist-make: /var/jenkins_home/workspace/merlin_merlin/merlin/setup.py
test-gpu inst-nodeps: /var/jenkins_home/workspace/merlin_merlin/merlin/.tox/.tmp/package/1/merlin-0.0.1.zip
WARNING: Discarding $PYTHONPATH from environment, to override specify PYTHONPATH in 'passenv' in your configuration.
test-gpu installed: absl-py==1.2.0,aiohttp==3.8.1,aiosignal==1.2.0,alabaster==0.7.12,anyio==3.6.1,argon2-cffi==21.3.0,argon2-cffi-bindings==21.2.0,astroid==2.5.6,asttokens==2.0.8,astunparse==1.6.3,asv==0.5.1,asvdb==0.4.2,async-timeout==4.0.2,attrs==22.1.0,awscli==1.25.77,Babel==2.10.3,backcall==0.2.0,beautifulsoup4==4.11.1,betterproto==1.2.5,black==22.6.0,bleach==5.0.1,boto3==1.24.75,botocore==1.27.76,Brotli==1.0.9,cachetools==5.2.0,certifi==2019.11.28,cffi==1.15.1,chardet==3.0.4,charset-normalizer==2.1.1,clang==5.0,click==8.1.3,cloudpickle==2.2.0,cmake==3.24.1.1,colorama==0.4.4,contourpy==1.0.5,coverage==6.4.4,cuda-python==11.7.1,cupy-cuda117==10.6.0,cycler==0.11.0,Cython==0.29.32,dask==2022.1.1,dbus-python==1.2.16,debugpy==1.6.3,decorator==5.1.1,defusedxml==0.7.1,dill==0.3.5.1,distlib==0.3.6,distributed==2022.5.1,distro==1.7.0,dm-tree==0.1.6,docker-pycreds==0.4.0,docutils==0.16,emoji==1.7.0,entrypoints==0.4,execnet==1.9.0,executing==1.0.0,faiss==1.7.2,faiss-gpu==1.7.2,fastai==2.7.9,fastapi==0.85.0,fastavro==1.6.1,fastcore==1.5.27,fastdownload==0.0.7,fastjsonschema==2.16.1,fastprogress==1.0.3,fastrlock==0.8,feast==0.19.4,fiddle==0.2.2,filelock==3.8.0,flatbuffers==1.12,fonttools==4.37.2,frozenlist==1.3.1,fsspec==2022.5.0,gast==0.4.0,gevent==21.12.0,geventhttpclient==2.0.2,gitdb==4.0.9,GitPython==3.1.27,google==3.0.0,google-api-core==2.10.1,google-auth==2.11.1,google-auth-oauthlib==0.4.6,google-pasta==0.2.0,googleapis-common-protos==1.52.0,graphviz==0.20.1,greenlet==1.1.3,grpcio==1.41.0,grpcio-channelz==1.49.0,grpcio-reflection==1.48.1,grpclib==0.4.3,h11==0.13.0,h2==4.1.0,h5py==3.7.0,HeapDict==1.0.1,hpack==4.0.0,httptools==0.5.0,hugectr2onnx==0.0.0,huggingface-hub==0.9.1,hyperframe==6.0.1,idna==2.8,imagesize==1.4.1,implicit==0.6.1,importlib-metadata==4.12.0,importlib-resources==5.9.0,iniconfig==1.1.1,ipykernel==6.15.3,ipython==8.5.0,ipython-genutils==0.2.0,ipywidgets==7.7.0,jedi==0.18.1,Jinja2==3.1.2,jmespath==1.0.1,joblib==1.2.0,json5==0.9.10,jsonschema==4.16.0,jupyter-cache==0.4.3,jupyter-core==4.11.1,jupyter-server==1.18.1,jupyter-server-mathjax==0.2.5,jupyter-sphinx==0.3.2,jupyter_client==7.3.5,jupyterlab==3.4.7,jupyterlab-pygments==0.2.2,jupyterlab-widgets==1.1.0,jupyterlab_server==2.15.1,keras==2.9.0,Keras-Preprocessing==1.1.2,kiwisolver==1.4.4,lazy-object-proxy==1.7.1,libclang==14.0.6,libcst==0.4.7,lightfm==1.16,lightgbm==3.3.2,linkify-it-py==1.0.3,llvmlite==0.39.1,locket==1.0.0,lxml==4.9.1,Markdown==3.4.1,markdown-it-py==1.1.0,MarkupSafe==2.1.1,matplotlib==3.6.0,matplotlib-inline==0.1.6,mdit-py-plugins==0.2.8,merlin==0.0.1,merlin-core==0.6.0+1.g5926fcf,merlin-models==0.7.0+6.ga00b40ba3,merlin-systems==0.5.0+4.g15074ad,mistune==2.0.4,mmh3==3.0.0,mpi4py==3.1.3,msgpack==1.0.4,multidict==6.0.2,mypy-extensions==0.4.3,myst-nb==0.13.2,myst-parser==0.15.2,natsort==8.1.0,nbclassic==0.4.3,nbclient==0.6.8,nbconvert==7.0.0,nbdime==3.1.1,nbformat==5.5.0,nest-asyncio==1.5.5,ninja==1.10.2.3,notebook==6.4.12,notebook-shim==0.1.0,numba==0.56.2,numpy==1.22.4,nvidia-pyindex==1.0.9,# Editable install with no version control (nvtabular==1.4.0+8.g95e12d347),-e /usr/local/lib/python3.8/dist-packages,nvtx==0.2.5,oauthlib==3.2.1,oldest-supported-numpy==2022.8.16,onnx==1.12.0,onnxruntime==1.11.1,opt-einsum==3.3.0,packaging==21.3,pandas==1.3.5,pandavro==1.5.2,pandocfilters==1.5.0,parso==0.8.3,partd==1.3.0,pathtools==0.1.2,pexpect==4.8.0,pickleshare==0.7.5,Pillow==9.2.0,pkgutil_resolve_name==1.3.10,platformdirs==2.5.2,pluggy==1.0.0,prometheus-client==0.14.1,promise==2.3,prompt-toolkit==3.0.31,proto-plus==1.19.6,protobuf==3.19.5,psutil==5.9.2,ptyprocess==0.7.0,pure-eval==0.2.2,py==1.11.0,pyarrow==7.0.0,pyasn1==0.4.8,pyasn1-modules==0.2.8,pybind11==2.10.0,pycparser==2.21,pydantic==1.10.2,pydot==1.4.2,Pygments==2.13.0,PyGObject==3.36.0,pynvml==11.4.1,pyparsing==3.0.9,pyrsistent==0.18.1,pytest==7.1.3,pytest-cov==3.0.0,pytest-forked==1.4.0,pytest-xdist==2.5.0,python-apt==2.0.0+ubuntu0.20.4.8,python-dateutil==2.8.2,python-dotenv==0.21.0,python-rapidjson==1.8,pytz==2022.2.1,PyYAML==5.4.1,pyzmq==24.0.0,regex==2022.9.13,requests==2.22.0,requests-oauthlib==1.3.1,requests-unixsocket==0.2.0,rsa==4.7.2,s3fs==2022.2.0,s3transfer==0.6.0,sacremoses==0.0.53,scikit-build==0.15.0,scikit-learn==1.1.2,scipy==1.9.1,seedir==0.3.0,Send2Trash==1.8.0,sentry-sdk==1.9.8,setproctitle==1.3.2,setuptools-scm==7.0.5,shortuuid==1.0.9,six==1.15.0,sklearn==0.0,smmap==5.0.0,sniffio==1.3.0,snowballstemmer==2.2.0,sortedcontainers==2.4.0,soupsieve==2.3.2.post1,Sphinx==5.1.1,sphinx-multiversion==0.2.4,sphinx-togglebutton==0.3.1,sphinx_external_toc==0.3.0,sphinxcontrib-applehelp==1.0.2,sphinxcontrib-copydirs @ git+https://github.com/mikemckiernan/sphinxcontrib-copydirs.git@bd8c5d79b3f91cf5f1bb0d6995aeca3fe84b670e,sphinxcontrib-devhelp==1.0.2,sphinxcontrib-htmlhelp==2.0.0,sphinxcontrib-jsmath==1.0.1,sphinxcontrib-qthelp==1.0.3,sphinxcontrib-serializinghtml==1.1.5,SQLAlchemy==1.4.36,stack-data==0.5.0,starlette==0.20.4,stringcase==1.2.0,supervisor==4.1.0,tabulate==0.8.10,tblib==1.7.0,tdqm==0.0.1,tenacity==8.0.1,tensorboard==2.9.1,tensorboard-data-server==0.6.1,tensorboard-plugin-wit==1.8.1,tensorflow==2.6.2,tensorflow-estimator==2.9.0,tensorflow-gpu==2.9.2,tensorflow-io-gcs-filesystem==0.27.0,tensorflow-metadata==1.10.0,termcolor==2.0.1,terminado==0.15.0,testbook==0.4.2,threadpoolctl==3.1.0,tinycss2==1.1.1,tokenizers==0.10.3,toml==0.10.2,tomli==2.0.1,toolz==0.12.0,torch==1.12.1+cu113,torchmetrics==0.3.2,tornado==6.2,tox==3.26.0,tqdm==4.64.1,traitlets==5.4.0,transformers==4.12.0,transformers4rec==0.1.12+2.gbcc939255,treelite==2.3.0,treelite-runtime==2.3.0,tritonclient==2.25.0,typing-inspect==0.8.0,typing_extensions==4.3.0,uc-micro-py==1.0.1,urllib3==1.26.12,uvicorn==0.18.3,uvloop==0.17.0,versioneer==0.20,virtualenv==20.16.5,wandb==0.13.3,watchfiles==0.17.0,wcwidth==0.2.5,webencodings==0.5.1,websocket-client==1.4.1,websockets==10.3,Werkzeug==2.2.2,widgetsnbextension==3.6.0,wrapt==1.12.1,xgboost==1.6.2,yarl==1.8.1,zict==2.2.0,zipp==3.8.1,zope.event==4.5.0,zope.interface==5.4.0
test-gpu run-test-pre: PYTHONHASHSEED='4146642692'
test-gpu run-test: commands[0] | python -m pip install --upgrade git+https://github.com/NVIDIA-Merlin/systems.git
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Collecting git+https://github.com/NVIDIA-Merlin/systems.git
  Cloning https://github.com/NVIDIA-Merlin/systems.git to /tmp/pip-req-build-ecbg5f56
  Running command git clone --filter=blob:none --quiet https://github.com/NVIDIA-Merlin/systems.git /tmp/pip-req-build-ecbg5f56
  Resolved https://github.com/NVIDIA-Merlin/systems.git to commit 15074adf11bcc9bb9da375ec40ab4e431f1c93e9
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): finished with status 'done'
Requirement already satisfied: nvtabular>=1.0.0 in ./.tox/test-gpu/lib/python3.8/site-packages (from merlin-systems==0.5.0+4.g15074ad) (1.4.0+8.g95e12d34)
Requirement already satisfied: merlin-core>=0.2.0 in ./.tox/test-gpu/lib/python3.8/site-packages (from merlin-systems==0.5.0+4.g15074ad) (0.6.0+1.g5926fcf)
Requirement already satisfied: betterproto<2.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.2.5)
Requirement already satisfied: distributed>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2022.3.0)
Requirement already satisfied: tqdm>=4.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (4.64.1)
Requirement already satisfied: packaging in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (21.3)
Requirement already satisfied: pyarrow>=5.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (7.0.0)
Requirement already satisfied: numba>=0.54 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (0.55.1)
Requirement already satisfied: pandas<1.4.0dev0,>=1.2.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.3.5)
Requirement already satisfied: fsspec==2022.5.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2022.5.0)
Requirement already satisfied: dask>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2022.3.0)
Requirement already satisfied: protobuf>=3.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (3.19.5)
Requirement already satisfied: tensorflow-metadata>=1.2.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.10.0)
Requirement already satisfied: scipy in /usr/local/lib/python3.8/dist-packages (from nvtabular>=1.0.0->merlin-systems==0.5.0+4.g15074ad) (1.9.1)
Requirement already satisfied: stringcase in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.2.0)
Requirement already satisfied: grpclib in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (0.4.3)
Requirement already satisfied: partd>=0.3.10 in /var/jenkins_home/.local/lib/python3.8/site-packages/partd-1.2.0-py3.8.egg (from dask>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.2.0)
Requirement already satisfied: pyyaml>=5.3.1 in /var/jenkins_home/.local/lib/python3.8/site-packages/PyYAML-5.4.1-py3.8-linux-x86_64.egg (from dask>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (5.4.1)
Requirement already satisfied: toolz>=0.8.2 in /usr/local/lib/python3.8/dist-packages (from dask>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (0.12.0)
Requirement already satisfied: cloudpickle>=1.1.1 in /usr/local/lib/python3.8/dist-packages (from dask>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2.2.0)
Requirement already satisfied: click>=6.6 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (8.1.3)
Requirement already satisfied: sortedcontainers!=2.0.0,!=2.0.1 in /var/jenkins_home/.local/lib/python3.8/site-packages/sortedcontainers-2.4.0-py3.8.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2.4.0)
Requirement already satisfied: jinja2 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (3.1.2)
Requirement already satisfied: tblib>=1.6.0 in /var/jenkins_home/.local/lib/python3.8/site-packages/tblib-1.7.0-py3.8.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.7.0)
Requirement already satisfied: psutil>=5.0 in /var/jenkins_home/.local/lib/python3.8/site-packages/psutil-5.8.0-py3.8-linux-x86_64.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (5.8.0)
Requirement already satisfied: tornado>=6.0.3 in /var/jenkins_home/.local/lib/python3.8/site-packages/tornado-6.1-py3.8-linux-x86_64.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (6.1)
Requirement already satisfied: zict>=0.1.3 in /var/jenkins_home/.local/lib/python3.8/site-packages/zict-2.0.0-py3.8.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2.0.0)
Requirement already satisfied: msgpack>=0.6.0 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.0.4)
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Requirement already satisfied: setuptools in ./.tox/test-gpu/lib/python3.8/site-packages (from numba>=0.54->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (65.3.0)
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Requirement already satisfied: pytz>=2017.3 in /usr/local/lib/python3.8/dist-packages (from pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2022.2.1)
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Requirement already satisfied: googleapis-common-protos<2,>=1.52.0 in /usr/local/lib/python3.8/dist-packages (from tensorflow-metadata>=1.2.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.52.0)
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Requirement already satisfied: six>=1.5 in /var/jenkins_home/.local/lib/python3.8/site-packages (from python-dateutil>=2.7.3->pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.15.0)
Requirement already satisfied: heapdict in /var/jenkins_home/.local/lib/python3.8/site-packages/HeapDict-1.0.1-py3.8.egg (from zict>=0.1.3->distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.0.1)
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Requirement already satisfied: multidict in /usr/local/lib/python3.8/dist-packages (from grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (6.0.2)
Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.8/dist-packages (from jinja2->distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2.1.1)
Requirement already satisfied: hyperframe<7,>=6.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (6.0.1)
Requirement already satisfied: hpack<5,>=4.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (4.0.0)
test-gpu run-test: commands[1] | python -m pip install --upgrade git+https://github.com/NVIDIA-Merlin/models.git
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Collecting git+https://github.com/NVIDIA-Merlin/models.git
  Cloning https://github.com/NVIDIA-Merlin/models.git to /tmp/pip-req-build-h10c0gpm
  Running command git clone --filter=blob:none --quiet https://github.com/NVIDIA-Merlin/models.git /tmp/pip-req-build-h10c0gpm
  Resolved https://github.com/NVIDIA-Merlin/models.git to commit 5dd48d1a85dab8e11189337b8b82b21ecf8f11d3
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): finished with status 'done'
Requirement already satisfied: merlin-core>=0.2.0 in ./.tox/test-gpu/lib/python3.8/site-packages (from merlin-models==0.7.0+7.g5dd48d1a) (0.6.0+1.g5926fcf)
Requirement already satisfied: betterproto<2.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (1.2.5)
Requirement already satisfied: distributed>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (2022.3.0)
Requirement already satisfied: tqdm>=4.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (4.64.1)
Requirement already satisfied: packaging in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (21.3)
Requirement already satisfied: pyarrow>=5.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (7.0.0)
Requirement already satisfied: numba>=0.54 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (0.55.1)
Requirement already satisfied: pandas<1.4.0dev0,>=1.2.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (1.3.5)
Requirement already satisfied: fsspec==2022.5.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (2022.5.0)
Requirement already satisfied: dask>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (2022.3.0)
Requirement already satisfied: protobuf>=3.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (3.19.5)
Requirement already satisfied: tensorflow-metadata>=1.2.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (1.10.0)
Requirement already satisfied: stringcase in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (1.2.0)
Requirement already satisfied: grpclib in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (0.4.3)
Requirement already satisfied: partd>=0.3.10 in /var/jenkins_home/.local/lib/python3.8/site-packages/partd-1.2.0-py3.8.egg (from dask>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (1.2.0)
Requirement already satisfied: pyyaml>=5.3.1 in /var/jenkins_home/.local/lib/python3.8/site-packages/PyYAML-5.4.1-py3.8-linux-x86_64.egg (from dask>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (5.4.1)
Requirement already satisfied: toolz>=0.8.2 in /usr/local/lib/python3.8/dist-packages (from dask>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (0.12.0)
Requirement already satisfied: cloudpickle>=1.1.1 in /usr/local/lib/python3.8/dist-packages (from dask>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (2.2.0)
Requirement already satisfied: click>=6.6 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (8.1.3)
Requirement already satisfied: sortedcontainers!=2.0.0,!=2.0.1 in /var/jenkins_home/.local/lib/python3.8/site-packages/sortedcontainers-2.4.0-py3.8.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (2.4.0)
Requirement already satisfied: jinja2 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (3.1.2)
Requirement already satisfied: tblib>=1.6.0 in /var/jenkins_home/.local/lib/python3.8/site-packages/tblib-1.7.0-py3.8.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (1.7.0)
Requirement already satisfied: psutil>=5.0 in /var/jenkins_home/.local/lib/python3.8/site-packages/psutil-5.8.0-py3.8-linux-x86_64.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (5.8.0)
Requirement already satisfied: tornado>=6.0.3 in /var/jenkins_home/.local/lib/python3.8/site-packages/tornado-6.1-py3.8-linux-x86_64.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (6.1)
Requirement already satisfied: zict>=0.1.3 in /var/jenkins_home/.local/lib/python3.8/site-packages/zict-2.0.0-py3.8.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (2.0.0)
Requirement already satisfied: msgpack>=0.6.0 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (1.0.4)
Requirement already satisfied: numpy<1.22,>=1.18 in /var/jenkins_home/.local/lib/python3.8/site-packages (from numba>=0.54->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (1.20.3)
Requirement already satisfied: llvmlite<0.39,>=0.38.0rc1 in ./.tox/test-gpu/lib/python3.8/site-packages (from numba>=0.54->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (0.38.1)
Requirement already satisfied: setuptools in ./.tox/test-gpu/lib/python3.8/site-packages (from numba>=0.54->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (65.3.0)
Requirement already satisfied: pyparsing!=3.0.5,>=2.0.2 in /usr/local/lib/python3.8/dist-packages (from packaging->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (3.0.9)
Requirement already satisfied: pytz>=2017.3 in /usr/local/lib/python3.8/dist-packages (from pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (2022.2.1)
Requirement already satisfied: python-dateutil>=2.7.3 in /usr/local/lib/python3.8/dist-packages (from pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (2.8.2)
Requirement already satisfied: absl-py<2.0.0,>=0.9 in /usr/local/lib/python3.8/dist-packages (from tensorflow-metadata>=1.2.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (1.2.0)
Requirement already satisfied: googleapis-common-protos<2,>=1.52.0 in /usr/local/lib/python3.8/dist-packages (from tensorflow-metadata>=1.2.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (1.52.0)
Requirement already satisfied: locket in /var/jenkins_home/.local/lib/python3.8/site-packages/locket-0.2.1-py3.8.egg (from partd>=0.3.10->dask>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (0.2.1)
Requirement already satisfied: six>=1.5 in /var/jenkins_home/.local/lib/python3.8/site-packages (from python-dateutil>=2.7.3->pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (1.15.0)
Requirement already satisfied: heapdict in /var/jenkins_home/.local/lib/python3.8/site-packages/HeapDict-1.0.1-py3.8.egg (from zict>=0.1.3->distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (1.0.1)
Requirement already satisfied: h2<5,>=3.1.0 in /usr/local/lib/python3.8/dist-packages (from grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (4.1.0)
Requirement already satisfied: multidict in /usr/local/lib/python3.8/dist-packages (from grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (6.0.2)
Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.8/dist-packages (from jinja2->distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (2.1.1)
Requirement already satisfied: hyperframe<7,>=6.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (6.0.1)
Requirement already satisfied: hpack<5,>=4.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (4.0.0)
Building wheels for collected packages: merlin-models
  Building wheel for merlin-models (pyproject.toml): started
  Building wheel for merlin-models (pyproject.toml): finished with status 'done'
  Created wheel for merlin-models: filename=merlin_models-0.7.0+7.g5dd48d1a-py3-none-any.whl size=324060 sha256=a272a1163fcabadf2beeaf7626c718e94beaf0c5f1f1b8609bcd1fbf9e4d0197
  Stored in directory: /tmp/pip-ephem-wheel-cache-gtoji50b/wheels/5a/43/99/d50fe2c33b4f4686db73207ce3865e0d6be6609ffb03abade5
Successfully built merlin-models
Installing collected packages: merlin-models
  Attempting uninstall: merlin-models
    Found existing installation: merlin-models 0.7.0+6.ga00b40ba
    Uninstalling merlin-models-0.7.0+6.ga00b40ba:
      Successfully uninstalled merlin-models-0.7.0+6.ga00b40ba
Successfully installed merlin-models-0.7.0+7.g5dd48d1a
test-gpu run-test: commands[2] | python -m pip install --upgrade git+https://github.com/NVIDIA-Merlin/NVTabular.git
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Collecting git+https://github.com/NVIDIA-Merlin/NVTabular.git
  Cloning https://github.com/NVIDIA-Merlin/NVTabular.git to /tmp/pip-req-build-_151vsdy
  Running command git clone --filter=blob:none --quiet https://github.com/NVIDIA-Merlin/NVTabular.git /tmp/pip-req-build-_151vsdy
  Resolved https://github.com/NVIDIA-Merlin/NVTabular.git to commit 95e12d34728eb74c107780906635955144d8c90b
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): finished with status 'done'
Requirement already satisfied: scipy in /usr/local/lib/python3.8/dist-packages (from nvtabular==1.4.0+8.g95e12d34) (1.9.1)
Requirement already satisfied: merlin-core>=0.2.0 in ./.tox/test-gpu/lib/python3.8/site-packages (from nvtabular==1.4.0+8.g95e12d34) (0.6.0+1.g5926fcf)
Requirement already satisfied: betterproto<2.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.2.5)
Requirement already satisfied: distributed>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (2022.3.0)
Requirement already satisfied: tqdm>=4.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (4.64.1)
Requirement already satisfied: packaging in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (21.3)
Requirement already satisfied: pyarrow>=5.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (7.0.0)
Requirement already satisfied: numba>=0.54 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (0.55.1)
Requirement already satisfied: pandas<1.4.0dev0,>=1.2.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.3.5)
Requirement already satisfied: fsspec==2022.5.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (2022.5.0)
Requirement already satisfied: dask>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (2022.3.0)
Requirement already satisfied: protobuf>=3.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (3.19.5)
Requirement already satisfied: tensorflow-metadata>=1.2.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.10.0)
Requirement already satisfied: numpy<1.25.0,>=1.18.5 in /var/jenkins_home/.local/lib/python3.8/site-packages (from scipy->nvtabular==1.4.0+8.g95e12d34) (1.20.3)
Requirement already satisfied: stringcase in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.2.0)
Requirement already satisfied: grpclib in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (0.4.3)
Requirement already satisfied: partd>=0.3.10 in /var/jenkins_home/.local/lib/python3.8/site-packages/partd-1.2.0-py3.8.egg (from dask>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.2.0)
Requirement already satisfied: pyyaml>=5.3.1 in /var/jenkins_home/.local/lib/python3.8/site-packages/PyYAML-5.4.1-py3.8-linux-x86_64.egg (from dask>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (5.4.1)
Requirement already satisfied: toolz>=0.8.2 in /usr/local/lib/python3.8/dist-packages (from dask>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (0.12.0)
Requirement already satisfied: cloudpickle>=1.1.1 in /usr/local/lib/python3.8/dist-packages (from dask>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (2.2.0)
Requirement already satisfied: click>=6.6 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (8.1.3)
Requirement already satisfied: sortedcontainers!=2.0.0,!=2.0.1 in /var/jenkins_home/.local/lib/python3.8/site-packages/sortedcontainers-2.4.0-py3.8.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (2.4.0)
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test-gpu run-test: commands[3] | python -m pip install --upgrade git+https://github.com/NVIDIA-Merlin/core.git
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Collecting git+https://github.com/NVIDIA-Merlin/core.git
  Cloning https://github.com/NVIDIA-Merlin/core.git to /tmp/pip-req-build-bks20qbi
  Running command git clone --filter=blob:none --quiet https://github.com/NVIDIA-Merlin/core.git /tmp/pip-req-build-bks20qbi
  Resolved https://github.com/NVIDIA-Merlin/core.git to commit 5926fcfc0776c112680cbca28553c15211c2fda7
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): finished with status 'done'
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test-gpu run-test: commands[4] | python -m pytest --cov-report term --cov merlin -rxs tests/unit
============================= test session starts ==============================
platform linux -- Python 3.8.10, pytest-7.1.3, pluggy-1.0.0
cachedir: .tox/test-gpu/.pytest_cache
rootdir: /var/jenkins_home/workspace/merlin_merlin/merlin
plugins: anyio-3.5.0, xdist-2.5.0, forked-1.4.0, cov-3.0.0
collected 3 items
tests/unit/test_version.py .                                             [ 33%]

tests/unit/examples/test_building_deploying_multi_stage_RecSys.py s      [ 66%]

tests/unit/examples/test_scaling_criteo_merlin_models.py F               [100%]
=================================== FAILURES ===================================

__________________________________ test_func ___________________________________
self = <testbook.client.TestbookNotebookClient object at 0x7f797b60ae80>

cell = [31], kwargs = {}, cell_indexes = [31], executed_cells = [], idx = 31
def execute_cell(self, cell, **kwargs) -> Union[Dict, List[Dict]]:
    """
    Executes a cell or list of cells
    """
    if isinstance(cell, slice):
        start, stop = self._cell_index(cell.start), self._cell_index(cell.stop)
        if cell.step is not None:
            raise TestbookError('testbook does not support step argument')

        cell = range(start, stop + 1)
    elif isinstance(cell, str) or isinstance(cell, int):
        cell = [cell]

    cell_indexes = cell

    if all(isinstance(x, str) for x in cell):
        cell_indexes = [self._cell_index(tag) for tag in cell]

    executed_cells = []
    for idx in cell_indexes:
        try:


          cell = super().execute_cell(self.nb['cells'][idx], idx, **kwargs)


../../../.local/lib/python3.8/site-packages/testbook/client.py:133:

args = (<testbook.client.TestbookNotebookClient object at 0x7f797b60ae80>, {'id': '5d646415', 'cell_type': 'code', 'metadata'...[38;5;241m.\x1b[39mis_server_ready()\n', '\x1b[0;31mRuntimeError\x1b[0m: Tritonserver failed to start (ret=1)']}]}, 31)

kwargs = {}
def wrapped(*args, **kwargs):


  return just_run(coro(*args, **kwargs))


../../../.local/lib/python3.8/site-packages/nbclient/util.py:84:

coro = <coroutine object NotebookClient.async_execute_cell at 0x7f797c039340>
def just_run(coro: Awaitable) -> Any:
    """Make the coroutine run, even if there is an event loop running (using nest_asyncio)"""
    # original from vaex/asyncio.py
    loop = asyncio._get_running_loop()
    if loop is None:
        had_running_loop = False
        try:
            loop = asyncio.get_event_loop()
        except RuntimeError:
            # we can still get 'There is no current event loop in ...'
            loop = asyncio.new_event_loop()
            asyncio.set_event_loop(loop)
    else:
        had_running_loop = True
    if had_running_loop:
        # if there is a running loop, we patch using nest_asyncio
        # to have reentrant event loops
        check_ipython()
        import nest_asyncio

        nest_asyncio.apply()
        check_patch_tornado()


  return loop.run_until_complete(coro)


../../../.local/lib/python3.8/site-packages/nbclient/util.py:62:

self = <_UnixSelectorEventLoop running=False closed=False debug=False>

future = <Task finished name='Task-228' coro=<NotebookClient.async_execute_cell() done, defined at /var/jenkins_home/.local/lib...0;31mRuntimeError\x1b[0m: Tritonserver failed to start (ret=1)\nRuntimeError: Tritonserver failed to start (ret=1)\n')>
def run_until_complete(self, future):
    """Run until the Future is done.

    If the argument is a coroutine, it is wrapped in a Task.

    WARNING: It would be disastrous to call run_until_complete()
    with the same coroutine twice -- it would wrap it in two
    different Tasks and that can't be good.

    Return the Future's result, or raise its exception.
    """
    self._check_closed()
    self._check_running()

    new_task = not futures.isfuture(future)
    future = tasks.ensure_future(future, loop=self)
    if new_task:
        # An exception is raised if the future didn't complete, so there
        # is no need to log the "destroy pending task" message
        future._log_destroy_pending = False

    future.add_done_callback(_run_until_complete_cb)
    try:
        self.run_forever()
    except:
        if new_task and future.done() and not future.cancelled():
            # The coroutine raised a BaseException. Consume the exception
            # to not log a warning, the caller doesn't have access to the
            # local task.
            future.exception()
        raise
    finally:
        future.remove_done_callback(_run_until_complete_cb)
    if not future.done():
        raise RuntimeError('Event loop stopped before Future completed.')


  return future.result()


/usr/lib/python3.8/asyncio/base_events.py:616:

self = <testbook.client.TestbookNotebookClient object at 0x7f797b60ae80>

cell = {'id': '5d646415', 'cell_type': 'code', 'metadata': {'execution': {'iopub.status.busy': '2022-09-20T15:45:09.188287Z',...t\x1b[38;5;241m.\x1b[39mis_server_ready()\n', '\x1b[0;31mRuntimeError\x1b[0m: Tritonserver failed to start (ret=1)']}]}

cell_index = 31, execution_count = None, store_history = True
async def async_execute_cell(
    self,
    cell: NotebookNode,
    cell_index: int,
    execution_count: t.Optional[int] = None,
    store_history: bool = True,
) -> NotebookNode:
    """
    Executes a single code cell.

    To execute all cells see :meth:`execute`.

    Parameters
    ----------
    cell : nbformat.NotebookNode
        The cell which is currently being processed.
    cell_index : int
        The position of the cell within the notebook object.
    execution_count : int
        The execution count to be assigned to the cell (default: Use kernel response)
    store_history : bool
        Determines if history should be stored in the kernel (default: False).
        Specific to ipython kernels, which can store command histories.

    Returns
    -------
    output : dict
        The execution output payload (or None for no output).

    Raises
    ------
    CellExecutionError
        If execution failed and should raise an exception, this will be raised
        with defaults about the failure.

    Returns
    -------
    cell : NotebookNode
        The cell which was just processed.
    """
    assert self.kc is not None

    await run_hook(self.on_cell_start, cell=cell, cell_index=cell_index)

    if cell.cell_type != 'code' or not cell.source.strip():
        self.log.debug("Skipping non-executing cell %s", cell_index)
        return cell

    if self.skip_cells_with_tag in cell.metadata.get("tags", []):
        self.log.debug("Skipping tagged cell %s", cell_index)
        return cell

    if self.record_timing:  # clear execution metadata prior to execution
        cell['metadata']['execution'] = {}

    self.log.debug("Executing cell:\n%s", cell.source)

    cell_allows_errors = (not self.force_raise_errors) and (
        self.allow_errors or "raises-exception" in cell.metadata.get("tags", [])
    )

    await run_hook(self.on_cell_execute, cell=cell, cell_index=cell_index)
    parent_msg_id = await ensure_async(
        self.kc.execute(
            cell.source, store_history=store_history, stop_on_error=not cell_allows_errors
        )
    )
    await run_hook(self.on_cell_complete, cell=cell, cell_index=cell_index)
    # We launched a code cell to execute
    self.code_cells_executed += 1
    exec_timeout = self._get_timeout(cell)

    cell.outputs = []
    self.clear_before_next_output = False

    task_poll_kernel_alive = asyncio.ensure_future(self._async_poll_kernel_alive())
    task_poll_output_msg = asyncio.ensure_future(
        self._async_poll_output_msg(parent_msg_id, cell, cell_index)
    )
    self.task_poll_for_reply = asyncio.ensure_future(
        self._async_poll_for_reply(
            parent_msg_id, cell, exec_timeout, task_poll_output_msg, task_poll_kernel_alive
        )
    )
    try:
        exec_reply = await self.task_poll_for_reply
    except asyncio.CancelledError:
        # can only be cancelled by task_poll_kernel_alive when the kernel is dead
        task_poll_output_msg.cancel()
        raise DeadKernelError("Kernel died")
    except Exception as e:
        # Best effort to cancel request if it hasn't been resolved
        try:
            # Check if the task_poll_output is doing the raising for us
            if not isinstance(e, CellControlSignal):
                task_poll_output_msg.cancel()
        finally:
            raise

    if execution_count:
        cell['execution_count'] = execution_count


  await self._check_raise_for_error(cell, cell_index, exec_reply)


../../../.local/lib/python3.8/site-packages/nbclient/client.py:965:

self = <testbook.client.TestbookNotebookClient object at 0x7f797b60ae80>

cell = {'id': '5d646415', 'cell_type': 'code', 'metadata': {'execution': {'iopub.status.busy': '2022-09-20T15:45:09.188287Z',...t\x1b[38;5;241m.\x1b[39mis_server_ready()\n', '\x1b[0;31mRuntimeError\x1b[0m: Tritonserver failed to start (ret=1)']}]}

cell_index = 31

exec_reply = {'buffers': [], 'content': {'ename': 'RuntimeError', 'engine_info': {'engine_id': -1, 'engine_uuid': '49a0aeda-f5c0-4a...e, 'engine': '49a0aeda-f5c0-4a6e-ad04-41dd05c20f78', 'started': '2022-09-20T15:45:09.189260Z', 'status': 'error'}, ...}
async def _check_raise_for_error(
    self, cell: NotebookNode, cell_index: int, exec_reply: t.Optional[t.Dict]
) -> None:

    if exec_reply is None:
        return None

    exec_reply_content = exec_reply['content']
    if exec_reply_content['status'] != 'error':
        return None

    cell_allows_errors = (not self.force_raise_errors) and (
        self.allow_errors
        or exec_reply_content.get('ename') in self.allow_error_names
        or "raises-exception" in cell.metadata.get("tags", [])
    )
    await run_hook(self.on_cell_error, cell=cell, cell_index=cell_index)
    if not cell_allows_errors:


      raise CellExecutionError.from_cell_and_msg(cell, exec_reply_content)


E           nbclient.exceptions.CellExecutionError: An error occurred while executing the following cell:

E           ------------------

E

E           import shutil

E           from merlin.systems.triton.utils import run_ensemble_on_tritonserver

E           outputs = ensemble.output_schema.column_names

E           response = run_ensemble_on_tritonserver(

E               "/tmp/output/criteo/ensemble/",workflow.input_schema, batch.fillna(0),

E               outputs, "ensemble_model"

E           )

E           response = [x.tolist()[0] for x in response["label/binary_classification_task"]]

E           shutil.rmtree("/tmp/input/criteo", ignore_errors=True)

E           shutil.rmtree("/tmp/output/criteo", ignore_errors=True)

E

E           ------------------

E

E           �[0;31m---------------------------------------------------------------------------�[0m

E           �[0;31mRuntimeError�[0m                              Traceback (most recent call last)

E           Cell �[0;32mIn [13], line 4�[0m

E           �[1;32m      2�[0m �[38;5;28;01mfrom�[39;00m �[38;5;21;01mmerlin�[39;00m�[38;5;21;01m.�[39;00m�[38;5;21;01msystems�[39;00m�[38;5;21;01m.�[39;00m�[38;5;21;01mtriton�[39;00m�[38;5;21;01m.�[39;00m�[38;5;21;01mutils�[39;00m �[38;5;28;01mimport�[39;00m run_ensemble_on_tritonserver

E           �[1;32m      3�[0m outputs �[38;5;241m=�[39m ensemble�[38;5;241m.�[39moutput_schema�[38;5;241m.�[39mcolumn_names

E           �[0;32m----> 4�[0m response �[38;5;241m=�[39m �[43mrun_ensemble_on_tritonserver�[49m�[43m(�[49m

E           �[1;32m      5�[0m �[43m    �[49m�[38;5;124;43m"�[39;49m�[38;5;124;43m/tmp/output/criteo/ensemble/�[39;49m�[38;5;124;43m"�[39;49m�[43m,�[49m�[43mworkflow�[49m�[38;5;241;43m.�[39;49m�[43minput_schema�[49m�[43m,�[49m�[43m �[49m�[43mbatch�[49m�[38;5;241;43m.�[39;49m�[43mfillna�[49m�[43m(�[49m�[38;5;241;43m0�[39;49m�[43m)�[49m�[43m,�[49m

E           �[1;32m      6�[0m �[43m    �[49m�[43moutputs�[49m�[43m,�[49m�[43m �[49m�[38;5;124;43m"�[39;49m�[38;5;124;43mensemble_model�[39;49m�[38;5;124;43m"�[39;49m

E           �[1;32m      7�[0m �[43m)�[49m

E           �[1;32m      8�[0m response �[38;5;241m=�[39m [x�[38;5;241m.�[39mtolist()[�[38;5;241m0�[39m] �[38;5;28;01mfor�[39;00m x �[38;5;129;01min�[39;00m response[�[38;5;124m"�[39m�[38;5;124mlabel/binary_classification_task�[39m�[38;5;124m"�[39m]]

E           �[1;32m      9�[0m shutil�[38;5;241m.�[39mrmtree(�[38;5;124m"�[39m�[38;5;124m/tmp/input/criteo�[39m�[38;5;124m"�[39m, ignore_errors�[38;5;241m=�[39m�[38;5;28;01mTrue�[39;00m)

E

E           File �[0;32m/usr/local/lib/python3.8/dist-packages/merlin/systems/triton/utils.py:138�[0m, in �[0;36mrun_ensemble_on_tritonserver�[0;34m(tmpdir, schema, df, output_columns, model_name)�[0m

E           �[1;32m    115�[0m �[38;5;124;03m"""Starts up a Triton server instance, loads up the ensemble model,�[39;00m

E           �[1;32m    116�[0m �[38;5;124;03mprepares the inference request and returns the unparsed inference�[39;00m

E           �[1;32m    117�[0m �[38;5;124;03mresponse.�[39;00m

E           �[0;32m   (...)�[0m

E           �[1;32m    135�[0m �[38;5;124;03m    the results of the prediction, parsed by output column name.�[39;00m

E           �[1;32m    136�[0m �[38;5;124;03m"""�[39;00m

E           �[1;32m    137�[0m response �[38;5;241m=�[39m �[38;5;28;01mNone�[39;00m

E           �[0;32m--> 138�[0m �[38;5;28;01mwith�[39;00m run_triton_server(tmpdir) �[38;5;28;01mas�[39;00m client:

E           �[1;32m    139�[0m     response �[38;5;241m=�[39m send_triton_request(

E           �[1;32m    140�[0m         schema, df, output_columns, client�[38;5;241m=�[39mclient, triton_model�[38;5;241m=�[39mmodel_name

E           �[1;32m    141�[0m     )

E           �[1;32m    143�[0m �[38;5;28;01mreturn�[39;00m response

E

E           File �[0;32m/usr/lib/python3.8/contextlib.py:113�[0m, in �[0;36m_GeneratorContextManager.__enter__�[0;34m(self)�[0m

E           �[1;32m    111�[0m �[38;5;28;01mdel�[39;00m �[38;5;28mself�[39m�[38;5;241m.�[39margs, �[38;5;28mself�[39m�[38;5;241m.�[39mkwds, �[38;5;28mself�[39m�[38;5;241m.�[39mfunc

E           �[1;32m    112�[0m �[38;5;28;01mtry�[39;00m:

E           �[0;32m--> 113�[0m     �[38;5;28;01mreturn�[39;00m �[38;5;28;43mnext�[39;49m�[43m(�[49m�[38;5;28;43mself�[39;49m�[38;5;241;43m.�[39;49m�[43mgen�[49m�[43m)�[49m

E           �[1;32m    114�[0m �[38;5;28;01mexcept�[39;00m �[38;5;167;01mStopIteration�[39;00m:

E           �[1;32m    115�[0m     �[38;5;28;01mraise�[39;00m �[38;5;167;01mRuntimeError�[39;00m(�[38;5;124m"�[39m�[38;5;124mgenerator didn�[39m�[38;5;124m'�[39m�[38;5;124mt yield�[39m�[38;5;124m"�[39m) �[38;5;28;01mfrom�[39;00m �[38;5;28mNone�[39m

E

E           File �[0;32m/usr/local/lib/python3.8/dist-packages/merlin/systems/triton/utils.py:81�[0m, in �[0;36mrun_triton_server�[0;34m(model_repository, grpc_host, grpc_port, backend_config)�[0m

E           �[1;32m     79�[0m �[38;5;28;01mif�[39;00m process�[38;5;241m.�[39mpoll() �[38;5;129;01mis�[39;00m �[38;5;129;01mnot�[39;00m �[38;5;28;01mNone�[39;00m:

E           �[1;32m     80�[0m     retcode �[38;5;241m=�[39m process�[38;5;241m.�[39mreturncode

E           �[0;32m---> 81�[0m     �[38;5;28;01mraise�[39;00m �[38;5;167;01mRuntimeError�[39;00m(�[38;5;124mf�[39m�[38;5;124m"�[39m�[38;5;124mTritonserver failed to start (ret=�[39m�[38;5;132;01m{�[39;00mretcode�[38;5;132;01m}�[39;00m�[38;5;124m)�[39m�[38;5;124m"�[39m)

E           �[1;32m     83�[0m �[38;5;28;01mtry�[39;00m:

E           �[1;32m     84�[0m     ready �[38;5;241m=�[39m client�[38;5;241m.�[39mis_server_ready()

E

E           �[0;31mRuntimeError�[0m: Tritonserver failed to start (ret=1)

E           RuntimeError: Tritonserver failed to start (ret=1)
../../../.local/lib/python3.8/site-packages/nbclient/client.py:862: CellExecutionError
During handling of the above exception, another exception occurred:
def test_func():
    with testbook(
        REPO_ROOT / "examples" / "scaling-criteo" / "02-ETL-with-NVTabular.ipynb",
        execute=False,
        timeout=180,
    ) as tb1:
        tb1.inject(
            """
            import os
            os.environ["BASE_DIR"] = "/tmp/input/criteo/"
            os.environ["INPUT_DATA_DIR"] = "/tmp/input/criteo/"
            os.environ["OUTPUT_DATA_DIR"] = "/tmp/output/criteo/"
            os.system("mkdir -p /tmp/input/criteo")
            os.system("mkdir -p /tmp/output/criteo")

            from merlin.datasets.synthetic import generate_data

            train, valid = generate_data("criteo", int(100000), set_sizes=(0.7, 0.3))

            train.to_ddf().compute().to_parquet('/tmp/input/criteo/day_0.parquet')
            valid.to_ddf().compute().to_parquet('/tmp/input/criteo/day_1.parquet')
            """
        )
        tb1.execute()
        assert os.path.isfile("/tmp/output/criteo/train/part_0.parquet")
        assert os.path.isfile("/tmp/output/criteo/valid/part_0.parquet")
        assert os.path.isfile("/tmp/output/criteo/workflow/metadata.json")

    with testbook(
        REPO_ROOT
        / "examples"
        / "scaling-criteo"
        / "03-Training-with-Merlin-Models-TensorFlow.ipynb",
        execute=False,
        timeout=180,
    ) as tb2:
        tb2.inject(
            """
            import os
            os.environ["INPUT_DATA_DIR"] = "/tmp/output/criteo/"
            """
        )
        tb2.execute()
        metrics = tb2.ref("eval_metrics")
        assert set(metrics.keys()) == set(
            [
                "auc",
                "binary_accuracy",
                "loss",
                "precision",
                "recall",
                "regularization_loss",
            ]
        )
        assert os.path.isfile("/tmp/output/criteo/dlrm/saved_model.pb")

    with testbook(
        REPO_ROOT
        / "examples"
        / "scaling-criteo"
        / "04-Triton-Inference-with-Merlin-Models-TensorFlow.ipynb",
        execute=False,
        timeout=180,
    ) as tb3:
        tb3.inject(
            """
            import os
            os.environ["BASE_DIR"] = "/tmp/output/criteo/"
            os.environ["INPUT_FOLDER"] = "/tmp/input/criteo/"
            """
        )
        NUM_OF_CELLS = len(tb3.cells)
        tb3.execute_cell(list(range(0, NUM_OF_CELLS - 5)))


      tb3.inject(


            """
            import shutil
            from merlin.systems.triton.utils import run_ensemble_on_tritonserver
            outputs = ensemble.output_schema.column_names
            response = run_ensemble_on_tritonserver(
                "/tmp/output/criteo/ensemble/",workflow.input_schema, batch.fillna(0),
                outputs, "ensemble_model"
            )
            response = [x.tolist()[0] for x in response["label/binary_classification_task"]]
            shutil.rmtree("/tmp/input/criteo", ignore_errors=True)
            shutil.rmtree("/tmp/output/criteo", ignore_errors=True)
            """
        )

tests/unit/examples/test_scaling_criteo_merlin_models.py:83:

../../../.local/lib/python3.8/site-packages/testbook/client.py:237: in inject

cell = TestbookNode(self.execute_cell(inject_idx)) if run else TestbookNode(code_cell)

self = <testbook.client.TestbookNotebookClient object at 0x7f797b60ae80>

cell = [31], kwargs = {}, cell_indexes = [31], executed_cells = [], idx = 31
def execute_cell(self, cell, **kwargs) -> Union[Dict, List[Dict]]:
    """
    Executes a cell or list of cells
    """
    if isinstance(cell, slice):
        start, stop = self._cell_index(cell.start), self._cell_index(cell.stop)
        if cell.step is not None:
            raise TestbookError('testbook does not support step argument')

        cell = range(start, stop + 1)
    elif isinstance(cell, str) or isinstance(cell, int):
        cell = [cell]

    cell_indexes = cell

    if all(isinstance(x, str) for x in cell):
        cell_indexes = [self._cell_index(tag) for tag in cell]

    executed_cells = []
    for idx in cell_indexes:
        try:
            cell = super().execute_cell(self.nb['cells'][idx], idx, **kwargs)
        except CellExecutionError as ce:


          raise TestbookRuntimeError(ce.evalue, ce, self._get_error_class(ce.ename))


E               testbook.exceptions.TestbookRuntimeError: An error occurred while executing the following cell:

E               ------------------

E

E               import shutil

E               from merlin.systems.triton.utils import run_ensemble_on_tritonserver

E               outputs = ensemble.output_schema.column_names

E               response = run_ensemble_on_tritonserver(

E                   "/tmp/output/criteo/ensemble/",workflow.input_schema, batch.fillna(0),

E                   outputs, "ensemble_model"

E               )

E               response = [x.tolist()[0] for x in response["label/binary_classification_task"]]

E               shutil.rmtree("/tmp/input/criteo", ignore_errors=True)

E               shutil.rmtree("/tmp/output/criteo", ignore_errors=True)

E

E               ------------------

E

E               �[0;31m---------------------------------------------------------------------------�[0m

E               �[0;31mRuntimeError�[0m                              Traceback (most recent call last)

E               Cell �[0;32mIn [13], line 4�[0m

E               �[1;32m      2�[0m �[38;5;28;01mfrom�[39;00m �[38;5;21;01mmerlin�[39;00m�[38;5;21;01m.�[39;00m�[38;5;21;01msystems�[39;00m�[38;5;21;01m.�[39;00m�[38;5;21;01mtriton�[39;00m�[38;5;21;01m.�[39;00m�[38;5;21;01mutils�[39;00m �[38;5;28;01mimport�[39;00m run_ensemble_on_tritonserver

E               �[1;32m      3�[0m outputs �[38;5;241m=�[39m ensemble�[38;5;241m.�[39moutput_schema�[38;5;241m.�[39mcolumn_names

E               �[0;32m----> 4�[0m response �[38;5;241m=�[39m �[43mrun_ensemble_on_tritonserver�[49m�[43m(�[49m

E               �[1;32m      5�[0m �[43m    �[49m�[38;5;124;43m"�[39;49m�[38;5;124;43m/tmp/output/criteo/ensemble/�[39;49m�[38;5;124;43m"�[39;49m�[43m,�[49m�[43mworkflow�[49m�[38;5;241;43m.�[39;49m�[43minput_schema�[49m�[43m,�[49m�[43m �[49m�[43mbatch�[49m�[38;5;241;43m.�[39;49m�[43mfillna�[49m�[43m(�[49m�[38;5;241;43m0�[39;49m�[43m)�[49m�[43m,�[49m

E               �[1;32m      6�[0m �[43m    �[49m�[43moutputs�[49m�[43m,�[49m�[43m �[49m�[38;5;124;43m"�[39;49m�[38;5;124;43mensemble_model�[39;49m�[38;5;124;43m"�[39;49m

E               �[1;32m      7�[0m �[43m)�[49m

E               �[1;32m      8�[0m response �[38;5;241m=�[39m [x�[38;5;241m.�[39mtolist()[�[38;5;241m0�[39m] �[38;5;28;01mfor�[39;00m x �[38;5;129;01min�[39;00m response[�[38;5;124m"�[39m�[38;5;124mlabel/binary_classification_task�[39m�[38;5;124m"�[39m]]

E               �[1;32m      9�[0m shutil�[38;5;241m.�[39mrmtree(�[38;5;124m"�[39m�[38;5;124m/tmp/input/criteo�[39m�[38;5;124m"�[39m, ignore_errors�[38;5;241m=�[39m�[38;5;28;01mTrue�[39;00m)

E

E               File �[0;32m/usr/local/lib/python3.8/dist-packages/merlin/systems/triton/utils.py:138�[0m, in �[0;36mrun_ensemble_on_tritonserver�[0;34m(tmpdir, schema, df, output_columns, model_name)�[0m

E               �[1;32m    115�[0m �[38;5;124;03m"""Starts up a Triton server instance, loads up the ensemble model,�[39;00m

E               �[1;32m    116�[0m �[38;5;124;03mprepares the inference request and returns the unparsed inference�[39;00m

E               �[1;32m    117�[0m �[38;5;124;03mresponse.�[39;00m

E               �[0;32m   (...)�[0m

E               �[1;32m    135�[0m �[38;5;124;03m    the results of the prediction, parsed by output column name.�[39;00m

E               �[1;32m    136�[0m �[38;5;124;03m"""�[39;00m

E               �[1;32m    137�[0m response �[38;5;241m=�[39m �[38;5;28;01mNone�[39;00m

E               �[0;32m--> 138�[0m �[38;5;28;01mwith�[39;00m run_triton_server(tmpdir) �[38;5;28;01mas�[39;00m client:

E               �[1;32m    139�[0m     response �[38;5;241m=�[39m send_triton_request(

E               �[1;32m    140�[0m         schema, df, output_columns, client�[38;5;241m=�[39mclient, triton_model�[38;5;241m=�[39mmodel_name

E               �[1;32m    141�[0m     )

E               �[1;32m    143�[0m �[38;5;28;01mreturn�[39;00m response

E

E               File �[0;32m/usr/lib/python3.8/contextlib.py:113�[0m, in �[0;36m_GeneratorContextManager.__enter__�[0;34m(self)�[0m

E               �[1;32m    111�[0m �[38;5;28;01mdel�[39;00m �[38;5;28mself�[39m�[38;5;241m.�[39margs, �[38;5;28mself�[39m�[38;5;241m.�[39mkwds, �[38;5;28mself�[39m�[38;5;241m.�[39mfunc

E               �[1;32m    112�[0m �[38;5;28;01mtry�[39;00m:

E               �[0;32m--> 113�[0m     �[38;5;28;01mreturn�[39;00m �[38;5;28;43mnext�[39;49m�[43m(�[49m�[38;5;28;43mself�[39;49m�[38;5;241;43m.�[39;49m�[43mgen�[49m�[43m)�[49m

E               �[1;32m    114�[0m �[38;5;28;01mexcept�[39;00m �[38;5;167;01mStopIteration�[39;00m:

E               �[1;32m    115�[0m     �[38;5;28;01mraise�[39;00m �[38;5;167;01mRuntimeError�[39;00m(�[38;5;124m"�[39m�[38;5;124mgenerator didn�[39m�[38;5;124m'�[39m�[38;5;124mt yield�[39m�[38;5;124m"�[39m) �[38;5;28;01mfrom�[39;00m �[38;5;28mNone�[39m

E

E               File �[0;32m/usr/local/lib/python3.8/dist-packages/merlin/systems/triton/utils.py:81�[0m, in �[0;36mrun_triton_server�[0;34m(model_repository, grpc_host, grpc_port, backend_config)�[0m

E               �[1;32m     79�[0m �[38;5;28;01mif�[39;00m process�[38;5;241m.�[39mpoll() �[38;5;129;01mis�[39;00m �[38;5;129;01mnot�[39;00m �[38;5;28;01mNone�[39;00m:

E               �[1;32m     80�[0m     retcode �[38;5;241m=�[39m process�[38;5;241m.�[39mreturncode

E               �[0;32m---> 81�[0m     �[38;5;28;01mraise�[39;00m �[38;5;167;01mRuntimeError�[39;00m(�[38;5;124mf�[39m�[38;5;124m"�[39m�[38;5;124mTritonserver failed to start (ret=�[39m�[38;5;132;01m{�[39;00mretcode�[38;5;132;01m}�[39;00m�[38;5;124m)�[39m�[38;5;124m"�[39m)

E               �[1;32m     83�[0m �[38;5;28;01mtry�[39;00m:

E               �[1;32m     84�[0m     ready �[38;5;241m=�[39m client�[38;5;241m.�[39mis_server_ready()

E

E               �[0;31mRuntimeError�[0m: Tritonserver failed to start (ret=1)

E               RuntimeError: Tritonserver failed to start (ret=1)
../../../.local/lib/python3.8/site-packages/testbook/client.py:135: TestbookRuntimeError

----------------------------- Captured stderr call -----------------------------

2022-09-20 15:44:06,097 - distributed.preloading - INFO - Import preload module: dask_cuda.initialize

2022-09-20 15:44:06,115 - distributed.preloading - INFO - Import preload module: dask_cuda.initialize

2022-09-20 15:44:06,121 - distributed.preloading - INFO - Import preload module: dask_cuda.initialize

2022-09-20 15:44:06,235 - distributed.preloading - INFO - Import preload module: dask_cuda.initialize

/usr/lib/python3.8/multiprocessing/resource_tracker.py:216: UserWarning: resource_tracker: There appear to be 24 leaked semaphore objects to clean up at shutdown

warnings.warn('resource_tracker: There appear to be %d '

2022-09-20 15:44:25.233574: I tensorflow/core/platform/cpu_feature_guard.cc:193] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations:  AVX2 FMA

To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.

2022-09-20 15:44:29.266925: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 0

2022-09-20 15:44:29.267076: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:0 with 8139 MB memory:  -> device: 0, name: Tesla P100-DGXS-16GB, pci bus id: 0000:07:00.0, compute capability: 6.0

2022-09-20 15:44:29.267876: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 1

2022-09-20 15:44:29.267929: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:1 with 15149 MB memory:  -> device: 1, name: Tesla P100-DGXS-16GB, pci bus id: 0000:08:00.0, compute capability: 6.0

2022-09-20 15:44:29.268564: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 2

2022-09-20 15:44:29.268609: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:2 with 15149 MB memory:  -> device: 2, name: Tesla P100-DGXS-16GB, pci bus id: 0000:0e:00.0, compute capability: 6.0

2022-09-20 15:44:29.269220: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 3

2022-09-20 15:44:29.269265: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:3 with 15149 MB memory:  -> device: 3, name: Tesla P100-DGXS-16GB, pci bus id: 0000:0f:00.0, compute capability: 6.0

Error in atexit._run_exitfuncs:

Traceback (most recent call last):

File "/usr/lib/python3.8/logging/init.py", line 2127, in shutdown

h.close()

File "/usr/local/lib/python3.8/dist-packages/absl/logging/init.py", line 934, in close

self.stream.close()

File "/usr/local/lib/python3.8/dist-packages/ipykernel/iostream.py", line 438, in close

self.watch_fd_thread.join()

AttributeError: 'OutStream' object has no attribute 'watch_fd_thread'

2022-09-20 15:44:59.869072: I tensorflow/core/platform/cpu_feature_guard.cc:193] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations:  AVX2 FMA

To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.

2022-09-20 15:45:03.940381: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 0

2022-09-20 15:45:03.940548: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:0 with 15129 MB memory:  -> device: 0, name: Tesla P100-DGXS-16GB, pci bus id: 0000:07:00.0, compute capability: 6.0

2022-09-20 15:45:03.941246: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 1

2022-09-20 15:45:03.941300: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:1 with 15149 MB memory:  -> device: 1, name: Tesla P100-DGXS-16GB, pci bus id: 0000:08:00.0, compute capability: 6.0

2022-09-20 15:45:03.941921: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 2

2022-09-20 15:45:03.941970: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:2 with 15149 MB memory:  -> device: 2, name: Tesla P100-DGXS-16GB, pci bus id: 0000:0e:00.0, compute capability: 6.0

2022-09-20 15:45:03.942586: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 3

2022-09-20 15:45:03.942635: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:3 with 15149 MB memory:  -> device: 3, name: Tesla P100-DGXS-16GB, pci bus id: 0000:0f:00.0, compute capability: 6.0

I0920 15:45:09.527782 17279 pinned_memory_manager.cc:240] Pinned memory pool is created at '0x7fea1e000000' with size 268435456

I0920 15:45:09.528514 17279 cuda_memory_manager.cc:105] CUDA memory pool is created on device 0 with size 67108864

I0920 15:45:09.533314 17279 model_lifecycle.cc:459] loading: 1_predicttensorflow:1

I0920 15:45:09.533394 17279 model_lifecycle.cc:459] loading: 0_transformworkflow:1

I0920 15:45:09.815256 17279 tensorflow.cc:2536] TRITONBACKEND_Initialize: tensorflow

I0920 15:45:09.815299 17279 tensorflow.cc:2546] Triton TRITONBACKEND API version: 1.10

I0920 15:45:09.815306 17279 tensorflow.cc:2552] 'tensorflow' TRITONBACKEND API version: 1.10

I0920 15:45:09.815311 17279 tensorflow.cc:2576] backend configuration:

{"cmdline":{"auto-complete-config":"true","backend-directory":"/opt/tritonserver/backends","min-compute-capability":"6.000000","version":"2","default-max-batch-size":"4"}}

I0920 15:45:09.815363 17279 tensorflow.cc:2642] TRITONBACKEND_ModelInitialize: 1_predicttensorflow (version 1)

2022-09-20 15:45:09.816212: I tensorflow/cc/saved_model/reader.cc:43] Reading SavedModel from: /tmp/output/criteo/ensemble/1_predicttensorflow/1/model.savedmodel

2022-09-20 15:45:09.830996: I tensorflow/cc/saved_model/reader.cc:81] Reading meta graph with tags { serve }

2022-09-20 15:45:09.831043: I tensorflow/cc/saved_model/reader.cc:122] Reading SavedModel debug info (if present) from: /tmp/output/criteo/ensemble/1_predicttensorflow/1/model.savedmodel

2022-09-20 15:45:09.831176: I tensorflow/core/platform/cpu_feature_guard.cc:194] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations:  SSE3 SSE4.1 SSE4.2 AVX

To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.

2022-09-20 15:45:10.243011: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 0

2022-09-20 15:45:10.243125: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:0 with 14465 MB memory:  -> device: 0, name: Tesla P100-DGXS-16GB, pci bus id: 0000:07:00.0, compute capability: 6.0

2022-09-20 15:45:10.294766: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:354] MLIR V1 optimization pass is not enabled

2022-09-20 15:45:10.300562: I tensorflow/cc/saved_model/loader.cc:230] Restoring SavedModel bundle.

2022-09-20 15:45:10.423195: I tensorflow/cc/saved_model/loader.cc:214] Running initialization op on SavedModel bundle at path: /tmp/output/criteo/ensemble/1_predicttensorflow/1/model.savedmodel

2022-09-20 15:45:10.487269: I tensorflow/cc/saved_model/loader.cc:321] SavedModel load for tags { serve }; Status: success: OK. Took 671067 microseconds.

I0920 15:45:10.511228 17279 tensorflow.cc:2691] TRITONBACKEND_ModelInstanceInitialize: 1_predicttensorflow (GPU device 0)

2022-09-20 15:45:10.511726: I tensorflow/cc/saved_model/reader.cc:43] Reading SavedModel from: /tmp/output/criteo/ensemble/1_predicttensorflow/1/model.savedmodel

2022-09-20 15:45:10.521914: I tensorflow/cc/saved_model/reader.cc:81] Reading meta graph with tags { serve }

2022-09-20 15:45:10.521952: I tensorflow/cc/saved_model/reader.cc:122] Reading SavedModel debug info (if present) from: /tmp/output/criteo/ensemble/1_predicttensorflow/1/model.savedmodel

2022-09-20 15:45:10.524014: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:0 with 14465 MB memory:  -> device: 0, name: Tesla P100-DGXS-16GB, pci bus id: 0000:07:00.0, compute capability: 6.0

2022-09-20 15:45:10.549095: I tensorflow/cc/saved_model/loader.cc:230] Restoring SavedModel bundle.

2022-09-20 15:45:10.686142: I tensorflow/cc/saved_model/loader.cc:214] Running initialization op on SavedModel bundle at path: /tmp/output/criteo/ensemble/1_predicttensorflow/1/model.savedmodel

2022-09-20 15:45:10.748529: I tensorflow/cc/saved_model/loader.cc:321] SavedModel load for tags { serve }; Status: success: OK. Took 236808 microseconds.

I0920 15:45:10.765736 17279 tensorflow.cc:2729] TRITONBACKEND_ModelInstanceFinalize: delete instance state

I0920 15:45:10.765799 17279 tensorflow.cc:2668] TRITONBACKEND_ModelFinalize: delete model state

E0920 15:45:10.765855 17279 model_lifecycle.cc:596] failed to load '1_predicttensorflow' version 1: Invalid argument: unable to load model '1_predicttensorflow', configuration expects 78 inputs, model provides 39

I0920 15:45:15.145178 17279 python_be.cc:1767] TRITONBACKEND_ModelInstanceInitialize: 0_transformworkflow (GPU device 0)

I0920 15:45:18.595253 17279 model_lifecycle.cc:693] successfully loaded '0_transformworkflow' version 1

E0920 15:45:18.595365 17279 model_repository_manager.cc:481] Invalid argument: ensemble 'ensemble_model' depends on '1_predicttensorflow' which has no loaded version

I0920 15:45:18.595419 17279 server.cc:561]

+------------------+------+

| Repository Agent | Path |

+------------------+------+

+------------------+------+
I0920 15:45:18.595466 17279 server.cc:588]

+------------+-----------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+

| Backend    | Path                                                            | Config                                                                                                                                                                      |

+------------+-----------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+

| tensorflow | /opt/tritonserver/backends/tensorflow2/libtriton_tensorflow2.so | {"cmdline":{"auto-complete-config":"true","backend-directory":"/opt/tritonserver/backends","min-compute-capability":"6.000000","version":"2","default-max-batch-size":"4"}} |

| python     | /opt/tritonserver/backends/python/libtriton_python.so           | {"cmdline":{"auto-complete-config":"true","min-compute-capability":"6.000000","backend-directory":"/opt/tritonserver/backends","default-max-batch-size":"4"}}               |

+------------+-----------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
I0920 15:45:18.595505 17279 server.cc:631]

+---------------------+---------+-------------------------------------------------------------------------------------------------------------------------------+

| Model               | Version | Status                                                                                                                        |

+---------------------+---------+-------------------------------------------------------------------------------------------------------------------------------+

| 0_transformworkflow | 1       | READY                                                                                                                         |

| 1_predicttensorflow | 1       | UNAVAILABLE: Invalid argument: unable to load model '1_predicttensorflow', configuration expects 78 inputs, model provides 39 |

+---------------------+---------+-------------------------------------------------------------------------------------------------------------------------------+
I0920 15:45:18.652697 17279 metrics.cc:650] Collecting metrics for GPU 0: Tesla P100-DGXS-16GB

I0920 15:45:18.653518 17279 tritonserver.cc:2214]

+----------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+

| Option                           | Value                                                                                                                                                                                        |

+----------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+

| server_id                        | triton                                                                                                                                                                                       |

| server_version                   | 2.25.0                                                                                                                                                                                       |

| server_extensions                | classification sequence model_repository model_repository(unload_dependents) schedule_policy model_configuration system_shared_memory cuda_shared_memory binary_tensor_data statistics trace |

| model_repository_path[0]         | /tmp/output/criteo/ensemble/                                                                                                                                                                 |

| model_control_mode               | MODE_NONE                                                                                                                                                                                    |

| strict_model_config              | 0                                                                                                                                                                                            |

| rate_limit                       | OFF                                                                                                                                                                                          |

| pinned_memory_pool_byte_size     | 268435456                                                                                                                                                                                    |

| cuda_memory_pool_byte_size{0}    | 67108864                                                                                                                                                                                     |

| response_cache_byte_size         | 0                                                                                                                                                                                            |

| min_supported_compute_capability | 6.0                                                                                                                                                                                          |

| strict_readiness                 | 1                                                                                                                                                                                            |

| exit_timeout                     | 30                                                                                                                                                                                           |

+----------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
I0920 15:45:18.653553 17279 server.cc:262] Waiting for in-flight requests to complete.

I0920 15:45:18.653561 17279 server.cc:278] Timeout 30: Found 0 model versions that have in-flight inferences

I0920 15:45:18.653602 17279 server.cc:293] All models are stopped, unloading models

I0920 15:45:18.653611 17279 server.cc:300] Timeout 30: Found 1 live models and 0 in-flight non-inference requests

I0920 15:45:19.653694 17279 server.cc:300] Timeout 29: Found 1 live models and 0 in-flight non-inference requests

W0920 15:45:19.675130 17279 metrics.cc:468] Unable to get energy consumption for GPU 0. Status:Success, value:0

I0920 15:45:20.174015 17279 model_lifecycle.cc:578] successfully unloaded '0_transformworkflow' version 1

I0920 15:45:20.653824 17279 server.cc:300] Timeout 28: Found 0 live models and 0 in-flight non-inference requests

error: creating server: Internal - failed to load all models

W0920 15:45:20.675303 17279 metrics.cc:468] Unable to get energy consumption for GPU 0. Status:Success, value:0

Error in atexit._run_exitfuncs:

Traceback (most recent call last):

File "/usr/lib/python3.8/logging/init.py", line 2127, in shutdown

h.close()

File "/usr/local/lib/python3.8/dist-packages/absl/logging/init.py", line 934, in close

self.stream.close()

File "/usr/local/lib/python3.8/dist-packages/ipykernel/iostream.py", line 438, in close

self.watch_fd_thread.join()

AttributeError: 'OutStream' object has no attribute 'watch_fd_thread'
---------- coverage: platform linux, python 3.8.10-final-0 -----------

Name                                                                                                  Stmts   Miss  Cover
.tox/test-gpu/lib/python3.8/site-packages/merlin/core/init.py                                         2      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/core/_version.py                                         4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/core/compat.py                                           9      4    56%

.tox/test-gpu/lib/python3.8/site-packages/merlin/core/dispatch.py                                       346    221    36%

.tox/test-gpu/lib/python3.8/site-packages/merlin/core/utils.py                                          195    119    39%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/init.py                                          4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/base_operator.py                                   115     21    82%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/executors.py                                       111     50    55%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/graph.py                                            99     35    65%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/node.py                                            342    165    52%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/ops/init.py                                      4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/ops/concat_columns.py                               18      6    67%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/ops/selection.py                                    20      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/ops/subset_columns.py                               12      4    67%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/ops/subtraction.py                                  21     11    48%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/selector.py                                         88     28    68%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/init.py                                           4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/csv.py                                               57     38    33%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/dask.py                                             181    117    35%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/dataframe_engine.py                                  61     47    23%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/dataframe_iter.py                                    21      4    81%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/dataset.py                                          346    234    32%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/dataset_engine.py                                    37     13    65%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/fsspec_utils.py                                     127    108    15%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/hugectr.py                                           45     35    22%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/parquet.py                                          603    345    43%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/shuffle.py                                           38     20    47%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/worker.py                                            80     30    62%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/writer.py                                           190     78    59%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/writer_factory.py                                    18      5    72%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/init.py                                       2      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/_version.py                                       4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/config/init.py                                0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/config/schema.py                                 62     20    68%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/loader/init.py                                0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/loader/backend.py                               379    117    69%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/loader/dataframe_iter.py                         21     17    19%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/loader/tf_utils.py                               57     27    53%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/loader/utils.py                                  40     15    62%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/init.py                                   64      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/init.py                             0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/cross.py                               44     28    36%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/dlrm.py                                49     11    78%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/experts.py                             99     75    24%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/interaction.py                         93     48    48%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/mlp.py                                114     58    49%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/optimizer.py                          173    127    27%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/retrieval/init.py                   0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/retrieval/base.py                     168    125    26%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/retrieval/matrix_factorization.py      35     19    46%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/retrieval/two_tower.py                 30     18    40%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/sampling/init.py                    0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/sampling/base.py                       29     11    62%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/sampling/cross_batch.py                46     31    33%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/sampling/in_batch.py                   35     20    43%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/sampling/queue.py                     115     99    14%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/init.py                               0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/aggregation.py                          245    109    56%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/base.py                                 239    115    52%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/combinators.py                          393    144    63%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/encoder.py                               73     47    36%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/index.py                                104     68    35%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/prediction.py                            25      2    92%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/tabular.py                              271     76    72%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/dataset.py                                   213    108    49%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/inputs/init.py                             0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/inputs/base.py                                56     44    21%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/inputs/continuous.py                          33      3    91%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/inputs/embedding.py                          432    244    44%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/losses/init.py                             4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/losses/base.py                                 9      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/losses/listwise.py                            13      2    85%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/losses/pairwise.py                           113     55    51%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/metrics/init.py                            2      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/metrics/topk.py                              184     89    52%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/init.py                             0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/base.py                               543    262    52%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/benchmark.py                           16      6    62%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/ranking.py                             71     44    38%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/retrieval.py                           32     15    53%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/utils.py                               10      2    80%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/init.py                            0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/base.py                              123     90    27%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/classification.py                     82     48    41%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/contrastive.py                       135     99    27%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/regression.py                          9      2    78%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/sampling/init.py                   0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/sampling/base.py                      78     41    47%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/sampling/in_batch.py                  37     22    41%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/sampling/popularity.py                27     17    37%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/init.py                   0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/base.py                     199    109    45%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/classification.py            68     25    63%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/multi.py                      7      1    86%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/next_item.py                 59     33    44%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/regression.py                35     19    46%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/retrieval.py                 73     48    34%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/init.py                         0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/bias.py                            74     49    34%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/features.py                       239    187    22%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/noise.py                           43     28    35%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/regularization.py                  17      6    65%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/tensor.py                          91     47    48%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/typing.py                                      7      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/utils/init.py                              0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/utils/batch_utils.py                          81     56    31%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/utils/repr_utils.py                           69     48    30%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/utils/search_utils.py                         34     22    35%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/utils/tf_utils.py                            186    127    32%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/init.py                                 0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/constants.py                                3      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/dataset.py                                 33     24    27%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/doc_utils.py                               10      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/misc_utils.py                             118     90    24%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/registry.py                               101     31    69%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/schema_utils.py                            90     64    29%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/init.py                                       2      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/io/init.py                                    0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/io/proto_utils.py                                20      6    70%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/io/schema_bp.py                                 306      7    98%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/io/tensorflow_metadata.py                       191     46    76%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/schema.py                                       205     54    74%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/tags.py                                          82      8    90%

/usr/local/lib/python3.8/dist-packages/merlin/systems/init.py                                         6      0   100%

/usr/local/lib/python3.8/dist-packages/merlin/systems/_version.py                                         4      0   100%

/usr/local/lib/python3.8/dist-packages/merlin/systems/dag/init.py                                     3      0   100%

/usr/local/lib/python3.8/dist-packages/merlin/systems/dag/ensemble.py                                    78      7    91%

/usr/local/lib/python3.8/dist-packages/merlin/systems/dag/node.py                                        20      1    95%

/usr/local/lib/python3.8/dist-packages/merlin/systems/dag/op_runner.py                                   21     15    29%

/usr/local/lib/python3.8/dist-packages/merlin/systems/dag/ops/init.py                                 9      4    56%

/usr/local/lib/python3.8/dist-packages/merlin/systems/dag/ops/operator.py                                83     37    55%

/usr/local/lib/python3.8/dist-packages/merlin/systems/dag/ops/tensorflow.py                              81     19    77%

/usr/local/lib/python3.8/dist-packages/merlin/systems/dag/ops/workflow.py                                25      0   100%

/usr/local/lib/python3.8/dist-packages/merlin/systems/model_registry.py                                  16      8    50%

/usr/local/lib/python3.8/dist-packages/merlin/systems/triton/init.py                                 47     17    64%

/usr/local/lib/python3.8/dist-packages/merlin/systems/triton/conversions.py                              87     73    16%

/usr/local/lib/python3.8/dist-packages/merlin/systems/triton/export.py                                  266    210    21%

/usr/local/lib/python3.8/dist-packages/merlin/systems/triton/utils.py                                    72     26    64%

/usr/local/lib/python3.8/dist-packages/merlin/systems/workflow/init.py                               22     20     9%

/usr/local/lib/python3.8/dist-packages/merlin/systems/workflow/base.py                                  113     58    49%

/usr/local/lib/python3.8/dist-packages/merlin/systems/workflow/hugectr.py                                37     29    22%

/usr/local/lib/python3.8/dist-packages/merlin/systems/workflow/pytorch.py                                10      6    40%

/usr/local/lib/python3.8/dist-packages/merlin/systems/workflow/tensorflow.py                             32     25    22%
TOTAL                                                                                                 11904   6048    49%
=========================== short test summary info ============================

SKIPPED [1] tests/unit/examples/test_building_deploying_multi_stage_RecSys.py:16: 'NoneType' returning from faiss operator because of randomly generated data.

============== 1 failed, 1 passed, 1 skipped in 92.66s (0:01:32) ===============

/usr/local/lib/python3.8/dist-packages/coverage/inorout.py:519: CoverageWarning: Module merlin was never imported. (module-not-imported)

self.warn(f"Module {pkg} was never imported.", slug="module-not-imported")

/usr/local/lib/python3.8/dist-packages/coverage/control.py:794: CoverageWarning: No data was collected. (no-data-collected)

self._warn("No data was collected.", slug="no-data-collected")

ERROR: InvocationError for command /var/jenkins_home/workspace/merlin_merlin/merlin/.tox/test-gpu/bin/python -m pytest --cov-report term --cov merlin -rxs tests/unit (exited with code 1)

___________________________________ summary ____________________________________

ERROR:   test-gpu: commands failed

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/Merlin/issues/$ghprbPullId/comments" "/var/jenkins_home/jobs/$JOB_NAME/builds/$BUILD_NUMBER/log"

[merlin_merlin] $ /bin/bash /tmp/jenkins6607530791827334516.sh

[nvidia-merlin-bot]

Click to view CI Results

GitHub pull request #626 of commit e6a2c5c50a65d28472027ae715320989b5228ca7, no merge conflicts.
Running as SYSTEM
Setting status of e6a2c5c50a65d28472027ae715320989b5228ca7 to PENDING with url https://10.20.13.93:8080/job/merlin_merlin/461/console and message: 'Pending'
Using context: Jenkins
Building on master in workspace /var/jenkins_home/workspace/merlin_merlin
using credential systems-login
 > git rev-parse --is-inside-work-tree # timeout=10
Fetching changes from the remote Git repository
 > git config remote.origin.url https://github.com/NVIDIA-Merlin/Merlin # timeout=10
Fetching upstream changes from https://github.com/NVIDIA-Merlin/Merlin
 > git --version # timeout=10
using GIT_ASKPASS to set credentials login for merlin-systems
 > git fetch --tags --force --progress -- https://github.com/NVIDIA-Merlin/Merlin +refs/pull/626/*:refs/remotes/origin/pr/626/* # timeout=10
 > git rev-parse e6a2c5c50a65d28472027ae715320989b5228ca7^{commit} # timeout=10
Checking out Revision e6a2c5c50a65d28472027ae715320989b5228ca7 (detached)
 > git config core.sparsecheckout # timeout=10
 > git checkout -f e6a2c5c50a65d28472027ae715320989b5228ca7 # timeout=10
Commit message: "Merge branch 'main' into docs-dev-review"
 > git rev-list --no-walk d6459cda1583f477363f19fe0a06332a0a7eecda # timeout=10
[merlin_merlin] $ /bin/bash /tmp/jenkins14638830375623839938.sh
GLOB sdist-make: /var/jenkins_home/workspace/merlin_merlin/merlin/setup.py
test-gpu inst-nodeps: /var/jenkins_home/workspace/merlin_merlin/merlin/.tox/.tmp/package/1/merlin-0.0.1.zip
WARNING: Discarding $PYTHONPATH from environment, to override specify PYTHONPATH in 'passenv' in your configuration.
test-gpu installed: absl-py==1.2.0,aiohttp==3.8.1,aiosignal==1.2.0,alabaster==0.7.12,anyio==3.6.1,argon2-cffi==21.3.0,argon2-cffi-bindings==21.2.0,astroid==2.5.6,asttokens==2.0.8,astunparse==1.6.3,asv==0.5.1,asvdb==0.4.2,async-timeout==4.0.2,attrs==22.1.0,awscli==1.25.77,Babel==2.10.3,backcall==0.2.0,beautifulsoup4==4.11.1,betterproto==1.2.5,black==22.6.0,bleach==5.0.1,boto3==1.24.75,botocore==1.27.76,Brotli==1.0.9,cachetools==5.2.0,certifi==2019.11.28,cffi==1.15.1,chardet==3.0.4,charset-normalizer==2.1.1,clang==5.0,click==8.1.3,cloudpickle==2.2.0,cmake==3.24.1.1,colorama==0.4.4,contourpy==1.0.5,coverage==6.4.4,cuda-python==11.7.1,cupy-cuda117==10.6.0,cycler==0.11.0,Cython==0.29.32,dask==2022.1.1,dbus-python==1.2.16,debugpy==1.6.3,decorator==5.1.1,defusedxml==0.7.1,dill==0.3.5.1,distlib==0.3.6,distributed==2022.5.1,distro==1.7.0,dm-tree==0.1.6,docker-pycreds==0.4.0,docutils==0.16,emoji==1.7.0,entrypoints==0.4,execnet==1.9.0,executing==1.0.0,faiss==1.7.2,faiss-gpu==1.7.2,fastai==2.7.9,fastapi==0.85.0,fastavro==1.6.1,fastcore==1.5.27,fastdownload==0.0.7,fastjsonschema==2.16.1,fastprogress==1.0.3,fastrlock==0.8,feast==0.19.4,fiddle==0.2.2,filelock==3.8.0,flatbuffers==1.12,fonttools==4.37.2,frozenlist==1.3.1,fsspec==2022.5.0,gast==0.4.0,gevent==21.12.0,geventhttpclient==2.0.2,gitdb==4.0.9,GitPython==3.1.27,google==3.0.0,google-api-core==2.10.1,google-auth==2.11.1,google-auth-oauthlib==0.4.6,google-pasta==0.2.0,googleapis-common-protos==1.52.0,graphviz==0.20.1,greenlet==1.1.3,grpcio==1.41.0,grpcio-channelz==1.49.0,grpcio-reflection==1.48.1,grpclib==0.4.3,h11==0.13.0,h2==4.1.0,h5py==3.7.0,HeapDict==1.0.1,hpack==4.0.0,httptools==0.5.0,hugectr2onnx==0.0.0,huggingface-hub==0.9.1,hyperframe==6.0.1,idna==2.8,imagesize==1.4.1,implicit==0.6.1,importlib-metadata==4.12.0,importlib-resources==5.9.0,iniconfig==1.1.1,ipykernel==6.15.3,ipython==8.5.0,ipython-genutils==0.2.0,ipywidgets==7.7.0,jedi==0.18.1,Jinja2==3.1.2,jmespath==1.0.1,joblib==1.2.0,json5==0.9.10,jsonschema==4.16.0,jupyter-cache==0.4.3,jupyter-core==4.11.1,jupyter-server==1.18.1,jupyter-server-mathjax==0.2.5,jupyter-sphinx==0.3.2,jupyter_client==7.3.5,jupyterlab==3.4.7,jupyterlab-pygments==0.2.2,jupyterlab-widgets==1.1.0,jupyterlab_server==2.15.1,keras==2.9.0,Keras-Preprocessing==1.1.2,kiwisolver==1.4.4,lazy-object-proxy==1.7.1,libclang==14.0.6,libcst==0.4.7,lightfm==1.16,lightgbm==3.3.2,linkify-it-py==1.0.3,llvmlite==0.39.1,locket==1.0.0,lxml==4.9.1,Markdown==3.4.1,markdown-it-py==1.1.0,MarkupSafe==2.1.1,matplotlib==3.6.0,matplotlib-inline==0.1.6,mdit-py-plugins==0.2.8,merlin==0.0.1,merlin-core==0.6.0+1.g5926fcf,merlin-models==0.7.0+6.ga00b40ba3,merlin-systems==0.5.0+4.g15074ad,mistune==2.0.4,mmh3==3.0.0,mpi4py==3.1.3,msgpack==1.0.4,multidict==6.0.2,mypy-extensions==0.4.3,myst-nb==0.13.2,myst-parser==0.15.2,natsort==8.1.0,nbclassic==0.4.3,nbclient==0.6.8,nbconvert==7.0.0,nbdime==3.1.1,nbformat==5.5.0,nest-asyncio==1.5.5,ninja==1.10.2.3,notebook==6.4.12,notebook-shim==0.1.0,numba==0.56.2,numpy==1.22.4,nvidia-pyindex==1.0.9,# Editable install with no version control (nvtabular==1.4.0+8.g95e12d347),-e /usr/local/lib/python3.8/dist-packages,nvtx==0.2.5,oauthlib==3.2.1,oldest-supported-numpy==2022.8.16,onnx==1.12.0,onnxruntime==1.11.1,opt-einsum==3.3.0,packaging==21.3,pandas==1.3.5,pandavro==1.5.2,pandocfilters==1.5.0,parso==0.8.3,partd==1.3.0,pathtools==0.1.2,pexpect==4.8.0,pickleshare==0.7.5,Pillow==9.2.0,pkgutil_resolve_name==1.3.10,platformdirs==2.5.2,pluggy==1.0.0,prometheus-client==0.14.1,promise==2.3,prompt-toolkit==3.0.31,proto-plus==1.19.6,protobuf==3.19.5,psutil==5.9.2,ptyprocess==0.7.0,pure-eval==0.2.2,py==1.11.0,pyarrow==7.0.0,pyasn1==0.4.8,pyasn1-modules==0.2.8,pybind11==2.10.0,pycparser==2.21,pydantic==1.10.2,pydot==1.4.2,Pygments==2.13.0,PyGObject==3.36.0,pynvml==11.4.1,pyparsing==3.0.9,pyrsistent==0.18.1,pytest==7.1.3,pytest-cov==3.0.0,pytest-forked==1.4.0,pytest-xdist==2.5.0,python-apt==2.0.0+ubuntu0.20.4.8,python-dateutil==2.8.2,python-dotenv==0.21.0,python-rapidjson==1.8,pytz==2022.2.1,PyYAML==5.4.1,pyzmq==24.0.0,regex==2022.9.13,requests==2.22.0,requests-oauthlib==1.3.1,requests-unixsocket==0.2.0,rsa==4.7.2,s3fs==2022.2.0,s3transfer==0.6.0,sacremoses==0.0.53,scikit-build==0.15.0,scikit-learn==1.1.2,scipy==1.9.1,seedir==0.3.0,Send2Trash==1.8.0,sentry-sdk==1.9.8,setproctitle==1.3.2,setuptools-scm==7.0.5,shortuuid==1.0.9,six==1.15.0,sklearn==0.0,smmap==5.0.0,sniffio==1.3.0,snowballstemmer==2.2.0,sortedcontainers==2.4.0,soupsieve==2.3.2.post1,Sphinx==5.1.1,sphinx-multiversion==0.2.4,sphinx-togglebutton==0.3.1,sphinx_external_toc==0.3.0,sphinxcontrib-applehelp==1.0.2,sphinxcontrib-copydirs @ git+https://github.com/mikemckiernan/sphinxcontrib-copydirs.git@bd8c5d79b3f91cf5f1bb0d6995aeca3fe84b670e,sphinxcontrib-devhelp==1.0.2,sphinxcontrib-htmlhelp==2.0.0,sphinxcontrib-jsmath==1.0.1,sphinxcontrib-qthelp==1.0.3,sphinxcontrib-serializinghtml==1.1.5,SQLAlchemy==1.4.36,stack-data==0.5.0,starlette==0.20.4,stringcase==1.2.0,supervisor==4.1.0,tabulate==0.8.10,tblib==1.7.0,tdqm==0.0.1,tenacity==8.0.1,tensorboard==2.9.1,tensorboard-data-server==0.6.1,tensorboard-plugin-wit==1.8.1,tensorflow==2.6.2,tensorflow-estimator==2.9.0,tensorflow-gpu==2.9.2,tensorflow-io-gcs-filesystem==0.27.0,tensorflow-metadata==1.10.0,termcolor==2.0.1,terminado==0.15.0,testbook==0.4.2,threadpoolctl==3.1.0,tinycss2==1.1.1,tokenizers==0.10.3,toml==0.10.2,tomli==2.0.1,toolz==0.12.0,torch==1.12.1+cu113,torchmetrics==0.3.2,tornado==6.2,tox==3.26.0,tqdm==4.64.1,traitlets==5.4.0,transformers==4.12.0,transformers4rec==0.1.12+2.gbcc939255,treelite==2.3.0,treelite-runtime==2.3.0,tritonclient==2.25.0,typing-inspect==0.8.0,typing_extensions==4.3.0,uc-micro-py==1.0.1,urllib3==1.26.12,uvicorn==0.18.3,uvloop==0.17.0,versioneer==0.20,virtualenv==20.16.5,wandb==0.13.3,watchfiles==0.17.0,wcwidth==0.2.5,webencodings==0.5.1,websocket-client==1.4.1,websockets==10.3,Werkzeug==2.2.2,widgetsnbextension==3.6.0,wrapt==1.12.1,xgboost==1.6.2,yarl==1.8.1,zict==2.2.0,zipp==3.8.1,zope.event==4.5.0,zope.interface==5.4.0
test-gpu run-test-pre: PYTHONHASHSEED='2753681320'
test-gpu run-test: commands[0] | python -m pip install --upgrade git+https://github.com/NVIDIA-Merlin/systems.git
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Collecting git+https://github.com/NVIDIA-Merlin/systems.git
  Cloning https://github.com/NVIDIA-Merlin/systems.git to /tmp/pip-req-build-ftutvznk
  Running command git clone --filter=blob:none --quiet https://github.com/NVIDIA-Merlin/systems.git /tmp/pip-req-build-ftutvznk
  Resolved https://github.com/NVIDIA-Merlin/systems.git to commit 15074adf11bcc9bb9da375ec40ab4e431f1c93e9
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): finished with status 'done'
Requirement already satisfied: merlin-core>=0.2.0 in ./.tox/test-gpu/lib/python3.8/site-packages (from merlin-systems==0.5.0+4.g15074ad) (0.6.0+1.g5926fcf)
Requirement already satisfied: nvtabular>=1.0.0 in ./.tox/test-gpu/lib/python3.8/site-packages (from merlin-systems==0.5.0+4.g15074ad) (1.4.0+8.g95e12d34)
Requirement already satisfied: protobuf>=3.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (3.19.5)
Requirement already satisfied: tensorflow-metadata>=1.2.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.10.0)
Requirement already satisfied: numba>=0.54 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (0.55.1)
Requirement already satisfied: dask>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2022.3.0)
Requirement already satisfied: betterproto<2.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.2.5)
Requirement already satisfied: distributed>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2022.3.0)
Requirement already satisfied: pandas<1.4.0dev0,>=1.2.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.3.5)
Requirement already satisfied: pyarrow>=5.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (7.0.0)
Requirement already satisfied: tqdm>=4.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (4.64.1)
Requirement already satisfied: fsspec==2022.5.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2022.5.0)
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test-gpu run-test: commands[1] | python -m pip install --upgrade git+https://github.com/NVIDIA-Merlin/models.git
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Collecting git+https://github.com/NVIDIA-Merlin/models.git
  Cloning https://github.com/NVIDIA-Merlin/models.git to /tmp/pip-req-build-qz5y_0hd
  Running command git clone --filter=blob:none --quiet https://github.com/NVIDIA-Merlin/models.git /tmp/pip-req-build-qz5y_0hd
  Resolved https://github.com/NVIDIA-Merlin/models.git to commit 5dd48d1a85dab8e11189337b8b82b21ecf8f11d3
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): finished with status 'done'
Requirement already satisfied: merlin-core>=0.2.0 in ./.tox/test-gpu/lib/python3.8/site-packages (from merlin-models==0.7.0+7.g5dd48d1a) (0.6.0+1.g5926fcf)
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Requirement already satisfied: hpack<5,>=4.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (4.0.0)
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test-gpu run-test: commands[2] | python -m pip install --upgrade git+https://github.com/NVIDIA-Merlin/NVTabular.git
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Collecting git+https://github.com/NVIDIA-Merlin/NVTabular.git
  Cloning https://github.com/NVIDIA-Merlin/NVTabular.git to /tmp/pip-req-build-1i_rwmx2
  Running command git clone --filter=blob:none --quiet https://github.com/NVIDIA-Merlin/NVTabular.git /tmp/pip-req-build-1i_rwmx2
  Resolved https://github.com/NVIDIA-Merlin/NVTabular.git to commit 95e12d34728eb74c107780906635955144d8c90b
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): finished with status 'done'
Requirement already satisfied: merlin-core>=0.2.0 in ./.tox/test-gpu/lib/python3.8/site-packages (from nvtabular==1.4.0+8.g95e12d34) (0.6.0+1.g5926fcf)
Requirement already satisfied: scipy in /usr/local/lib/python3.8/dist-packages (from nvtabular==1.4.0+8.g95e12d34) (1.9.1)
Requirement already satisfied: protobuf>=3.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (3.19.5)
Requirement already satisfied: tensorflow-metadata>=1.2.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.10.0)
Requirement already satisfied: numba>=0.54 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (0.55.1)
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Requirement already satisfied: betterproto<2.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.2.5)
Requirement already satisfied: distributed>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (2022.3.0)
Requirement already satisfied: pandas<1.4.0dev0,>=1.2.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.3.5)
Requirement already satisfied: pyarrow>=5.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (7.0.0)
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test-gpu run-test: commands[3] | python -m pip install --upgrade git+https://github.com/NVIDIA-Merlin/core.git
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Collecting git+https://github.com/NVIDIA-Merlin/core.git
  Cloning https://github.com/NVIDIA-Merlin/core.git to /tmp/pip-req-build-9rx6aoh0
  Running command git clone --filter=blob:none --quiet https://github.com/NVIDIA-Merlin/core.git /tmp/pip-req-build-9rx6aoh0
  Resolved https://github.com/NVIDIA-Merlin/core.git to commit 5926fcfc0776c112680cbca28553c15211c2fda7
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): finished with status 'done'
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test-gpu run-test: commands[4] | python -m pytest --cov-report term --cov merlin -rxs tests/unit
============================= test session starts ==============================
platform linux -- Python 3.8.10, pytest-7.1.3, pluggy-1.0.0
cachedir: .tox/test-gpu/.pytest_cache
rootdir: /var/jenkins_home/workspace/merlin_merlin/merlin
plugins: anyio-3.5.0, xdist-2.5.0, forked-1.4.0, cov-3.0.0
collected 3 items
tests/unit/test_version.py .                                             [ 33%]

tests/unit/examples/test_building_deploying_multi_stage_RecSys.py s      [ 66%]

tests/unit/examples/test_scaling_criteo_merlin_models.py F               [100%]
=================================== FAILURES ===================================

__________________________________ test_func ___________________________________
self = <testbook.client.TestbookNotebookClient object at 0x7f65799c70a0>

cell = [31], kwargs = {}, cell_indexes = [31], executed_cells = [], idx = 31
def execute_cell(self, cell, **kwargs) -> Union[Dict, List[Dict]]:
    """
    Executes a cell or list of cells
    """
    if isinstance(cell, slice):
        start, stop = self._cell_index(cell.start), self._cell_index(cell.stop)
        if cell.step is not None:
            raise TestbookError('testbook does not support step argument')

        cell = range(start, stop + 1)
    elif isinstance(cell, str) or isinstance(cell, int):
        cell = [cell]

    cell_indexes = cell

    if all(isinstance(x, str) for x in cell):
        cell_indexes = [self._cell_index(tag) for tag in cell]

    executed_cells = []
    for idx in cell_indexes:
        try:


          cell = super().execute_cell(self.nb['cells'][idx], idx, **kwargs)


../../../.local/lib/python3.8/site-packages/testbook/client.py:133:

args = (<testbook.client.TestbookNotebookClient object at 0x7f65799c70a0>, {'id': '3ad6817c', 'cell_type': 'code', 'metadata'...[38;5;241m.\x1b[39mis_server_ready()\n', '\x1b[0;31mRuntimeError\x1b[0m: Tritonserver failed to start (ret=1)']}]}, 31)

kwargs = {}
def wrapped(*args, **kwargs):


  return just_run(coro(*args, **kwargs))


../../../.local/lib/python3.8/site-packages/nbclient/util.py:84:

coro = <coroutine object NotebookClient.async_execute_cell at 0x7f650676e640>
def just_run(coro: Awaitable) -> Any:
    """Make the coroutine run, even if there is an event loop running (using nest_asyncio)"""
    # original from vaex/asyncio.py
    loop = asyncio._get_running_loop()
    if loop is None:
        had_running_loop = False
        try:
            loop = asyncio.get_event_loop()
        except RuntimeError:
            # we can still get 'There is no current event loop in ...'
            loop = asyncio.new_event_loop()
            asyncio.set_event_loop(loop)
    else:
        had_running_loop = True
    if had_running_loop:
        # if there is a running loop, we patch using nest_asyncio
        # to have reentrant event loops
        check_ipython()
        import nest_asyncio

        nest_asyncio.apply()
        check_patch_tornado()


  return loop.run_until_complete(coro)


../../../.local/lib/python3.8/site-packages/nbclient/util.py:62:

self = <_UnixSelectorEventLoop running=False closed=False debug=False>

future = <Task finished name='Task-228' coro=<NotebookClient.async_execute_cell() done, defined at /var/jenkins_home/.local/lib...0;31mRuntimeError\x1b[0m: Tritonserver failed to start (ret=1)\nRuntimeError: Tritonserver failed to start (ret=1)\n')>
def run_until_complete(self, future):
    """Run until the Future is done.

    If the argument is a coroutine, it is wrapped in a Task.

    WARNING: It would be disastrous to call run_until_complete()
    with the same coroutine twice -- it would wrap it in two
    different Tasks and that can't be good.

    Return the Future's result, or raise its exception.
    """
    self._check_closed()
    self._check_running()

    new_task = not futures.isfuture(future)
    future = tasks.ensure_future(future, loop=self)
    if new_task:
        # An exception is raised if the future didn't complete, so there
        # is no need to log the "destroy pending task" message
        future._log_destroy_pending = False

    future.add_done_callback(_run_until_complete_cb)
    try:
        self.run_forever()
    except:
        if new_task and future.done() and not future.cancelled():
            # The coroutine raised a BaseException. Consume the exception
            # to not log a warning, the caller doesn't have access to the
            # local task.
            future.exception()
        raise
    finally:
        future.remove_done_callback(_run_until_complete_cb)
    if not future.done():
        raise RuntimeError('Event loop stopped before Future completed.')


  return future.result()


/usr/lib/python3.8/asyncio/base_events.py:616:

self = <testbook.client.TestbookNotebookClient object at 0x7f65799c70a0>

cell = {'id': '3ad6817c', 'cell_type': 'code', 'metadata': {'execution': {'iopub.status.busy': '2022-09-20T15:58:36.068652Z',...t\x1b[38;5;241m.\x1b[39mis_server_ready()\n', '\x1b[0;31mRuntimeError\x1b[0m: Tritonserver failed to start (ret=1)']}]}

cell_index = 31, execution_count = None, store_history = True
async def async_execute_cell(
    self,
    cell: NotebookNode,
    cell_index: int,
    execution_count: t.Optional[int] = None,
    store_history: bool = True,
) -> NotebookNode:
    """
    Executes a single code cell.

    To execute all cells see :meth:`execute`.

    Parameters
    ----------
    cell : nbformat.NotebookNode
        The cell which is currently being processed.
    cell_index : int
        The position of the cell within the notebook object.
    execution_count : int
        The execution count to be assigned to the cell (default: Use kernel response)
    store_history : bool
        Determines if history should be stored in the kernel (default: False).
        Specific to ipython kernels, which can store command histories.

    Returns
    -------
    output : dict
        The execution output payload (or None for no output).

    Raises
    ------
    CellExecutionError
        If execution failed and should raise an exception, this will be raised
        with defaults about the failure.

    Returns
    -------
    cell : NotebookNode
        The cell which was just processed.
    """
    assert self.kc is not None

    await run_hook(self.on_cell_start, cell=cell, cell_index=cell_index)

    if cell.cell_type != 'code' or not cell.source.strip():
        self.log.debug("Skipping non-executing cell %s", cell_index)
        return cell

    if self.skip_cells_with_tag in cell.metadata.get("tags", []):
        self.log.debug("Skipping tagged cell %s", cell_index)
        return cell

    if self.record_timing:  # clear execution metadata prior to execution
        cell['metadata']['execution'] = {}

    self.log.debug("Executing cell:\n%s", cell.source)

    cell_allows_errors = (not self.force_raise_errors) and (
        self.allow_errors or "raises-exception" in cell.metadata.get("tags", [])
    )

    await run_hook(self.on_cell_execute, cell=cell, cell_index=cell_index)
    parent_msg_id = await ensure_async(
        self.kc.execute(
            cell.source, store_history=store_history, stop_on_error=not cell_allows_errors
        )
    )
    await run_hook(self.on_cell_complete, cell=cell, cell_index=cell_index)
    # We launched a code cell to execute
    self.code_cells_executed += 1
    exec_timeout = self._get_timeout(cell)

    cell.outputs = []
    self.clear_before_next_output = False

    task_poll_kernel_alive = asyncio.ensure_future(self._async_poll_kernel_alive())
    task_poll_output_msg = asyncio.ensure_future(
        self._async_poll_output_msg(parent_msg_id, cell, cell_index)
    )
    self.task_poll_for_reply = asyncio.ensure_future(
        self._async_poll_for_reply(
            parent_msg_id, cell, exec_timeout, task_poll_output_msg, task_poll_kernel_alive
        )
    )
    try:
        exec_reply = await self.task_poll_for_reply
    except asyncio.CancelledError:
        # can only be cancelled by task_poll_kernel_alive when the kernel is dead
        task_poll_output_msg.cancel()
        raise DeadKernelError("Kernel died")
    except Exception as e:
        # Best effort to cancel request if it hasn't been resolved
        try:
            # Check if the task_poll_output is doing the raising for us
            if not isinstance(e, CellControlSignal):
                task_poll_output_msg.cancel()
        finally:
            raise

    if execution_count:
        cell['execution_count'] = execution_count


  await self._check_raise_for_error(cell, cell_index, exec_reply)


../../../.local/lib/python3.8/site-packages/nbclient/client.py:965:

self = <testbook.client.TestbookNotebookClient object at 0x7f65799c70a0>

cell = {'id': '3ad6817c', 'cell_type': 'code', 'metadata': {'execution': {'iopub.status.busy': '2022-09-20T15:58:36.068652Z',...t\x1b[38;5;241m.\x1b[39mis_server_ready()\n', '\x1b[0;31mRuntimeError\x1b[0m: Tritonserver failed to start (ret=1)']}]}

cell_index = 31

exec_reply = {'buffers': [], 'content': {'ename': 'RuntimeError', 'engine_info': {'engine_id': -1, 'engine_uuid': '0ac04bf7-d1a1-41...e, 'engine': '0ac04bf7-d1a1-411d-a008-0c2bdfb310bb', 'started': '2022-09-20T15:58:36.068934Z', 'status': 'error'}, ...}
async def _check_raise_for_error(
    self, cell: NotebookNode, cell_index: int, exec_reply: t.Optional[t.Dict]
) -> None:

    if exec_reply is None:
        return None

    exec_reply_content = exec_reply['content']
    if exec_reply_content['status'] != 'error':
        return None

    cell_allows_errors = (not self.force_raise_errors) and (
        self.allow_errors
        or exec_reply_content.get('ename') in self.allow_error_names
        or "raises-exception" in cell.metadata.get("tags", [])
    )
    await run_hook(self.on_cell_error, cell=cell, cell_index=cell_index)
    if not cell_allows_errors:


      raise CellExecutionError.from_cell_and_msg(cell, exec_reply_content)


E           nbclient.exceptions.CellExecutionError: An error occurred while executing the following cell:

E           ------------------

E

E           import shutil

E           from merlin.systems.triton.utils import run_ensemble_on_tritonserver

E           outputs = ensemble.output_schema.column_names

E           response = run_ensemble_on_tritonserver(

E               "/tmp/output/criteo/ensemble/",workflow.input_schema, batch.fillna(0),

E               outputs, "ensemble_model"

E           )

E           response = [x.tolist()[0] for x in response["label/binary_classification_task"]]

E           shutil.rmtree("/tmp/input/criteo", ignore_errors=True)

E           shutil.rmtree("/tmp/output/criteo", ignore_errors=True)

E

E           ------------------

E

E           �[0;31m---------------------------------------------------------------------------�[0m

E           �[0;31mRuntimeError�[0m                              Traceback (most recent call last)

E           Cell �[0;32mIn [13], line 4�[0m

E           �[1;32m      2�[0m �[38;5;28;01mfrom�[39;00m �[38;5;21;01mmerlin�[39;00m�[38;5;21;01m.�[39;00m�[38;5;21;01msystems�[39;00m�[38;5;21;01m.�[39;00m�[38;5;21;01mtriton�[39;00m�[38;5;21;01m.�[39;00m�[38;5;21;01mutils�[39;00m �[38;5;28;01mimport�[39;00m run_ensemble_on_tritonserver

E           �[1;32m      3�[0m outputs �[38;5;241m=�[39m ensemble�[38;5;241m.�[39moutput_schema�[38;5;241m.�[39mcolumn_names

E           �[0;32m----> 4�[0m response �[38;5;241m=�[39m �[43mrun_ensemble_on_tritonserver�[49m�[43m(�[49m

E           �[1;32m      5�[0m �[43m    �[49m�[38;5;124;43m"�[39;49m�[38;5;124;43m/tmp/output/criteo/ensemble/�[39;49m�[38;5;124;43m"�[39;49m�[43m,�[49m�[43mworkflow�[49m�[38;5;241;43m.�[39;49m�[43minput_schema�[49m�[43m,�[49m�[43m �[49m�[43mbatch�[49m�[38;5;241;43m.�[39;49m�[43mfillna�[49m�[43m(�[49m�[38;5;241;43m0�[39;49m�[43m)�[49m�[43m,�[49m

E           �[1;32m      6�[0m �[43m    �[49m�[43moutputs�[49m�[43m,�[49m�[43m �[49m�[38;5;124;43m"�[39;49m�[38;5;124;43mensemble_model�[39;49m�[38;5;124;43m"�[39;49m

E           �[1;32m      7�[0m �[43m)�[49m

E           �[1;32m      8�[0m response �[38;5;241m=�[39m [x�[38;5;241m.�[39mtolist()[�[38;5;241m0�[39m] �[38;5;28;01mfor�[39;00m x �[38;5;129;01min�[39;00m response[�[38;5;124m"�[39m�[38;5;124mlabel/binary_classification_task�[39m�[38;5;124m"�[39m]]

E           �[1;32m      9�[0m shutil�[38;5;241m.�[39mrmtree(�[38;5;124m"�[39m�[38;5;124m/tmp/input/criteo�[39m�[38;5;124m"�[39m, ignore_errors�[38;5;241m=�[39m�[38;5;28;01mTrue�[39;00m)

E

E           File �[0;32m/usr/local/lib/python3.8/dist-packages/merlin/systems/triton/utils.py:138�[0m, in �[0;36mrun_ensemble_on_tritonserver�[0;34m(tmpdir, schema, df, output_columns, model_name)�[0m

E           �[1;32m    115�[0m �[38;5;124;03m"""Starts up a Triton server instance, loads up the ensemble model,�[39;00m

E           �[1;32m    116�[0m �[38;5;124;03mprepares the inference request and returns the unparsed inference�[39;00m

E           �[1;32m    117�[0m �[38;5;124;03mresponse.�[39;00m

E           �[0;32m   (...)�[0m

E           �[1;32m    135�[0m �[38;5;124;03m    the results of the prediction, parsed by output column name.�[39;00m

E           �[1;32m    136�[0m �[38;5;124;03m"""�[39;00m

E           �[1;32m    137�[0m response �[38;5;241m=�[39m �[38;5;28;01mNone�[39;00m

E           �[0;32m--> 138�[0m �[38;5;28;01mwith�[39;00m run_triton_server(tmpdir) �[38;5;28;01mas�[39;00m client:

E           �[1;32m    139�[0m     response �[38;5;241m=�[39m send_triton_request(

E           �[1;32m    140�[0m         schema, df, output_columns, client�[38;5;241m=�[39mclient, triton_model�[38;5;241m=�[39mmodel_name

E           �[1;32m    141�[0m     )

E           �[1;32m    143�[0m �[38;5;28;01mreturn�[39;00m response

E

E           File �[0;32m/usr/lib/python3.8/contextlib.py:113�[0m, in �[0;36m_GeneratorContextManager.__enter__�[0;34m(self)�[0m

E           �[1;32m    111�[0m �[38;5;28;01mdel�[39;00m �[38;5;28mself�[39m�[38;5;241m.�[39margs, �[38;5;28mself�[39m�[38;5;241m.�[39mkwds, �[38;5;28mself�[39m�[38;5;241m.�[39mfunc

E           �[1;32m    112�[0m �[38;5;28;01mtry�[39;00m:

E           �[0;32m--> 113�[0m     �[38;5;28;01mreturn�[39;00m �[38;5;28;43mnext�[39;49m�[43m(�[49m�[38;5;28;43mself�[39;49m�[38;5;241;43m.�[39;49m�[43mgen�[49m�[43m)�[49m

E           �[1;32m    114�[0m �[38;5;28;01mexcept�[39;00m �[38;5;167;01mStopIteration�[39;00m:

E           �[1;32m    115�[0m     �[38;5;28;01mraise�[39;00m �[38;5;167;01mRuntimeError�[39;00m(�[38;5;124m"�[39m�[38;5;124mgenerator didn�[39m�[38;5;124m'�[39m�[38;5;124mt yield�[39m�[38;5;124m"�[39m) �[38;5;28;01mfrom�[39;00m �[38;5;28mNone�[39m

E

E           File �[0;32m/usr/local/lib/python3.8/dist-packages/merlin/systems/triton/utils.py:81�[0m, in �[0;36mrun_triton_server�[0;34m(model_repository, grpc_host, grpc_port, backend_config)�[0m

E           �[1;32m     79�[0m �[38;5;28;01mif�[39;00m process�[38;5;241m.�[39mpoll() �[38;5;129;01mis�[39;00m �[38;5;129;01mnot�[39;00m �[38;5;28;01mNone�[39;00m:

E           �[1;32m     80�[0m     retcode �[38;5;241m=�[39m process�[38;5;241m.�[39mreturncode

E           �[0;32m---> 81�[0m     �[38;5;28;01mraise�[39;00m �[38;5;167;01mRuntimeError�[39;00m(�[38;5;124mf�[39m�[38;5;124m"�[39m�[38;5;124mTritonserver failed to start (ret=�[39m�[38;5;132;01m{�[39;00mretcode�[38;5;132;01m}�[39;00m�[38;5;124m)�[39m�[38;5;124m"�[39m)

E           �[1;32m     83�[0m �[38;5;28;01mtry�[39;00m:

E           �[1;32m     84�[0m     ready �[38;5;241m=�[39m client�[38;5;241m.�[39mis_server_ready()

E

E           �[0;31mRuntimeError�[0m: Tritonserver failed to start (ret=1)

E           RuntimeError: Tritonserver failed to start (ret=1)
../../../.local/lib/python3.8/site-packages/nbclient/client.py:862: CellExecutionError
During handling of the above exception, another exception occurred:
def test_func():
    with testbook(
        REPO_ROOT / "examples" / "scaling-criteo" / "02-ETL-with-NVTabular.ipynb",
        execute=False,
        timeout=180,
    ) as tb1:
        tb1.inject(
            """
            import os
            os.environ["BASE_DIR"] = "/tmp/input/criteo/"
            os.environ["INPUT_DATA_DIR"] = "/tmp/input/criteo/"
            os.environ["OUTPUT_DATA_DIR"] = "/tmp/output/criteo/"
            os.system("mkdir -p /tmp/input/criteo")
            os.system("mkdir -p /tmp/output/criteo")

            from merlin.datasets.synthetic import generate_data

            train, valid = generate_data("criteo", int(100000), set_sizes=(0.7, 0.3))

            train.to_ddf().compute().to_parquet('/tmp/input/criteo/day_0.parquet')
            valid.to_ddf().compute().to_parquet('/tmp/input/criteo/day_1.parquet')
            """
        )
        tb1.execute()
        assert os.path.isfile("/tmp/output/criteo/train/part_0.parquet")
        assert os.path.isfile("/tmp/output/criteo/valid/part_0.parquet")
        assert os.path.isfile("/tmp/output/criteo/workflow/metadata.json")

    with testbook(
        REPO_ROOT
        / "examples"
        / "scaling-criteo"
        / "03-Training-with-Merlin-Models-TensorFlow.ipynb",
        execute=False,
        timeout=180,
    ) as tb2:
        tb2.inject(
            """
            import os
            os.environ["INPUT_DATA_DIR"] = "/tmp/output/criteo/"
            """
        )
        tb2.execute()
        metrics = tb2.ref("eval_metrics")
        assert set(metrics.keys()) == set(
            [
                "auc",
                "binary_accuracy",
                "loss",
                "precision",
                "recall",
                "regularization_loss",
            ]
        )
        assert os.path.isfile("/tmp/output/criteo/dlrm/saved_model.pb")

    with testbook(
        REPO_ROOT
        / "examples"
        / "scaling-criteo"
        / "04-Triton-Inference-with-Merlin-Models-TensorFlow.ipynb",
        execute=False,
        timeout=180,
    ) as tb3:
        tb3.inject(
            """
            import os
            os.environ["BASE_DIR"] = "/tmp/output/criteo/"
            os.environ["INPUT_FOLDER"] = "/tmp/input/criteo/"
            """
        )
        NUM_OF_CELLS = len(tb3.cells)
        tb3.execute_cell(list(range(0, NUM_OF_CELLS - 5)))


      tb3.inject(


            """
            import shutil
            from merlin.systems.triton.utils import run_ensemble_on_tritonserver
            outputs = ensemble.output_schema.column_names
            response = run_ensemble_on_tritonserver(
                "/tmp/output/criteo/ensemble/",workflow.input_schema, batch.fillna(0),
                outputs, "ensemble_model"
            )
            response = [x.tolist()[0] for x in response["label/binary_classification_task"]]
            shutil.rmtree("/tmp/input/criteo", ignore_errors=True)
            shutil.rmtree("/tmp/output/criteo", ignore_errors=True)
            """
        )

tests/unit/examples/test_scaling_criteo_merlin_models.py:83:

../../../.local/lib/python3.8/site-packages/testbook/client.py:237: in inject

cell = TestbookNode(self.execute_cell(inject_idx)) if run else TestbookNode(code_cell)

self = <testbook.client.TestbookNotebookClient object at 0x7f65799c70a0>

cell = [31], kwargs = {}, cell_indexes = [31], executed_cells = [], idx = 31
def execute_cell(self, cell, **kwargs) -> Union[Dict, List[Dict]]:
    """
    Executes a cell or list of cells
    """
    if isinstance(cell, slice):
        start, stop = self._cell_index(cell.start), self._cell_index(cell.stop)
        if cell.step is not None:
            raise TestbookError('testbook does not support step argument')

        cell = range(start, stop + 1)
    elif isinstance(cell, str) or isinstance(cell, int):
        cell = [cell]

    cell_indexes = cell

    if all(isinstance(x, str) for x in cell):
        cell_indexes = [self._cell_index(tag) for tag in cell]

    executed_cells = []
    for idx in cell_indexes:
        try:
            cell = super().execute_cell(self.nb['cells'][idx], idx, **kwargs)
        except CellExecutionError as ce:


          raise TestbookRuntimeError(ce.evalue, ce, self._get_error_class(ce.ename))


E               testbook.exceptions.TestbookRuntimeError: An error occurred while executing the following cell:

E               ------------------

E

E               import shutil

E               from merlin.systems.triton.utils import run_ensemble_on_tritonserver

E               outputs = ensemble.output_schema.column_names

E               response = run_ensemble_on_tritonserver(

E                   "/tmp/output/criteo/ensemble/",workflow.input_schema, batch.fillna(0),

E                   outputs, "ensemble_model"

E               )

E               response = [x.tolist()[0] for x in response["label/binary_classification_task"]]

E               shutil.rmtree("/tmp/input/criteo", ignore_errors=True)

E               shutil.rmtree("/tmp/output/criteo", ignore_errors=True)

E

E               ------------------

E

E               �[0;31m---------------------------------------------------------------------------�[0m

E               �[0;31mRuntimeError�[0m                              Traceback (most recent call last)

E               Cell �[0;32mIn [13], line 4�[0m

E               �[1;32m      2�[0m �[38;5;28;01mfrom�[39;00m �[38;5;21;01mmerlin�[39;00m�[38;5;21;01m.�[39;00m�[38;5;21;01msystems�[39;00m�[38;5;21;01m.�[39;00m�[38;5;21;01mtriton�[39;00m�[38;5;21;01m.�[39;00m�[38;5;21;01mutils�[39;00m �[38;5;28;01mimport�[39;00m run_ensemble_on_tritonserver

E               �[1;32m      3�[0m outputs �[38;5;241m=�[39m ensemble�[38;5;241m.�[39moutput_schema�[38;5;241m.�[39mcolumn_names

E               �[0;32m----> 4�[0m response �[38;5;241m=�[39m �[43mrun_ensemble_on_tritonserver�[49m�[43m(�[49m

E               �[1;32m      5�[0m �[43m    �[49m�[38;5;124;43m"�[39;49m�[38;5;124;43m/tmp/output/criteo/ensemble/�[39;49m�[38;5;124;43m"�[39;49m�[43m,�[49m�[43mworkflow�[49m�[38;5;241;43m.�[39;49m�[43minput_schema�[49m�[43m,�[49m�[43m �[49m�[43mbatch�[49m�[38;5;241;43m.�[39;49m�[43mfillna�[49m�[43m(�[49m�[38;5;241;43m0�[39;49m�[43m)�[49m�[43m,�[49m

E               �[1;32m      6�[0m �[43m    �[49m�[43moutputs�[49m�[43m,�[49m�[43m �[49m�[38;5;124;43m"�[39;49m�[38;5;124;43mensemble_model�[39;49m�[38;5;124;43m"�[39;49m

E               �[1;32m      7�[0m �[43m)�[49m

E               �[1;32m      8�[0m response �[38;5;241m=�[39m [x�[38;5;241m.�[39mtolist()[�[38;5;241m0�[39m] �[38;5;28;01mfor�[39;00m x �[38;5;129;01min�[39;00m response[�[38;5;124m"�[39m�[38;5;124mlabel/binary_classification_task�[39m�[38;5;124m"�[39m]]

E               �[1;32m      9�[0m shutil�[38;5;241m.�[39mrmtree(�[38;5;124m"�[39m�[38;5;124m/tmp/input/criteo�[39m�[38;5;124m"�[39m, ignore_errors�[38;5;241m=�[39m�[38;5;28;01mTrue�[39;00m)

E

E               File �[0;32m/usr/local/lib/python3.8/dist-packages/merlin/systems/triton/utils.py:138�[0m, in �[0;36mrun_ensemble_on_tritonserver�[0;34m(tmpdir, schema, df, output_columns, model_name)�[0m

E               �[1;32m    115�[0m �[38;5;124;03m"""Starts up a Triton server instance, loads up the ensemble model,�[39;00m

E               �[1;32m    116�[0m �[38;5;124;03mprepares the inference request and returns the unparsed inference�[39;00m

E               �[1;32m    117�[0m �[38;5;124;03mresponse.�[39;00m

E               �[0;32m   (...)�[0m

E               �[1;32m    135�[0m �[38;5;124;03m    the results of the prediction, parsed by output column name.�[39;00m

E               �[1;32m    136�[0m �[38;5;124;03m"""�[39;00m

E               �[1;32m    137�[0m response �[38;5;241m=�[39m �[38;5;28;01mNone�[39;00m

E               �[0;32m--> 138�[0m �[38;5;28;01mwith�[39;00m run_triton_server(tmpdir) �[38;5;28;01mas�[39;00m client:

E               �[1;32m    139�[0m     response �[38;5;241m=�[39m send_triton_request(

E               �[1;32m    140�[0m         schema, df, output_columns, client�[38;5;241m=�[39mclient, triton_model�[38;5;241m=�[39mmodel_name

E               �[1;32m    141�[0m     )

E               �[1;32m    143�[0m �[38;5;28;01mreturn�[39;00m response

E

E               File �[0;32m/usr/lib/python3.8/contextlib.py:113�[0m, in �[0;36m_GeneratorContextManager.__enter__�[0;34m(self)�[0m

E               �[1;32m    111�[0m �[38;5;28;01mdel�[39;00m �[38;5;28mself�[39m�[38;5;241m.�[39margs, �[38;5;28mself�[39m�[38;5;241m.�[39mkwds, �[38;5;28mself�[39m�[38;5;241m.�[39mfunc

E               �[1;32m    112�[0m �[38;5;28;01mtry�[39;00m:

E               �[0;32m--> 113�[0m     �[38;5;28;01mreturn�[39;00m �[38;5;28;43mnext�[39;49m�[43m(�[49m�[38;5;28;43mself�[39;49m�[38;5;241;43m.�[39;49m�[43mgen�[49m�[43m)�[49m

E               �[1;32m    114�[0m �[38;5;28;01mexcept�[39;00m �[38;5;167;01mStopIteration�[39;00m:

E               �[1;32m    115�[0m     �[38;5;28;01mraise�[39;00m �[38;5;167;01mRuntimeError�[39;00m(�[38;5;124m"�[39m�[38;5;124mgenerator didn�[39m�[38;5;124m'�[39m�[38;5;124mt yield�[39m�[38;5;124m"�[39m) �[38;5;28;01mfrom�[39;00m �[38;5;28mNone�[39m

E

E               File �[0;32m/usr/local/lib/python3.8/dist-packages/merlin/systems/triton/utils.py:81�[0m, in �[0;36mrun_triton_server�[0;34m(model_repository, grpc_host, grpc_port, backend_config)�[0m

E               �[1;32m     79�[0m �[38;5;28;01mif�[39;00m process�[38;5;241m.�[39mpoll() �[38;5;129;01mis�[39;00m �[38;5;129;01mnot�[39;00m �[38;5;28;01mNone�[39;00m:

E               �[1;32m     80�[0m     retcode �[38;5;241m=�[39m process�[38;5;241m.�[39mreturncode

E               �[0;32m---> 81�[0m     �[38;5;28;01mraise�[39;00m �[38;5;167;01mRuntimeError�[39;00m(�[38;5;124mf�[39m�[38;5;124m"�[39m�[38;5;124mTritonserver failed to start (ret=�[39m�[38;5;132;01m{�[39;00mretcode�[38;5;132;01m}�[39;00m�[38;5;124m)�[39m�[38;5;124m"�[39m)

E               �[1;32m     83�[0m �[38;5;28;01mtry�[39;00m:

E               �[1;32m     84�[0m     ready �[38;5;241m=�[39m client�[38;5;241m.�[39mis_server_ready()

E

E               �[0;31mRuntimeError�[0m: Tritonserver failed to start (ret=1)

E               RuntimeError: Tritonserver failed to start (ret=1)
../../../.local/lib/python3.8/site-packages/testbook/client.py:135: TestbookRuntimeError

----------------------------- Captured stderr call -----------------------------

2022-09-20 15:57:33,006 - distributed.preloading - INFO - Import preload module: dask_cuda.initialize

2022-09-20 15:57:33,024 - distributed.preloading - INFO - Import preload module: dask_cuda.initialize

2022-09-20 15:57:33,091 - distributed.preloading - INFO - Import preload module: dask_cuda.initialize

2022-09-20 15:57:33,099 - distributed.preloading - INFO - Import preload module: dask_cuda.initialize

/usr/lib/python3.8/multiprocessing/resource_tracker.py:216: UserWarning: resource_tracker: There appear to be 39 leaked semaphore objects to clean up at shutdown

warnings.warn('resource_tracker: There appear to be %d '

2022-09-20 15:57:52.204014: I tensorflow/core/platform/cpu_feature_guard.cc:193] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations:  AVX2 FMA

To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.

2022-09-20 15:57:56.255035: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 0

2022-09-20 15:57:56.255182: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:0 with 8139 MB memory:  -> device: 0, name: Tesla P100-DGXS-16GB, pci bus id: 0000:07:00.0, compute capability: 6.0

2022-09-20 15:57:56.256005: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 1

2022-09-20 15:57:56.256066: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:1 with 15149 MB memory:  -> device: 1, name: Tesla P100-DGXS-16GB, pci bus id: 0000:08:00.0, compute capability: 6.0

2022-09-20 15:57:56.256691: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 2

2022-09-20 15:57:56.256738: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:2 with 15149 MB memory:  -> device: 2, name: Tesla P100-DGXS-16GB, pci bus id: 0000:0e:00.0, compute capability: 6.0

2022-09-20 15:57:56.257350: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 3

2022-09-20 15:57:56.257395: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:3 with 15149 MB memory:  -> device: 3, name: Tesla P100-DGXS-16GB, pci bus id: 0000:0f:00.0, compute capability: 6.0

Error in atexit._run_exitfuncs:

Traceback (most recent call last):

File "/usr/lib/python3.8/logging/init.py", line 2127, in shutdown

h.close()

File "/usr/local/lib/python3.8/dist-packages/absl/logging/init.py", line 934, in close

self.stream.close()

File "/usr/local/lib/python3.8/dist-packages/ipykernel/iostream.py", line 438, in close

self.watch_fd_thread.join()

AttributeError: 'OutStream' object has no attribute 'watch_fd_thread'

2022-09-20 15:58:26.759726: I tensorflow/core/platform/cpu_feature_guard.cc:193] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations:  AVX2 FMA

To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.

2022-09-20 15:58:30.832755: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 0

2022-09-20 15:58:30.832910: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:0 with 15129 MB memory:  -> device: 0, name: Tesla P100-DGXS-16GB, pci bus id: 0000:07:00.0, compute capability: 6.0

2022-09-20 15:58:30.833744: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 1

2022-09-20 15:58:30.833800: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:1 with 15149 MB memory:  -> device: 1, name: Tesla P100-DGXS-16GB, pci bus id: 0000:08:00.0, compute capability: 6.0

2022-09-20 15:58:30.834502: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 2

2022-09-20 15:58:30.834548: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:2 with 15149 MB memory:  -> device: 2, name: Tesla P100-DGXS-16GB, pci bus id: 0000:0e:00.0, compute capability: 6.0

2022-09-20 15:58:30.835195: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 3

2022-09-20 15:58:30.835240: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:3 with 15149 MB memory:  -> device: 3, name: Tesla P100-DGXS-16GB, pci bus id: 0000:0f:00.0, compute capability: 6.0

I0920 15:58:36.403528 18675 pinned_memory_manager.cc:240] Pinned memory pool is created at '0x7f88b4000000' with size 268435456

I0920 15:58:36.404291 18675 cuda_memory_manager.cc:105] CUDA memory pool is created on device 0 with size 67108864

I0920 15:58:36.409491 18675 model_lifecycle.cc:459] loading: 1_predicttensorflow:1

I0920 15:58:36.409586 18675 model_lifecycle.cc:459] loading: 0_transformworkflow:1

I0920 15:58:36.690324 18675 tensorflow.cc:2536] TRITONBACKEND_Initialize: tensorflow

I0920 15:58:36.690365 18675 tensorflow.cc:2546] Triton TRITONBACKEND API version: 1.10

I0920 15:58:36.690373 18675 tensorflow.cc:2552] 'tensorflow' TRITONBACKEND API version: 1.10

I0920 15:58:36.690378 18675 tensorflow.cc:2576] backend configuration:

{"cmdline":{"auto-complete-config":"true","backend-directory":"/opt/tritonserver/backends","min-compute-capability":"6.000000","version":"2","default-max-batch-size":"4"}}

I0920 15:58:36.690429 18675 tensorflow.cc:2642] TRITONBACKEND_ModelInitialize: 1_predicttensorflow (version 1)

2022-09-20 15:58:36.691273: I tensorflow/cc/saved_model/reader.cc:43] Reading SavedModel from: /tmp/output/criteo/ensemble/1_predicttensorflow/1/model.savedmodel

2022-09-20 15:58:36.706385: I tensorflow/cc/saved_model/reader.cc:81] Reading meta graph with tags { serve }

2022-09-20 15:58:36.706434: I tensorflow/cc/saved_model/reader.cc:122] Reading SavedModel debug info (if present) from: /tmp/output/criteo/ensemble/1_predicttensorflow/1/model.savedmodel

2022-09-20 15:58:36.706566: I tensorflow/core/platform/cpu_feature_guard.cc:194] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations:  SSE3 SSE4.1 SSE4.2 AVX

To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.

2022-09-20 15:58:37.102519: I tensorflow/core/common_runtime/gpu/gpu_process_state.cc:222] Using CUDA malloc Async allocator for GPU: 0

2022-09-20 15:58:37.102630: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:0 with 14465 MB memory:  -> device: 0, name: Tesla P100-DGXS-16GB, pci bus id: 0000:07:00.0, compute capability: 6.0

2022-09-20 15:58:37.155191: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:354] MLIR V1 optimization pass is not enabled

2022-09-20 15:58:37.161148: I tensorflow/cc/saved_model/loader.cc:230] Restoring SavedModel bundle.

2022-09-20 15:58:37.286406: I tensorflow/cc/saved_model/loader.cc:214] Running initialization op on SavedModel bundle at path: /tmp/output/criteo/ensemble/1_predicttensorflow/1/model.savedmodel

2022-09-20 15:58:37.352619: I tensorflow/cc/saved_model/loader.cc:321] SavedModel load for tags { serve }; Status: success: OK. Took 661355 microseconds.

I0920 15:58:37.379368 18675 tensorflow.cc:2691] TRITONBACKEND_ModelInstanceInitialize: 1_predicttensorflow (GPU device 0)

2022-09-20 15:58:37.379865: I tensorflow/cc/saved_model/reader.cc:43] Reading SavedModel from: /tmp/output/criteo/ensemble/1_predicttensorflow/1/model.savedmodel

2022-09-20 15:58:37.390224: I tensorflow/cc/saved_model/reader.cc:81] Reading meta graph with tags { serve }

2022-09-20 15:58:37.390259: I tensorflow/cc/saved_model/reader.cc:122] Reading SavedModel debug info (if present) from: /tmp/output/criteo/ensemble/1_predicttensorflow/1/model.savedmodel

2022-09-20 15:58:37.392301: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:0 with 14465 MB memory:  -> device: 0, name: Tesla P100-DGXS-16GB, pci bus id: 0000:07:00.0, compute capability: 6.0

2022-09-20 15:58:37.417814: I tensorflow/cc/saved_model/loader.cc:230] Restoring SavedModel bundle.

2022-09-20 15:58:37.552189: I tensorflow/cc/saved_model/loader.cc:214] Running initialization op on SavedModel bundle at path: /tmp/output/criteo/ensemble/1_predicttensorflow/1/model.savedmodel

2022-09-20 15:58:37.625512: I tensorflow/cc/saved_model/loader.cc:321] SavedModel load for tags { serve }; Status: success: OK. Took 245652 microseconds.

I0920 15:58:37.649044 18675 tensorflow.cc:2729] TRITONBACKEND_ModelInstanceFinalize: delete instance state

I0920 15:58:37.649106 18675 tensorflow.cc:2668] TRITONBACKEND_ModelFinalize: delete model state

E0920 15:58:37.649166 18675 model_lifecycle.cc:596] failed to load '1_predicttensorflow' version 1: Invalid argument: unable to load model '1_predicttensorflow', configuration expects 78 inputs, model provides 39

I0920 15:58:42.046454 18675 python_be.cc:1767] TRITONBACKEND_ModelInstanceInitialize: 0_transformworkflow (GPU device 0)

I0920 15:58:45.463748 18675 model_lifecycle.cc:693] successfully loaded '0_transformworkflow' version 1

E0920 15:58:45.463870 18675 model_repository_manager.cc:481] Invalid argument: ensemble 'ensemble_model' depends on '1_predicttensorflow' which has no loaded version

I0920 15:58:45.463982 18675 server.cc:561]

+------------------+------+

| Repository Agent | Path |

+------------------+------+

+------------------+------+
I0920 15:58:45.464122 18675 server.cc:588]

+------------+-----------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+

| Backend    | Path                                                            | Config                                                                                                                                                                      |

+------------+-----------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+

| tensorflow | /opt/tritonserver/backends/tensorflow2/libtriton_tensorflow2.so | {"cmdline":{"auto-complete-config":"true","backend-directory":"/opt/tritonserver/backends","min-compute-capability":"6.000000","version":"2","default-max-batch-size":"4"}} |

| python     | /opt/tritonserver/backends/python/libtriton_python.so           | {"cmdline":{"auto-complete-config":"true","min-compute-capability":"6.000000","backend-directory":"/opt/tritonserver/backends","default-max-batch-size":"4"}}               |

+------------+-----------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
I0920 15:58:45.464216 18675 server.cc:631]

+---------------------+---------+-------------------------------------------------------------------------------------------------------------------------------+

| Model               | Version | Status                                                                                                                        |

+---------------------+---------+-------------------------------------------------------------------------------------------------------------------------------+

| 0_transformworkflow | 1       | READY                                                                                                                         |

| 1_predicttensorflow | 1       | UNAVAILABLE: Invalid argument: unable to load model '1_predicttensorflow', configuration expects 78 inputs, model provides 39 |

+---------------------+---------+-------------------------------------------------------------------------------------------------------------------------------+
I0920 15:58:45.527746 18675 metrics.cc:650] Collecting metrics for GPU 0: Tesla P100-DGXS-16GB

I0920 15:58:45.528994 18675 tritonserver.cc:2214]

+----------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+

| Option                           | Value                                                                                                                                                                                        |

+----------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+

| server_id                        | triton                                                                                                                                                                                       |

| server_version                   | 2.25.0                                                                                                                                                                                       |

| server_extensions                | classification sequence model_repository model_repository(unload_dependents) schedule_policy model_configuration system_shared_memory cuda_shared_memory binary_tensor_data statistics trace |

| model_repository_path[0]         | /tmp/output/criteo/ensemble/                                                                                                                                                                 |

| model_control_mode               | MODE_NONE                                                                                                                                                                                    |

| strict_model_config              | 0                                                                                                                                                                                            |

| rate_limit                       | OFF                                                                                                                                                                                          |

| pinned_memory_pool_byte_size     | 268435456                                                                                                                                                                                    |

| cuda_memory_pool_byte_size{0}    | 67108864                                                                                                                                                                                     |

| response_cache_byte_size         | 0                                                                                                                                                                                            |

| min_supported_compute_capability | 6.0                                                                                                                                                                                          |

| strict_readiness                 | 1                                                                                                                                                                                            |

| exit_timeout                     | 30                                                                                                                                                                                           |

+----------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
I0920 15:58:45.529047 18675 server.cc:262] Waiting for in-flight requests to complete.

I0920 15:58:45.529055 18675 server.cc:278] Timeout 30: Found 0 model versions that have in-flight inferences

I0920 15:58:45.529097 18675 server.cc:293] All models are stopped, unloading models

I0920 15:58:45.529106 18675 server.cc:300] Timeout 30: Found 1 live models and 0 in-flight non-inference requests

I0920 15:58:46.529191 18675 server.cc:300] Timeout 29: Found 1 live models and 0 in-flight non-inference requests

W0920 15:58:46.548311 18675 metrics.cc:468] Unable to get energy consumption for GPU 0. Status:Success, value:0

I0920 15:58:47.056151 18675 model_lifecycle.cc:578] successfully unloaded '0_transformworkflow' version 1

I0920 15:58:47.529325 18675 server.cc:300] Timeout 28: Found 0 live models and 0 in-flight non-inference requests

error: creating server: Internal - failed to load all models

W0920 15:58:47.548525 18675 metrics.cc:468] Unable to get energy consumption for GPU 0. Status:Success, value:0

Error in atexit._run_exitfuncs:

Traceback (most recent call last):

File "/usr/lib/python3.8/logging/init.py", line 2127, in shutdown

h.close()

File "/usr/local/lib/python3.8/dist-packages/absl/logging/init.py", line 934, in close

self.stream.close()

File "/usr/local/lib/python3.8/dist-packages/ipykernel/iostream.py", line 438, in close

self.watch_fd_thread.join()

AttributeError: 'OutStream' object has no attribute 'watch_fd_thread'
---------- coverage: platform linux, python 3.8.10-final-0 -----------

Name                                                                                                  Stmts   Miss  Cover
.tox/test-gpu/lib/python3.8/site-packages/merlin/core/init.py                                         2      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/core/_version.py                                         4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/core/compat.py                                           9      4    56%

.tox/test-gpu/lib/python3.8/site-packages/merlin/core/dispatch.py                                       346    239    31%

.tox/test-gpu/lib/python3.8/site-packages/merlin/core/utils.py                                          195    119    39%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/init.py                                          4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/base_operator.py                                   115     23    80%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/executors.py                                       111     92    17%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/graph.py                                            99     35    65%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/node.py                                            342    170    50%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/ops/init.py                                      4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/ops/concat_columns.py                               18      7    61%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/ops/selection.py                                    20      2    90%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/ops/subset_columns.py                               12      4    67%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/ops/subtraction.py                                  21     11    48%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/selector.py                                         88     36    59%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/init.py                                           4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/csv.py                                               57     38    33%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/dask.py                                             181    153    15%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/dataframe_engine.py                                  61     47    23%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/dataframe_iter.py                                    21      4    81%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/dataset.py                                          346    238    31%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/dataset_engine.py                                    37     13    65%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/fsspec_utils.py                                     127    108    15%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/hugectr.py                                           45     35    22%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/parquet.py                                          603    387    36%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/shuffle.py                                           38     20    47%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/worker.py                                            80     66    18%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/writer.py                                           190    152    20%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/writer_factory.py                                    18     13    28%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/init.py                                       2      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/_version.py                                       4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/config/init.py                                0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/config/schema.py                                 62     20    68%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/loader/init.py                                0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/loader/backend.py                               379    117    69%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/loader/dataframe_iter.py                         21     17    19%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/loader/tf_utils.py                               57     27    53%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/loader/utils.py                                  40     15    62%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/init.py                                   64      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/init.py                             0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/cross.py                               44     28    36%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/dlrm.py                                49     11    78%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/experts.py                             99     75    24%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/interaction.py                         93     48    48%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/mlp.py                                114     58    49%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/optimizer.py                          173    127    27%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/retrieval/init.py                   0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/retrieval/base.py                     168    125    26%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/retrieval/matrix_factorization.py      35     19    46%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/retrieval/two_tower.py                 30     18    40%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/sampling/init.py                    0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/sampling/base.py                       29     11    62%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/sampling/cross_batch.py                46     31    33%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/sampling/in_batch.py                   35     20    43%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/sampling/queue.py                     115     99    14%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/init.py                               0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/aggregation.py                          245    109    56%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/base.py                                 239    115    52%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/combinators.py                          393    144    63%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/encoder.py                               73     47    36%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/index.py                                104     68    35%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/prediction.py                            25      2    92%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/tabular.py                              271     76    72%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/dataset.py                                   213    108    49%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/inputs/init.py                             0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/inputs/base.py                                56     44    21%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/inputs/continuous.py                          33      3    91%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/inputs/embedding.py                          432    244    44%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/losses/init.py                             4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/losses/base.py                                 9      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/losses/listwise.py                            13      2    85%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/losses/pairwise.py                           113     55    51%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/metrics/init.py                            2      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/metrics/topk.py                              184     89    52%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/init.py                             0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/base.py                               543    262    52%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/benchmark.py                           16      6    62%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/ranking.py                             71     44    38%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/retrieval.py                           32     15    53%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/utils.py                               10      2    80%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/init.py                            0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/base.py                              123     90    27%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/classification.py                     82     48    41%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/contrastive.py                       135     99    27%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/regression.py                          9      2    78%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/sampling/init.py                   0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/sampling/base.py                      78     41    47%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/sampling/in_batch.py                  37     22    41%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/sampling/popularity.py                27     17    37%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/init.py                   0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/base.py                     199    109    45%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/classification.py            68     25    63%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/multi.py                      7      1    86%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/next_item.py                 59     33    44%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/regression.py                35     19    46%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/retrieval.py                 73     48    34%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/init.py                         0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/bias.py                            74     49    34%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/features.py                       239    187    22%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/noise.py                           43     28    35%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/regularization.py                  17      6    65%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/tensor.py                          91     47    48%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/typing.py                                      7      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/utils/init.py                              0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/utils/batch_utils.py                          81     56    31%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/utils/repr_utils.py                           69     48    30%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/utils/search_utils.py                         34     22    35%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/utils/tf_utils.py                            186    127    32%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/init.py                                 0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/constants.py                                3      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/dataset.py                                 33     24    27%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/doc_utils.py                               10      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/misc_utils.py                             118     90    24%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/registry.py                               101     31    69%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/schema_utils.py                            90     64    29%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/init.py                                       2      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/io/init.py                                    0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/io/proto_utils.py                                20      6    70%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/io/schema_bp.py                                 306      7    98%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/io/tensorflow_metadata.py                       191     46    76%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/schema.py                                       205     54    74%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/tags.py                                          82      8    90%

/usr/local/lib/python3.8/dist-packages/merlin/systems/init.py                                         6      0   100%

/usr/local/lib/python3.8/dist-packages/merlin/systems/_version.py                                         4      0   100%

/usr/local/lib/python3.8/dist-packages/merlin/systems/dag/init.py                                     3      0   100%

/usr/local/lib/python3.8/dist-packages/merlin/systems/dag/ensemble.py                                    78      7    91%

/usr/local/lib/python3.8/dist-packages/merlin/systems/dag/node.py                                        20      1    95%

/usr/local/lib/python3.8/dist-packages/merlin/systems/dag/op_runner.py                                   21     15    29%

/usr/local/lib/python3.8/dist-packages/merlin/systems/dag/ops/init.py                                 9      4    56%

/usr/local/lib/python3.8/dist-packages/merlin/systems/dag/ops/operator.py                                83     37    55%

/usr/local/lib/python3.8/dist-packages/merlin/systems/dag/ops/tensorflow.py                              81     19    77%

/usr/local/lib/python3.8/dist-packages/merlin/systems/dag/ops/workflow.py                                25      0   100%

/usr/local/lib/python3.8/dist-packages/merlin/systems/model_registry.py                                  16      8    50%

/usr/local/lib/python3.8/dist-packages/merlin/systems/triton/init.py                                 47     17    64%

/usr/local/lib/python3.8/dist-packages/merlin/systems/triton/conversions.py                              87     73    16%

/usr/local/lib/python3.8/dist-packages/merlin/systems/triton/export.py                                  266    210    21%

/usr/local/lib/python3.8/dist-packages/merlin/systems/triton/utils.py                                    72     26    64%

/usr/local/lib/python3.8/dist-packages/merlin/systems/workflow/init.py                               22     20     9%

/usr/local/lib/python3.8/dist-packages/merlin/systems/workflow/base.py                                  113     58    49%

/usr/local/lib/python3.8/dist-packages/merlin/systems/workflow/hugectr.py                                37     29    22%

/usr/local/lib/python3.8/dist-packages/merlin/systems/workflow/pytorch.py                                10      6    40%

/usr/local/lib/python3.8/dist-packages/merlin/systems/workflow/tensorflow.py                             32     25    22%
TOTAL                                                                                                 11904   6326    47%
=========================== short test summary info ============================

SKIPPED [1] tests/unit/examples/test_building_deploying_multi_stage_RecSys.py:16: 'NoneType' returning from faiss operator because of randomly generated data.

============== 1 failed, 1 passed, 1 skipped in 92.63s (0:01:32) ===============

/usr/local/lib/python3.8/dist-packages/coverage/inorout.py:519: CoverageWarning: Module merlin was never imported. (module-not-imported)

self.warn(f"Module {pkg} was never imported.", slug="module-not-imported")

/usr/local/lib/python3.8/dist-packages/coverage/control.py:794: CoverageWarning: No data was collected. (no-data-collected)

self._warn("No data was collected.", slug="no-data-collected")

ERROR: InvocationError for command /var/jenkins_home/workspace/merlin_merlin/merlin/.tox/test-gpu/bin/python -m pytest --cov-report term --cov merlin -rxs tests/unit (exited with code 1)

___________________________________ summary ____________________________________

ERROR:   test-gpu: commands failed

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/Merlin/issues/$ghprbPullId/comments" "/var/jenkins_home/jobs/$JOB_NAME/builds/$BUILD_NUMBER/log"

[merlin_merlin] $ /bin/bash /tmp/jenkins10293473577650234017.sh

[nvidia-merlin-bot]

Click to view CI Results

GitHub pull request #626 of commit 142958efe88839a965f8c9c227853ff7e530ec8c, no merge conflicts.
Running as SYSTEM
Setting status of 142958efe88839a965f8c9c227853ff7e530ec8c to PENDING with url https://10.20.13.93:8080/job/merlin_merlin/462/console and message: 'Pending'
Using context: Jenkins
Building on master in workspace /var/jenkins_home/workspace/merlin_merlin
using credential systems-login
 > git rev-parse --is-inside-work-tree # timeout=10
Fetching changes from the remote Git repository
 > git config remote.origin.url https://github.com/NVIDIA-Merlin/Merlin # timeout=10
Fetching upstream changes from https://github.com/NVIDIA-Merlin/Merlin
 > git --version # timeout=10
using GIT_ASKPASS to set credentials login for merlin-systems
 > git fetch --tags --force --progress -- https://github.com/NVIDIA-Merlin/Merlin +refs/pull/626/*:refs/remotes/origin/pr/626/* # timeout=10
 > git rev-parse 142958efe88839a965f8c9c227853ff7e530ec8c^{commit} # timeout=10
Checking out Revision 142958efe88839a965f8c9c227853ff7e530ec8c (detached)
 > git config core.sparsecheckout # timeout=10
 > git checkout -f 142958efe88839a965f8c9c227853ff7e530ec8c # timeout=10
Commit message: "Address virtual review comments"
 > git rev-list --no-walk e6a2c5c50a65d28472027ae715320989b5228ca7 # timeout=10
[merlin_merlin] $ /bin/bash /tmp/jenkins12122918880730851283.sh
GLOB sdist-make: /var/jenkins_home/workspace/merlin_merlin/merlin/setup.py
test-gpu inst-nodeps: /var/jenkins_home/workspace/merlin_merlin/merlin/.tox/.tmp/package/1/merlin-0.0.1.zip
WARNING: Discarding $PYTHONPATH from environment, to override specify PYTHONPATH in 'passenv' in your configuration.
test-gpu installed: absl-py==1.2.0,aiohttp==3.8.1,aiosignal==1.2.0,alabaster==0.7.12,anyio==3.6.1,argon2-cffi==21.3.0,argon2-cffi-bindings==21.2.0,astroid==2.5.6,asttokens==2.0.8,astunparse==1.6.3,asv==0.5.1,asvdb==0.4.2,async-timeout==4.0.2,attrs==22.1.0,awscli==1.25.77,Babel==2.10.3,backcall==0.2.0,beautifulsoup4==4.11.1,betterproto==1.2.5,black==22.6.0,bleach==5.0.1,boto3==1.24.75,botocore==1.27.76,Brotli==1.0.9,cachetools==5.2.0,certifi==2019.11.28,cffi==1.15.1,chardet==3.0.4,charset-normalizer==2.1.1,clang==5.0,click==8.1.3,cloudpickle==2.2.0,cmake==3.24.1.1,colorama==0.4.4,contourpy==1.0.5,coverage==6.4.4,cuda-python==11.7.1,cupy-cuda117==10.6.0,cycler==0.11.0,Cython==0.29.32,dask==2022.1.1,dbus-python==1.2.16,debugpy==1.6.3,decorator==5.1.1,defusedxml==0.7.1,dill==0.3.5.1,distlib==0.3.6,distributed==2022.5.1,distro==1.7.0,dm-tree==0.1.6,docker-pycreds==0.4.0,docutils==0.16,emoji==1.7.0,entrypoints==0.4,execnet==1.9.0,executing==1.0.0,faiss==1.7.2,faiss-gpu==1.7.2,fastai==2.7.9,fastapi==0.85.0,fastavro==1.6.1,fastcore==1.5.27,fastdownload==0.0.7,fastjsonschema==2.16.1,fastprogress==1.0.3,fastrlock==0.8,feast==0.19.4,fiddle==0.2.2,filelock==3.8.0,flatbuffers==1.12,fonttools==4.37.2,frozenlist==1.3.1,fsspec==2022.5.0,gast==0.4.0,gevent==21.12.0,geventhttpclient==2.0.2,gitdb==4.0.9,GitPython==3.1.27,google==3.0.0,google-api-core==2.10.1,google-auth==2.11.1,google-auth-oauthlib==0.4.6,google-pasta==0.2.0,googleapis-common-protos==1.52.0,graphviz==0.20.1,greenlet==1.1.3,grpcio==1.41.0,grpcio-channelz==1.49.0,grpcio-reflection==1.48.1,grpclib==0.4.3,h11==0.13.0,h2==4.1.0,h5py==3.7.0,HeapDict==1.0.1,hpack==4.0.0,httptools==0.5.0,hugectr2onnx==0.0.0,huggingface-hub==0.9.1,hyperframe==6.0.1,idna==2.8,imagesize==1.4.1,implicit==0.6.1,importlib-metadata==4.12.0,importlib-resources==5.9.0,iniconfig==1.1.1,ipykernel==6.15.3,ipython==8.5.0,ipython-genutils==0.2.0,ipywidgets==7.7.0,jedi==0.18.1,Jinja2==3.1.2,jmespath==1.0.1,joblib==1.2.0,json5==0.9.10,jsonschema==4.16.0,jupyter-cache==0.4.3,jupyter-core==4.11.1,jupyter-server==1.18.1,jupyter-server-mathjax==0.2.5,jupyter-sphinx==0.3.2,jupyter_client==7.3.5,jupyterlab==3.4.7,jupyterlab-pygments==0.2.2,jupyterlab-widgets==1.1.0,jupyterlab_server==2.15.1,keras==2.9.0,Keras-Preprocessing==1.1.2,kiwisolver==1.4.4,lazy-object-proxy==1.7.1,libclang==14.0.6,libcst==0.4.7,lightfm==1.16,lightgbm==3.3.2,linkify-it-py==1.0.3,llvmlite==0.39.1,locket==1.0.0,lxml==4.9.1,Markdown==3.4.1,markdown-it-py==1.1.0,MarkupSafe==2.1.1,matplotlib==3.6.0,matplotlib-inline==0.1.6,mdit-py-plugins==0.2.8,merlin==0.0.1,merlin-core==0.6.0+1.g5926fcf,merlin-models==0.7.0+6.ga00b40ba3,merlin-systems==0.5.0+4.g15074ad,mistune==2.0.4,mmh3==3.0.0,mpi4py==3.1.3,msgpack==1.0.4,multidict==6.0.2,mypy-extensions==0.4.3,myst-nb==0.13.2,myst-parser==0.15.2,natsort==8.1.0,nbclassic==0.4.3,nbclient==0.6.8,nbconvert==7.0.0,nbdime==3.1.1,nbformat==5.5.0,nest-asyncio==1.5.5,ninja==1.10.2.3,notebook==6.4.12,notebook-shim==0.1.0,numba==0.56.2,numpy==1.22.4,nvidia-pyindex==1.0.9,# Editable install with no version control (nvtabular==1.4.0+8.g95e12d347),-e /usr/local/lib/python3.8/dist-packages,nvtx==0.2.5,oauthlib==3.2.1,oldest-supported-numpy==2022.8.16,onnx==1.12.0,onnxruntime==1.11.1,opt-einsum==3.3.0,packaging==21.3,pandas==1.3.5,pandavro==1.5.2,pandocfilters==1.5.0,parso==0.8.3,partd==1.3.0,pathtools==0.1.2,pexpect==4.8.0,pickleshare==0.7.5,Pillow==9.2.0,pkgutil_resolve_name==1.3.10,platformdirs==2.5.2,pluggy==1.0.0,prometheus-client==0.14.1,promise==2.3,prompt-toolkit==3.0.31,proto-plus==1.19.6,protobuf==3.19.5,psutil==5.9.2,ptyprocess==0.7.0,pure-eval==0.2.2,py==1.11.0,pyarrow==7.0.0,pyasn1==0.4.8,pyasn1-modules==0.2.8,pybind11==2.10.0,pycparser==2.21,pydantic==1.10.2,pydot==1.4.2,Pygments==2.13.0,PyGObject==3.36.0,pynvml==11.4.1,pyparsing==3.0.9,pyrsistent==0.18.1,pytest==7.1.3,pytest-cov==3.0.0,pytest-forked==1.4.0,pytest-xdist==2.5.0,python-apt==2.0.0+ubuntu0.20.4.8,python-dateutil==2.8.2,python-dotenv==0.21.0,python-rapidjson==1.8,pytz==2022.2.1,PyYAML==5.4.1,pyzmq==24.0.0,regex==2022.9.13,requests==2.22.0,requests-oauthlib==1.3.1,requests-unixsocket==0.2.0,rsa==4.7.2,s3fs==2022.2.0,s3transfer==0.6.0,sacremoses==0.0.53,scikit-build==0.15.0,scikit-learn==1.1.2,scipy==1.9.1,seedir==0.3.0,Send2Trash==1.8.0,sentry-sdk==1.9.8,setproctitle==1.3.2,setuptools-scm==7.0.5,shortuuid==1.0.9,six==1.15.0,sklearn==0.0,smmap==5.0.0,sniffio==1.3.0,snowballstemmer==2.2.0,sortedcontainers==2.4.0,soupsieve==2.3.2.post1,Sphinx==5.1.1,sphinx-multiversion==0.2.4,sphinx-togglebutton==0.3.1,sphinx_external_toc==0.3.0,sphinxcontrib-applehelp==1.0.2,sphinxcontrib-copydirs @ git+https://github.com/mikemckiernan/sphinxcontrib-copydirs.git@bd8c5d79b3f91cf5f1bb0d6995aeca3fe84b670e,sphinxcontrib-devhelp==1.0.2,sphinxcontrib-htmlhelp==2.0.0,sphinxcontrib-jsmath==1.0.1,sphinxcontrib-qthelp==1.0.3,sphinxcontrib-serializinghtml==1.1.5,SQLAlchemy==1.4.36,stack-data==0.5.0,starlette==0.20.4,stringcase==1.2.0,supervisor==4.1.0,tabulate==0.8.10,tblib==1.7.0,tdqm==0.0.1,tenacity==8.0.1,tensorboard==2.9.1,tensorboard-data-server==0.6.1,tensorboard-plugin-wit==1.8.1,tensorflow==2.6.2,tensorflow-estimator==2.9.0,tensorflow-gpu==2.9.2,tensorflow-io-gcs-filesystem==0.27.0,tensorflow-metadata==1.10.0,termcolor==2.0.1,terminado==0.15.0,testbook==0.4.2,threadpoolctl==3.1.0,tinycss2==1.1.1,tokenizers==0.10.3,toml==0.10.2,tomli==2.0.1,toolz==0.12.0,torch==1.12.1+cu113,torchmetrics==0.3.2,tornado==6.2,tox==3.26.0,tqdm==4.64.1,traitlets==5.4.0,transformers==4.12.0,transformers4rec==0.1.12+2.gbcc939255,treelite==2.3.0,treelite-runtime==2.3.0,tritonclient==2.25.0,typing-inspect==0.8.0,typing_extensions==4.3.0,uc-micro-py==1.0.1,urllib3==1.26.12,uvicorn==0.18.3,uvloop==0.17.0,versioneer==0.20,virtualenv==20.16.5,wandb==0.13.3,watchfiles==0.17.0,wcwidth==0.2.5,webencodings==0.5.1,websocket-client==1.4.1,websockets==10.3,Werkzeug==2.2.2,widgetsnbextension==3.6.0,wrapt==1.12.1,xgboost==1.6.2,yarl==1.8.1,zict==2.2.0,zipp==3.8.1,zope.event==4.5.0,zope.interface==5.4.0
test-gpu run-test-pre: PYTHONHASHSEED='1339662912'
test-gpu run-test: commands[0] | python -m pip install --upgrade git+https://github.com/NVIDIA-Merlin/systems.git
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Collecting git+https://github.com/NVIDIA-Merlin/systems.git
  Cloning https://github.com/NVIDIA-Merlin/systems.git to /tmp/pip-req-build-2rfnc1la
  Running command git clone --filter=blob:none --quiet https://github.com/NVIDIA-Merlin/systems.git /tmp/pip-req-build-2rfnc1la
  Resolved https://github.com/NVIDIA-Merlin/systems.git to commit 15074adf11bcc9bb9da375ec40ab4e431f1c93e9
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): finished with status 'done'
Requirement already satisfied: merlin-core>=0.2.0 in ./.tox/test-gpu/lib/python3.8/site-packages (from merlin-systems==0.5.0+4.g15074ad) (0.6.0+1.g5926fcf)
Requirement already satisfied: nvtabular>=1.0.0 in ./.tox/test-gpu/lib/python3.8/site-packages (from merlin-systems==0.5.0+4.g15074ad) (1.4.0+8.g95e12d34)
Requirement already satisfied: distributed>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2022.3.0)
Requirement already satisfied: tqdm>=4.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (4.64.1)
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Requirement already satisfied: setuptools in ./.tox/test-gpu/lib/python3.8/site-packages (from numba>=0.54->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (65.3.0)
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Requirement already satisfied: pytz>=2017.3 in /usr/local/lib/python3.8/dist-packages (from pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2022.2.1)
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Requirement already satisfied: six>=1.5 in /var/jenkins_home/.local/lib/python3.8/site-packages (from python-dateutil>=2.7.3->pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.15.0)
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Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.8/dist-packages (from jinja2->distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2.1.1)
Requirement already satisfied: hyperframe<7,>=6.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (6.0.1)
Requirement already satisfied: hpack<5,>=4.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (4.0.0)
test-gpu run-test: commands[1] | python -m pip install --upgrade git+https://github.com/NVIDIA-Merlin/models.git
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Collecting git+https://github.com/NVIDIA-Merlin/models.git
  Cloning https://github.com/NVIDIA-Merlin/models.git to /tmp/pip-req-build-g6au3an1
  Running command git clone --filter=blob:none --quiet https://github.com/NVIDIA-Merlin/models.git /tmp/pip-req-build-g6au3an1
  Resolved https://github.com/NVIDIA-Merlin/models.git to commit 5dd48d1a85dab8e11189337b8b82b21ecf8f11d3
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): finished with status 'done'
Requirement already satisfied: merlin-core>=0.2.0 in ./.tox/test-gpu/lib/python3.8/site-packages (from merlin-models==0.7.0+7.g5dd48d1a) (0.6.0+1.g5926fcf)
Requirement already satisfied: distributed>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (2022.3.0)
Requirement already satisfied: tqdm>=4.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (4.64.1)
Requirement already satisfied: tensorflow-metadata>=1.2.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (1.10.0)
Requirement already satisfied: fsspec==2022.5.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (2022.5.0)
Requirement already satisfied: packaging in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (21.3)
Requirement already satisfied: pandas<1.4.0dev0,>=1.2.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (1.3.5)
Requirement already satisfied: protobuf>=3.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (3.19.5)
Requirement already satisfied: numba>=0.54 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (0.55.1)
Requirement already satisfied: betterproto<2.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (1.2.5)
Requirement already satisfied: pyarrow>=5.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (7.0.0)
Requirement already satisfied: dask>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (2022.3.0)
Requirement already satisfied: stringcase in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (1.2.0)
Requirement already satisfied: grpclib in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (0.4.3)
Requirement already satisfied: pyyaml>=5.3.1 in /var/jenkins_home/.local/lib/python3.8/site-packages/PyYAML-5.4.1-py3.8-linux-x86_64.egg (from dask>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (5.4.1)
Requirement already satisfied: partd>=0.3.10 in /var/jenkins_home/.local/lib/python3.8/site-packages/partd-1.2.0-py3.8.egg (from dask>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (1.2.0)
Requirement already satisfied: cloudpickle>=1.1.1 in /usr/local/lib/python3.8/dist-packages (from dask>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (2.2.0)
Requirement already satisfied: toolz>=0.8.2 in /usr/local/lib/python3.8/dist-packages (from dask>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (0.12.0)
Requirement already satisfied: zict>=0.1.3 in /var/jenkins_home/.local/lib/python3.8/site-packages/zict-2.0.0-py3.8.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (2.0.0)
Requirement already satisfied: sortedcontainers!=2.0.0,!=2.0.1 in /var/jenkins_home/.local/lib/python3.8/site-packages/sortedcontainers-2.4.0-py3.8.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (2.4.0)
Requirement already satisfied: jinja2 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (3.1.2)
Requirement already satisfied: tblib>=1.6.0 in /var/jenkins_home/.local/lib/python3.8/site-packages/tblib-1.7.0-py3.8.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (1.7.0)
Requirement already satisfied: click>=6.6 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (8.1.3)
Requirement already satisfied: tornado>=6.0.3 in /var/jenkins_home/.local/lib/python3.8/site-packages/tornado-6.1-py3.8-linux-x86_64.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (6.1)
Requirement already satisfied: msgpack>=0.6.0 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (1.0.4)
Requirement already satisfied: psutil>=5.0 in /var/jenkins_home/.local/lib/python3.8/site-packages/psutil-5.8.0-py3.8-linux-x86_64.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (5.8.0)
Requirement already satisfied: setuptools in ./.tox/test-gpu/lib/python3.8/site-packages (from numba>=0.54->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (65.3.0)
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Requirement already satisfied: numpy<1.22,>=1.18 in /var/jenkins_home/.local/lib/python3.8/site-packages (from numba>=0.54->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (1.20.3)
Requirement already satisfied: pyparsing!=3.0.5,>=2.0.2 in /usr/local/lib/python3.8/dist-packages (from packaging->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (3.0.9)
Requirement already satisfied: pytz>=2017.3 in /usr/local/lib/python3.8/dist-packages (from pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (2022.2.1)
Requirement already satisfied: python-dateutil>=2.7.3 in /usr/local/lib/python3.8/dist-packages (from pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (2.8.2)
Requirement already satisfied: googleapis-common-protos<2,>=1.52.0 in /usr/local/lib/python3.8/dist-packages (from tensorflow-metadata>=1.2.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (1.52.0)
Requirement already satisfied: absl-py<2.0.0,>=0.9 in /usr/local/lib/python3.8/dist-packages (from tensorflow-metadata>=1.2.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (1.2.0)
Requirement already satisfied: locket in /var/jenkins_home/.local/lib/python3.8/site-packages/locket-0.2.1-py3.8.egg (from partd>=0.3.10->dask>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (0.2.1)
Requirement already satisfied: six>=1.5 in /var/jenkins_home/.local/lib/python3.8/site-packages (from python-dateutil>=2.7.3->pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (1.15.0)
Requirement already satisfied: heapdict in /var/jenkins_home/.local/lib/python3.8/site-packages/HeapDict-1.0.1-py3.8.egg (from zict>=0.1.3->distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (1.0.1)
Requirement already satisfied: multidict in /usr/local/lib/python3.8/dist-packages (from grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (6.0.2)
Requirement already satisfied: h2<5,>=3.1.0 in /usr/local/lib/python3.8/dist-packages (from grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (4.1.0)
Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.8/dist-packages (from jinja2->distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (2.1.1)
Requirement already satisfied: hyperframe<7,>=6.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (6.0.1)
Requirement already satisfied: hpack<5,>=4.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (4.0.0)
test-gpu run-test: commands[2] | python -m pip install --upgrade git+https://github.com/NVIDIA-Merlin/NVTabular.git
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Collecting git+https://github.com/NVIDIA-Merlin/NVTabular.git
  Cloning https://github.com/NVIDIA-Merlin/NVTabular.git to /tmp/pip-req-build-auupgigk
  Running command git clone --filter=blob:none --quiet https://github.com/NVIDIA-Merlin/NVTabular.git /tmp/pip-req-build-auupgigk
  Resolved https://github.com/NVIDIA-Merlin/NVTabular.git to commit 95e12d34728eb74c107780906635955144d8c90b
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): finished with status 'done'
Requirement already satisfied: merlin-core>=0.2.0 in ./.tox/test-gpu/lib/python3.8/site-packages (from nvtabular==1.4.0+8.g95e12d34) (0.6.0+1.g5926fcf)
Requirement already satisfied: scipy in /usr/local/lib/python3.8/dist-packages (from nvtabular==1.4.0+8.g95e12d34) (1.9.1)
Requirement already satisfied: distributed>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (2022.3.0)
Requirement already satisfied: tqdm>=4.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (4.64.1)
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Requirement already satisfied: packaging in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (21.3)
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Requirement already satisfied: numba>=0.54 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (0.55.1)
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Requirement already satisfied: six>=1.5 in /var/jenkins_home/.local/lib/python3.8/site-packages (from python-dateutil>=2.7.3->pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.15.0)
Requirement already satisfied: heapdict in /var/jenkins_home/.local/lib/python3.8/site-packages/HeapDict-1.0.1-py3.8.egg (from zict>=0.1.3->distributed>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.0.1)
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Requirement already satisfied: h2<5,>=3.1.0 in /usr/local/lib/python3.8/dist-packages (from grpclib->betterproto<2.0.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (4.1.0)
Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.8/dist-packages (from jinja2->distributed>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (2.1.1)
Requirement already satisfied: hyperframe<7,>=6.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (6.0.1)
Requirement already satisfied: hpack<5,>=4.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (4.0.0)
test-gpu run-test: commands[3] | python -m pip install --upgrade git+https://github.com/NVIDIA-Merlin/core.git
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Collecting git+https://github.com/NVIDIA-Merlin/core.git
  Cloning https://github.com/NVIDIA-Merlin/core.git to /tmp/pip-req-build-dfzg_t1z
  Running command git clone --filter=blob:none --quiet https://github.com/NVIDIA-Merlin/core.git /tmp/pip-req-build-dfzg_t1z
  Resolved https://github.com/NVIDIA-Merlin/core.git to commit 5926fcfc0776c112680cbca28553c15211c2fda7
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): finished with status 'done'
Requirement already satisfied: distributed>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core==0.6.0+1.g5926fcf) (2022.3.0)
Requirement already satisfied: tqdm>=4.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core==0.6.0+1.g5926fcf) (4.64.1)
Requirement already satisfied: tensorflow-metadata>=1.2.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core==0.6.0+1.g5926fcf) (1.10.0)
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Requirement already satisfied: packaging in /usr/local/lib/python3.8/dist-packages (from merlin-core==0.6.0+1.g5926fcf) (21.3)
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Requirement already satisfied: protobuf>=3.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core==0.6.0+1.g5926fcf) (3.19.5)
Requirement already satisfied: numba>=0.54 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core==0.6.0+1.g5926fcf) (0.55.1)
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Requirement already satisfied: pyarrow>=5.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core==0.6.0+1.g5926fcf) (7.0.0)
Requirement already satisfied: dask>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core==0.6.0+1.g5926fcf) (2022.3.0)
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Requirement already satisfied: pyyaml>=5.3.1 in /var/jenkins_home/.local/lib/python3.8/site-packages/PyYAML-5.4.1-py3.8-linux-x86_64.egg (from dask>=2022.3.0->merlin-core==0.6.0+1.g5926fcf) (5.4.1)
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Requirement already satisfied: cloudpickle>=1.1.1 in /usr/local/lib/python3.8/dist-packages (from dask>=2022.3.0->merlin-core==0.6.0+1.g5926fcf) (2.2.0)
Requirement already satisfied: toolz>=0.8.2 in /usr/local/lib/python3.8/dist-packages (from dask>=2022.3.0->merlin-core==0.6.0+1.g5926fcf) (0.12.0)
Requirement already satisfied: zict>=0.1.3 in /var/jenkins_home/.local/lib/python3.8/site-packages/zict-2.0.0-py3.8.egg (from distributed>=2022.3.0->merlin-core==0.6.0+1.g5926fcf) (2.0.0)
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Requirement already satisfied: jinja2 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core==0.6.0+1.g5926fcf) (3.1.2)
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Requirement already satisfied: setuptools in ./.tox/test-gpu/lib/python3.8/site-packages (from numba>=0.54->merlin-core==0.6.0+1.g5926fcf) (65.3.0)
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Requirement already satisfied: pytz>=2017.3 in /usr/local/lib/python3.8/dist-packages (from pandas<1.4.0dev0,>=1.2.0->merlin-core==0.6.0+1.g5926fcf) (2022.2.1)
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Requirement already satisfied: heapdict in /var/jenkins_home/.local/lib/python3.8/site-packages/HeapDict-1.0.1-py3.8.egg (from zict>=0.1.3->distributed>=2022.3.0->merlin-core==0.6.0+1.g5926fcf) (1.0.1)
Requirement already satisfied: multidict in /usr/local/lib/python3.8/dist-packages (from grpclib->betterproto<2.0.0->merlin-core==0.6.0+1.g5926fcf) (6.0.2)
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Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.8/dist-packages (from jinja2->distributed>=2022.3.0->merlin-core==0.6.0+1.g5926fcf) (2.1.1)
Requirement already satisfied: hyperframe<7,>=6.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core==0.6.0+1.g5926fcf) (6.0.1)
Requirement already satisfied: hpack<5,>=4.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core==0.6.0+1.g5926fcf) (4.0.0)
test-gpu run-test: commands[4] | python -m pytest --cov-report term --cov merlin -rxs tests/unit
============================= test session starts ==============================
platform linux -- Python 3.8.10, pytest-7.1.3, pluggy-1.0.0
cachedir: .tox/test-gpu/.pytest_cache
rootdir: /var/jenkins_home/workspace/merlin_merlin/merlin
plugins: anyio-3.5.0, xdist-2.5.0, forked-1.4.0, cov-3.0.0
collected 3 items
tests/unit/test_version.py .                                             [ 33%]

tests/unit/examples/test_building_deploying_multi_stage_RecSys.py s      [ 66%]

tests/unit/examples/test_scaling_criteo_merlin_models.py .               [100%]
---------- coverage: platform linux, python 3.8.10-final-0 -----------

Name                                                                                                  Stmts   Miss  Cover
.tox/test-gpu/lib/python3.8/site-packages/merlin/core/init.py                                         2      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/core/_version.py                                         4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/core/compat.py                                           9      4    56%

.tox/test-gpu/lib/python3.8/site-packages/merlin/core/dispatch.py                                       346    221    36%

.tox/test-gpu/lib/python3.8/site-packages/merlin/core/utils.py                                          195    119    39%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/init.py                                          4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/base_operator.py                                   115     20    83%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/executors.py                                       111     50    55%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/graph.py                                            99     35    65%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/node.py                                            342    165    52%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/ops/init.py                                      4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/ops/concat_columns.py                               18      6    67%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/ops/selection.py                                    20      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/ops/subset_columns.py                               12      4    67%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/ops/subtraction.py                                  21     11    48%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/selector.py                                         88     31    65%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/init.py                                           4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/csv.py                                               57     38    33%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/dask.py                                             181    140    23%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/dataframe_engine.py                                  61     47    23%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/dataframe_iter.py                                    21      4    81%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/dataset.py                                          346    234    32%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/dataset_engine.py                                    37     13    65%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/fsspec_utils.py                                     127    108    15%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/hugectr.py                                           45     35    22%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/parquet.py                                          603    353    41%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/shuffle.py                                           38     20    47%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/worker.py                                            80     30    62%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/writer.py                                           190     90    53%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/writer_factory.py                                    18      5    72%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/init.py                                       2      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/_version.py                                       4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/config/init.py                                0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/config/schema.py                                 62     19    69%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/loader/init.py                                0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/loader/backend.py                               379    117    69%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/loader/dataframe_iter.py                         21     17    19%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/loader/tf_utils.py                               57     27    53%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/loader/utils.py                                  40     15    62%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/init.py                                   64      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/init.py                             0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/cross.py                               44     28    36%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/dlrm.py                                49     11    78%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/experts.py                             99     75    24%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/interaction.py                         93     48    48%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/mlp.py                                114     56    51%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/optimizer.py                          173    127    27%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/retrieval/init.py                   0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/retrieval/base.py                     168    125    26%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/retrieval/matrix_factorization.py      35     19    46%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/retrieval/two_tower.py                 30     18    40%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/sampling/init.py                    0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/sampling/base.py                       29     11    62%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/sampling/cross_batch.py                46     31    33%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/sampling/in_batch.py                   35     20    43%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/sampling/queue.py                     115     99    14%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/init.py                               0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/aggregation.py                          245    109    56%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/base.py                                 239    115    52%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/combinators.py                          393    130    67%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/encoder.py                               73     47    36%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/index.py                                104     68    35%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/prediction.py                            25      2    92%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/tabular.py                              271     71    74%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/dataset.py                                   213    108    49%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/inputs/init.py                             0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/inputs/base.py                                56     44    21%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/inputs/continuous.py                          33      3    91%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/inputs/embedding.py                          432    237    45%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/losses/init.py                             4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/losses/base.py                                 9      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/losses/listwise.py                            13      2    85%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/losses/pairwise.py                           113     55    51%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/metrics/init.py                            2      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/metrics/topk.py                              184     83    55%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/init.py                             0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/base.py                               543    247    55%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/benchmark.py                           16      6    62%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/ranking.py                             71     44    38%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/retrieval.py                           32     15    53%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/utils.py                               10      2    80%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/init.py                            0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/base.py                              123     90    27%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/classification.py                     82     48    41%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/contrastive.py                       135     99    27%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/regression.py                          9      2    78%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/sampling/init.py                   0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/sampling/base.py                      78     41    47%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/sampling/in_batch.py                  37     22    41%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/sampling/popularity.py                27     17    37%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/init.py                   0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/base.py                     199    107    46%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/classification.py            68     23    66%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/multi.py                      7      1    86%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/next_item.py                 59     33    44%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/regression.py                35     19    46%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/retrieval.py                 73     48    34%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/init.py                         0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/bias.py                            74     49    34%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/features.py                       239    187    22%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/noise.py                           43     28    35%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/regularization.py                  17      6    65%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/tensor.py                          91     47    48%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/typing.py                                      7      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/utils/init.py                              0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/utils/batch_utils.py                          81     56    31%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/utils/repr_utils.py                           69     48    30%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/utils/search_utils.py                         34     22    35%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/utils/tf_utils.py                            186    118    37%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/init.py                                 0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/constants.py                                3      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/dataset.py                                 33     24    27%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/doc_utils.py                               10      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/misc_utils.py                             118     90    24%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/registry.py                               101     31    69%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/schema_utils.py                            90     62    31%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/init.py                                       2      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/io/init.py                                    0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/io/proto_utils.py                                20      6    70%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/io/schema_bp.py                                 306      7    98%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/io/tensorflow_metadata.py                       191     43    77%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/schema.py                                       205     54    74%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/tags.py                                          82      8    90%

/usr/local/lib/python3.8/dist-packages/merlin/systems/init.py                                         6      0   100%

/usr/local/lib/python3.8/dist-packages/merlin/systems/_version.py                                         4      0   100%

/usr/local/lib/python3.8/dist-packages/merlin/systems/dag/init.py                                     3      0   100%

/usr/local/lib/python3.8/dist-packages/merlin/systems/dag/ensemble.py                                    78      7    91%

/usr/local/lib/python3.8/dist-packages/merlin/systems/dag/node.py                                        20      1    95%

/usr/local/lib/python3.8/dist-packages/merlin/systems/dag/op_runner.py                                   21     15    29%

/usr/local/lib/python3.8/dist-packages/merlin/systems/dag/ops/init.py                                 9      4    56%

/usr/local/lib/python3.8/dist-packages/merlin/systems/dag/ops/operator.py                                83     37    55%

/usr/local/lib/python3.8/dist-packages/merlin/systems/dag/ops/tensorflow.py                              81     19    77%

/usr/local/lib/python3.8/dist-packages/merlin/systems/dag/ops/workflow.py                                25      0   100%

/usr/local/lib/python3.8/dist-packages/merlin/systems/model_registry.py                                  16      8    50%

/usr/local/lib/python3.8/dist-packages/merlin/systems/triton/init.py                                 47     12    74%

/usr/local/lib/python3.8/dist-packages/merlin/systems/triton/conversions.py                              87     51    41%

/usr/local/lib/python3.8/dist-packages/merlin/systems/triton/export.py                                  266    210    21%

/usr/local/lib/python3.8/dist-packages/merlin/systems/triton/utils.py                                    72     14    81%

/usr/local/lib/python3.8/dist-packages/merlin/systems/workflow/init.py                               22     20     9%

/usr/local/lib/python3.8/dist-packages/merlin/systems/workflow/base.py                                  113     14    88%

/usr/local/lib/python3.8/dist-packages/merlin/systems/workflow/hugectr.py                                37     29    22%

/usr/local/lib/python3.8/dist-packages/merlin/systems/workflow/pytorch.py                                10      6    40%

/usr/local/lib/python3.8/dist-packages/merlin/systems/workflow/tensorflow.py                             32     13    59%
TOTAL                                                                                                 11904   5930    50%
=========================== short test summary info ============================

SKIPPED [1] tests/unit/examples/test_building_deploying_multi_stage_RecSys.py:16: 'NoneType' returning from faiss operator because of randomly generated data.

=================== 2 passed, 1 skipped in 115.67s (0:01:55) ===================

/usr/local/lib/python3.8/dist-packages/coverage/inorout.py:519: CoverageWarning: Module merlin was never imported. (module-not-imported)

self.warn(f"Module {pkg} was never imported.", slug="module-not-imported")

/usr/local/lib/python3.8/dist-packages/coverage/control.py:794: CoverageWarning: No data was collected. (no-data-collected)

self._warn("No data was collected.", slug="no-data-collected")

___________________________________ summary ____________________________________

test-gpu: commands succeeded

congratulations :)

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/Merlin/issues/$ghprbPullId/comments" "/var/jenkins_home/jobs/$JOB_NAME/builds/$BUILD_NUMBER/log"

[merlin_merlin] $ /bin/bash /tmp/jenkins4964172564158924560.sh

[nvidia-merlin-bot]

Click to view CI Results

GitHub pull request #626 of commit 3cc149327c4efb4fd6c7ceaa8ac52a71c674de57, no merge conflicts.
Running as SYSTEM
Setting status of 3cc149327c4efb4fd6c7ceaa8ac52a71c674de57 to PENDING with url https://10.20.13.93:8080/job/merlin_merlin/463/console and message: 'Pending'
Using context: Jenkins
Building on master in workspace /var/jenkins_home/workspace/merlin_merlin
using credential systems-login
 > git rev-parse --is-inside-work-tree # timeout=10
Fetching changes from the remote Git repository
 > git config remote.origin.url https://github.com/NVIDIA-Merlin/Merlin # timeout=10
Fetching upstream changes from https://github.com/NVIDIA-Merlin/Merlin
 > git --version # timeout=10
using GIT_ASKPASS to set credentials login for merlin-systems
 > git fetch --tags --force --progress -- https://github.com/NVIDIA-Merlin/Merlin +refs/pull/626/*:refs/remotes/origin/pr/626/* # timeout=10
 > git rev-parse 3cc149327c4efb4fd6c7ceaa8ac52a71c674de57^{commit} # timeout=10
Checking out Revision 3cc149327c4efb4fd6c7ceaa8ac52a71c674de57 (detached)
 > git config core.sparsecheckout # timeout=10
 > git checkout -f 3cc149327c4efb4fd6c7ceaa8ac52a71c674de57 # timeout=10
Commit message: "Address virtual review comments"
 > git rev-list --no-walk 142958efe88839a965f8c9c227853ff7e530ec8c # timeout=10
[merlin_merlin] $ /bin/bash /tmp/jenkins4501113146491685508.sh
GLOB sdist-make: /var/jenkins_home/workspace/merlin_merlin/merlin/setup.py
test-gpu inst-nodeps: /var/jenkins_home/workspace/merlin_merlin/merlin/.tox/.tmp/package/1/merlin-0.0.1.zip
WARNING: Discarding $PYTHONPATH from environment, to override specify PYTHONPATH in 'passenv' in your configuration.
test-gpu installed: absl-py==1.2.0,aiohttp==3.8.1,aiosignal==1.2.0,alabaster==0.7.12,anyio==3.6.1,argon2-cffi==21.3.0,argon2-cffi-bindings==21.2.0,astroid==2.5.6,asttokens==2.0.8,astunparse==1.6.3,asv==0.5.1,asvdb==0.4.2,async-timeout==4.0.2,attrs==22.1.0,awscli==1.25.77,Babel==2.10.3,backcall==0.2.0,beautifulsoup4==4.11.1,betterproto==1.2.5,black==22.6.0,bleach==5.0.1,boto3==1.24.75,botocore==1.27.76,Brotli==1.0.9,cachetools==5.2.0,certifi==2019.11.28,cffi==1.15.1,chardet==3.0.4,charset-normalizer==2.1.1,clang==5.0,click==8.1.3,cloudpickle==2.2.0,cmake==3.24.1.1,colorama==0.4.4,contourpy==1.0.5,coverage==6.4.4,cuda-python==11.7.1,cupy-cuda117==10.6.0,cycler==0.11.0,Cython==0.29.32,dask==2022.1.1,dbus-python==1.2.16,debugpy==1.6.3,decorator==5.1.1,defusedxml==0.7.1,dill==0.3.5.1,distlib==0.3.6,distributed==2022.5.1,distro==1.7.0,dm-tree==0.1.6,docker-pycreds==0.4.0,docutils==0.16,emoji==1.7.0,entrypoints==0.4,execnet==1.9.0,executing==1.0.0,faiss==1.7.2,faiss-gpu==1.7.2,fastai==2.7.9,fastapi==0.85.0,fastavro==1.6.1,fastcore==1.5.27,fastdownload==0.0.7,fastjsonschema==2.16.1,fastprogress==1.0.3,fastrlock==0.8,feast==0.19.4,fiddle==0.2.2,filelock==3.8.0,flatbuffers==1.12,fonttools==4.37.2,frozenlist==1.3.1,fsspec==2022.5.0,gast==0.4.0,gevent==21.12.0,geventhttpclient==2.0.2,gitdb==4.0.9,GitPython==3.1.27,google==3.0.0,google-api-core==2.10.1,google-auth==2.11.1,google-auth-oauthlib==0.4.6,google-pasta==0.2.0,googleapis-common-protos==1.52.0,graphviz==0.20.1,greenlet==1.1.3,grpcio==1.41.0,grpcio-channelz==1.49.0,grpcio-reflection==1.48.1,grpclib==0.4.3,h11==0.13.0,h2==4.1.0,h5py==3.7.0,HeapDict==1.0.1,hpack==4.0.0,httptools==0.5.0,hugectr2onnx==0.0.0,huggingface-hub==0.9.1,hyperframe==6.0.1,idna==2.8,imagesize==1.4.1,implicit==0.6.1,importlib-metadata==4.12.0,importlib-resources==5.9.0,iniconfig==1.1.1,ipykernel==6.15.3,ipython==8.5.0,ipython-genutils==0.2.0,ipywidgets==7.7.0,jedi==0.18.1,Jinja2==3.1.2,jmespath==1.0.1,joblib==1.2.0,json5==0.9.10,jsonschema==4.16.0,jupyter-cache==0.4.3,jupyter-core==4.11.1,jupyter-server==1.18.1,jupyter-server-mathjax==0.2.5,jupyter-sphinx==0.3.2,jupyter_client==7.3.5,jupyterlab==3.4.7,jupyterlab-pygments==0.2.2,jupyterlab-widgets==1.1.0,jupyterlab_server==2.15.1,keras==2.9.0,Keras-Preprocessing==1.1.2,kiwisolver==1.4.4,lazy-object-proxy==1.7.1,libclang==14.0.6,libcst==0.4.7,lightfm==1.16,lightgbm==3.3.2,linkify-it-py==1.0.3,llvmlite==0.39.1,locket==1.0.0,lxml==4.9.1,Markdown==3.4.1,markdown-it-py==1.1.0,MarkupSafe==2.1.1,matplotlib==3.6.0,matplotlib-inline==0.1.6,mdit-py-plugins==0.2.8,merlin==0.0.1,merlin-core==0.6.0+1.g5926fcf,merlin-models==0.7.0+6.ga00b40ba3,merlin-systems==0.5.0+4.g15074ad,mistune==2.0.4,mmh3==3.0.0,mpi4py==3.1.3,msgpack==1.0.4,multidict==6.0.2,mypy-extensions==0.4.3,myst-nb==0.13.2,myst-parser==0.15.2,natsort==8.1.0,nbclassic==0.4.3,nbclient==0.6.8,nbconvert==7.0.0,nbdime==3.1.1,nbformat==5.5.0,nest-asyncio==1.5.5,ninja==1.10.2.3,notebook==6.4.12,notebook-shim==0.1.0,numba==0.56.2,numpy==1.22.4,nvidia-pyindex==1.0.9,# Editable install with no version control (nvtabular==1.4.0+8.g95e12d347),-e /usr/local/lib/python3.8/dist-packages,nvtx==0.2.5,oauthlib==3.2.1,oldest-supported-numpy==2022.8.16,onnx==1.12.0,onnxruntime==1.11.1,opt-einsum==3.3.0,packaging==21.3,pandas==1.3.5,pandavro==1.5.2,pandocfilters==1.5.0,parso==0.8.3,partd==1.3.0,pathtools==0.1.2,pexpect==4.8.0,pickleshare==0.7.5,Pillow==9.2.0,pkgutil_resolve_name==1.3.10,platformdirs==2.5.2,pluggy==1.0.0,prometheus-client==0.14.1,promise==2.3,prompt-toolkit==3.0.31,proto-plus==1.19.6,protobuf==3.19.5,psutil==5.9.2,ptyprocess==0.7.0,pure-eval==0.2.2,py==1.11.0,pyarrow==7.0.0,pyasn1==0.4.8,pyasn1-modules==0.2.8,pybind11==2.10.0,pycparser==2.21,pydantic==1.10.2,pydot==1.4.2,Pygments==2.13.0,PyGObject==3.36.0,pynvml==11.4.1,pyparsing==3.0.9,pyrsistent==0.18.1,pytest==7.1.3,pytest-cov==3.0.0,pytest-forked==1.4.0,pytest-xdist==2.5.0,python-apt==2.0.0+ubuntu0.20.4.8,python-dateutil==2.8.2,python-dotenv==0.21.0,python-rapidjson==1.8,pytz==2022.2.1,PyYAML==5.4.1,pyzmq==24.0.0,regex==2022.9.13,requests==2.22.0,requests-oauthlib==1.3.1,requests-unixsocket==0.2.0,rsa==4.7.2,s3fs==2022.2.0,s3transfer==0.6.0,sacremoses==0.0.53,scikit-build==0.15.0,scikit-learn==1.1.2,scipy==1.9.1,seedir==0.3.0,Send2Trash==1.8.0,sentry-sdk==1.9.8,setproctitle==1.3.2,setuptools-scm==7.0.5,shortuuid==1.0.9,six==1.15.0,sklearn==0.0,smmap==5.0.0,sniffio==1.3.0,snowballstemmer==2.2.0,sortedcontainers==2.4.0,soupsieve==2.3.2.post1,Sphinx==5.1.1,sphinx-multiversion==0.2.4,sphinx-togglebutton==0.3.1,sphinx_external_toc==0.3.0,sphinxcontrib-applehelp==1.0.2,sphinxcontrib-copydirs @ git+https://github.com/mikemckiernan/sphinxcontrib-copydirs.git@bd8c5d79b3f91cf5f1bb0d6995aeca3fe84b670e,sphinxcontrib-devhelp==1.0.2,sphinxcontrib-htmlhelp==2.0.0,sphinxcontrib-jsmath==1.0.1,sphinxcontrib-qthelp==1.0.3,sphinxcontrib-serializinghtml==1.1.5,SQLAlchemy==1.4.36,stack-data==0.5.0,starlette==0.20.4,stringcase==1.2.0,supervisor==4.1.0,tabulate==0.8.10,tblib==1.7.0,tdqm==0.0.1,tenacity==8.0.1,tensorboard==2.9.1,tensorboard-data-server==0.6.1,tensorboard-plugin-wit==1.8.1,tensorflow==2.6.2,tensorflow-estimator==2.9.0,tensorflow-gpu==2.9.2,tensorflow-io-gcs-filesystem==0.27.0,tensorflow-metadata==1.10.0,termcolor==2.0.1,terminado==0.15.0,testbook==0.4.2,threadpoolctl==3.1.0,tinycss2==1.1.1,tokenizers==0.10.3,toml==0.10.2,tomli==2.0.1,toolz==0.12.0,torch==1.12.1+cu113,torchmetrics==0.3.2,tornado==6.2,tox==3.26.0,tqdm==4.64.1,traitlets==5.4.0,transformers==4.12.0,transformers4rec==0.1.12+2.gbcc939255,treelite==2.3.0,treelite-runtime==2.3.0,tritonclient==2.25.0,typing-inspect==0.8.0,typing_extensions==4.3.0,uc-micro-py==1.0.1,urllib3==1.26.12,uvicorn==0.18.3,uvloop==0.17.0,versioneer==0.20,virtualenv==20.16.5,wandb==0.13.3,watchfiles==0.17.0,wcwidth==0.2.5,webencodings==0.5.1,websocket-client==1.4.1,websockets==10.3,Werkzeug==2.2.2,widgetsnbextension==3.6.0,wrapt==1.12.1,xgboost==1.6.2,yarl==1.8.1,zict==2.2.0,zipp==3.8.1,zope.event==4.5.0,zope.interface==5.4.0
test-gpu run-test-pre: PYTHONHASHSEED='2455517584'
test-gpu run-test: commands[0] | python -m pip install --upgrade git+https://github.com/NVIDIA-Merlin/systems.git
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Collecting git+https://github.com/NVIDIA-Merlin/systems.git
  Cloning https://github.com/NVIDIA-Merlin/systems.git to /tmp/pip-req-build-9q89g3qz
  Running command git clone --filter=blob:none --quiet https://github.com/NVIDIA-Merlin/systems.git /tmp/pip-req-build-9q89g3qz
  Resolved https://github.com/NVIDIA-Merlin/systems.git to commit 15074adf11bcc9bb9da375ec40ab4e431f1c93e9
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): finished with status 'done'
Requirement already satisfied: nvtabular>=1.0.0 in ./.tox/test-gpu/lib/python3.8/site-packages (from merlin-systems==0.5.0+4.g15074ad) (1.4.0+8.g95e12d34)
Requirement already satisfied: merlin-core>=0.2.0 in ./.tox/test-gpu/lib/python3.8/site-packages (from merlin-systems==0.5.0+4.g15074ad) (0.6.0+1.g5926fcf)
Requirement already satisfied: betterproto<2.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.2.5)
Requirement already satisfied: pyarrow>=5.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (7.0.0)
Requirement already satisfied: fsspec==2022.5.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2022.5.0)
Requirement already satisfied: numba>=0.54 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (0.55.1)
Requirement already satisfied: packaging in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (21.3)
Requirement already satisfied: tqdm>=4.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (4.64.1)
Requirement already satisfied: distributed>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2022.3.0)
Requirement already satisfied: dask>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2022.3.0)
Requirement already satisfied: protobuf>=3.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (3.19.5)
Requirement already satisfied: tensorflow-metadata>=1.2.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.10.0)
Requirement already satisfied: pandas<1.4.0dev0,>=1.2.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.3.5)
Requirement already satisfied: scipy in /usr/local/lib/python3.8/dist-packages (from nvtabular>=1.0.0->merlin-systems==0.5.0+4.g15074ad) (1.9.1)
Requirement already satisfied: grpclib in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (0.4.3)
Requirement already satisfied: stringcase in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.2.0)
Requirement already satisfied: partd>=0.3.10 in /var/jenkins_home/.local/lib/python3.8/site-packages/partd-1.2.0-py3.8.egg (from dask>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.2.0)
Requirement already satisfied: cloudpickle>=1.1.1 in /usr/local/lib/python3.8/dist-packages (from dask>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2.2.0)
Requirement already satisfied: pyyaml>=5.3.1 in /var/jenkins_home/.local/lib/python3.8/site-packages/PyYAML-5.4.1-py3.8-linux-x86_64.egg (from dask>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (5.4.1)
Requirement already satisfied: toolz>=0.8.2 in /usr/local/lib/python3.8/dist-packages (from dask>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (0.12.0)
Requirement already satisfied: msgpack>=0.6.0 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.0.4)
Requirement already satisfied: click>=6.6 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (8.1.3)
Requirement already satisfied: tblib>=1.6.0 in /var/jenkins_home/.local/lib/python3.8/site-packages/tblib-1.7.0-py3.8.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.7.0)
Requirement already satisfied: sortedcontainers!=2.0.0,!=2.0.1 in /var/jenkins_home/.local/lib/python3.8/site-packages/sortedcontainers-2.4.0-py3.8.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2.4.0)
Requirement already satisfied: psutil>=5.0 in /var/jenkins_home/.local/lib/python3.8/site-packages/psutil-5.8.0-py3.8-linux-x86_64.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (5.8.0)
Requirement already satisfied: zict>=0.1.3 in /var/jenkins_home/.local/lib/python3.8/site-packages/zict-2.0.0-py3.8.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2.0.0)
Requirement already satisfied: tornado>=6.0.3 in /var/jenkins_home/.local/lib/python3.8/site-packages/tornado-6.1-py3.8-linux-x86_64.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (6.1)
Requirement already satisfied: jinja2 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (3.1.2)
Requirement already satisfied: numpy<1.22,>=1.18 in /var/jenkins_home/.local/lib/python3.8/site-packages (from numba>=0.54->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.20.3)
Requirement already satisfied: llvmlite<0.39,>=0.38.0rc1 in ./.tox/test-gpu/lib/python3.8/site-packages (from numba>=0.54->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (0.38.1)
Requirement already satisfied: setuptools in ./.tox/test-gpu/lib/python3.8/site-packages (from numba>=0.54->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (65.3.0)
Requirement already satisfied: pyparsing!=3.0.5,>=2.0.2 in /usr/local/lib/python3.8/dist-packages (from packaging->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (3.0.9)
Requirement already satisfied: pytz>=2017.3 in /usr/local/lib/python3.8/dist-packages (from pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2022.2.1)
Requirement already satisfied: python-dateutil>=2.7.3 in /usr/local/lib/python3.8/dist-packages (from pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2.8.2)
Requirement already satisfied: googleapis-common-protos<2,>=1.52.0 in /usr/local/lib/python3.8/dist-packages (from tensorflow-metadata>=1.2.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.52.0)
Requirement already satisfied: absl-py<2.0.0,>=0.9 in /usr/local/lib/python3.8/dist-packages (from tensorflow-metadata>=1.2.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.2.0)
Requirement already satisfied: locket in /var/jenkins_home/.local/lib/python3.8/site-packages/locket-0.2.1-py3.8.egg (from partd>=0.3.10->dask>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (0.2.1)
Requirement already satisfied: six>=1.5 in /var/jenkins_home/.local/lib/python3.8/site-packages (from python-dateutil>=2.7.3->pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.15.0)
Requirement already satisfied: heapdict in /var/jenkins_home/.local/lib/python3.8/site-packages/HeapDict-1.0.1-py3.8.egg (from zict>=0.1.3->distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.0.1)
Requirement already satisfied: multidict in /usr/local/lib/python3.8/dist-packages (from grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (6.0.2)
Requirement already satisfied: h2<5,>=3.1.0 in /usr/local/lib/python3.8/dist-packages (from grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (4.1.0)
Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.8/dist-packages (from jinja2->distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2.1.1)
Requirement already satisfied: hyperframe<7,>=6.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (6.0.1)
Requirement already satisfied: hpack<5,>=4.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (4.0.0)
test-gpu run-test: commands[1] | python -m pip install --upgrade git+https://github.com/NVIDIA-Merlin/models.git
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Collecting git+https://github.com/NVIDIA-Merlin/models.git
  Cloning https://github.com/NVIDIA-Merlin/models.git to /tmp/pip-req-build-hnk1z86g
  Running command git clone --filter=blob:none --quiet https://github.com/NVIDIA-Merlin/models.git /tmp/pip-req-build-hnk1z86g
  Resolved https://github.com/NVIDIA-Merlin/models.git to commit 5dd48d1a85dab8e11189337b8b82b21ecf8f11d3
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): finished with status 'done'
Requirement already satisfied: merlin-core>=0.2.0 in ./.tox/test-gpu/lib/python3.8/site-packages (from merlin-models==0.7.0+7.g5dd48d1a) (0.6.0+1.g5926fcf)
Requirement already satisfied: betterproto<2.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (1.2.5)
Requirement already satisfied: pyarrow>=5.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (7.0.0)
Requirement already satisfied: fsspec==2022.5.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (2022.5.0)
Requirement already satisfied: numba>=0.54 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (0.55.1)
Requirement already satisfied: packaging in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (21.3)
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Requirement already satisfied: tensorflow-metadata>=1.2.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (1.10.0)
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Requirement already satisfied: six>=1.5 in /var/jenkins_home/.local/lib/python3.8/site-packages (from python-dateutil>=2.7.3->pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (1.15.0)
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Requirement already satisfied: hyperframe<7,>=6.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (6.0.1)
Requirement already satisfied: hpack<5,>=4.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-models==0.7.0+7.g5dd48d1a) (4.0.0)
test-gpu run-test: commands[2] | python -m pip install --upgrade git+https://github.com/NVIDIA-Merlin/NVTabular.git
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Collecting git+https://github.com/NVIDIA-Merlin/NVTabular.git
  Cloning https://github.com/NVIDIA-Merlin/NVTabular.git to /tmp/pip-req-build-9a2cahia
  Running command git clone --filter=blob:none --quiet https://github.com/NVIDIA-Merlin/NVTabular.git /tmp/pip-req-build-9a2cahia
  Resolved https://github.com/NVIDIA-Merlin/NVTabular.git to commit 95e12d34728eb74c107780906635955144d8c90b
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): finished with status 'done'
Requirement already satisfied: scipy in /usr/local/lib/python3.8/dist-packages (from nvtabular==1.4.0+8.g95e12d34) (1.9.1)
Requirement already satisfied: merlin-core>=0.2.0 in ./.tox/test-gpu/lib/python3.8/site-packages (from nvtabular==1.4.0+8.g95e12d34) (0.6.0+1.g5926fcf)
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Requirement already satisfied: numba>=0.54 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (0.55.1)
Requirement already satisfied: packaging in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (21.3)
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Requirement already satisfied: distributed>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (2022.3.0)
Requirement already satisfied: dask>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (2022.3.0)
Requirement already satisfied: protobuf>=3.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (3.19.5)
Requirement already satisfied: tensorflow-metadata>=1.2.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.10.0)
Requirement already satisfied: pandas<1.4.0dev0,>=1.2.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.3.5)
Requirement already satisfied: numpy<1.25.0,>=1.18.5 in /var/jenkins_home/.local/lib/python3.8/site-packages (from scipy->nvtabular==1.4.0+8.g95e12d34) (1.20.3)
Requirement already satisfied: grpclib in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (0.4.3)
Requirement already satisfied: stringcase in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.2.0)
Requirement already satisfied: partd>=0.3.10 in /var/jenkins_home/.local/lib/python3.8/site-packages/partd-1.2.0-py3.8.egg (from dask>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.2.0)
Requirement already satisfied: cloudpickle>=1.1.1 in /usr/local/lib/python3.8/dist-packages (from dask>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (2.2.0)
Requirement already satisfied: pyyaml>=5.3.1 in /var/jenkins_home/.local/lib/python3.8/site-packages/PyYAML-5.4.1-py3.8-linux-x86_64.egg (from dask>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (5.4.1)
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Requirement already satisfied: click>=6.6 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (8.1.3)
Requirement already satisfied: tblib>=1.6.0 in /var/jenkins_home/.local/lib/python3.8/site-packages/tblib-1.7.0-py3.8.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.7.0)
Requirement already satisfied: sortedcontainers!=2.0.0,!=2.0.1 in /var/jenkins_home/.local/lib/python3.8/site-packages/sortedcontainers-2.4.0-py3.8.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (2.4.0)
Requirement already satisfied: psutil>=5.0 in /var/jenkins_home/.local/lib/python3.8/site-packages/psutil-5.8.0-py3.8-linux-x86_64.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (5.8.0)
Requirement already satisfied: zict>=0.1.3 in /var/jenkins_home/.local/lib/python3.8/site-packages/zict-2.0.0-py3.8.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (2.0.0)
Requirement already satisfied: tornado>=6.0.3 in /var/jenkins_home/.local/lib/python3.8/site-packages/tornado-6.1-py3.8-linux-x86_64.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (6.1)
Requirement already satisfied: jinja2 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (3.1.2)
Requirement already satisfied: llvmlite<0.39,>=0.38.0rc1 in ./.tox/test-gpu/lib/python3.8/site-packages (from numba>=0.54->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (0.38.1)
Requirement already satisfied: setuptools in ./.tox/test-gpu/lib/python3.8/site-packages (from numba>=0.54->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (65.3.0)
Requirement already satisfied: pyparsing!=3.0.5,>=2.0.2 in /usr/local/lib/python3.8/dist-packages (from packaging->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (3.0.9)
Requirement already satisfied: pytz>=2017.3 in /usr/local/lib/python3.8/dist-packages (from pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (2022.2.1)
Requirement already satisfied: python-dateutil>=2.7.3 in /usr/local/lib/python3.8/dist-packages (from pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (2.8.2)
Requirement already satisfied: googleapis-common-protos<2,>=1.52.0 in /usr/local/lib/python3.8/dist-packages (from tensorflow-metadata>=1.2.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.52.0)
Requirement already satisfied: absl-py<2.0.0,>=0.9 in /usr/local/lib/python3.8/dist-packages (from tensorflow-metadata>=1.2.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.2.0)
Requirement already satisfied: locket in /var/jenkins_home/.local/lib/python3.8/site-packages/locket-0.2.1-py3.8.egg (from partd>=0.3.10->dask>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (0.2.1)
Requirement already satisfied: six>=1.5 in /var/jenkins_home/.local/lib/python3.8/site-packages (from python-dateutil>=2.7.3->pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.15.0)
Requirement already satisfied: heapdict in /var/jenkins_home/.local/lib/python3.8/site-packages/HeapDict-1.0.1-py3.8.egg (from zict>=0.1.3->distributed>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.0.1)
Requirement already satisfied: multidict in /usr/local/lib/python3.8/dist-packages (from grpclib->betterproto<2.0.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (6.0.2)
Requirement already satisfied: h2<5,>=3.1.0 in /usr/local/lib/python3.8/dist-packages (from grpclib->betterproto<2.0.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (4.1.0)
Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.8/dist-packages (from jinja2->distributed>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (2.1.1)
Requirement already satisfied: hyperframe<7,>=6.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (6.0.1)
Requirement already satisfied: hpack<5,>=4.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (4.0.0)
test-gpu run-test: commands[3] | python -m pip install --upgrade git+https://github.com/NVIDIA-Merlin/core.git
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Collecting git+https://github.com/NVIDIA-Merlin/core.git
  Cloning https://github.com/NVIDIA-Merlin/core.git to /tmp/pip-req-build-_31i9vbc
  Running command git clone --filter=blob:none --quiet https://github.com/NVIDIA-Merlin/core.git /tmp/pip-req-build-_31i9vbc
  Resolved https://github.com/NVIDIA-Merlin/core.git to commit 5926fcfc0776c112680cbca28553c15211c2fda7
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): finished with status 'done'
Requirement already satisfied: betterproto<2.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core==0.6.0+1.g5926fcf) (1.2.5)
Requirement already satisfied: pyarrow>=5.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core==0.6.0+1.g5926fcf) (7.0.0)
Requirement already satisfied: fsspec==2022.5.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core==0.6.0+1.g5926fcf) (2022.5.0)
Requirement already satisfied: numba>=0.54 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core==0.6.0+1.g5926fcf) (0.55.1)
Requirement already satisfied: packaging in /usr/local/lib/python3.8/dist-packages (from merlin-core==0.6.0+1.g5926fcf) (21.3)
Requirement already satisfied: tqdm>=4.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core==0.6.0+1.g5926fcf) (4.64.1)
Requirement already satisfied: distributed>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core==0.6.0+1.g5926fcf) (2022.3.0)
Requirement already satisfied: dask>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core==0.6.0+1.g5926fcf) (2022.3.0)
Requirement already satisfied: protobuf>=3.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core==0.6.0+1.g5926fcf) (3.19.5)
Requirement already satisfied: tensorflow-metadata>=1.2.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core==0.6.0+1.g5926fcf) (1.10.0)
Requirement already satisfied: pandas<1.4.0dev0,>=1.2.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core==0.6.0+1.g5926fcf) (1.3.5)
Requirement already satisfied: grpclib in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core==0.6.0+1.g5926fcf) (0.4.3)
Requirement already satisfied: stringcase in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core==0.6.0+1.g5926fcf) (1.2.0)
Requirement already satisfied: partd>=0.3.10 in /var/jenkins_home/.local/lib/python3.8/site-packages/partd-1.2.0-py3.8.egg (from dask>=2022.3.0->merlin-core==0.6.0+1.g5926fcf) (1.2.0)
Requirement already satisfied: cloudpickle>=1.1.1 in /usr/local/lib/python3.8/dist-packages (from dask>=2022.3.0->merlin-core==0.6.0+1.g5926fcf) (2.2.0)
Requirement already satisfied: pyyaml>=5.3.1 in /var/jenkins_home/.local/lib/python3.8/site-packages/PyYAML-5.4.1-py3.8-linux-x86_64.egg (from dask>=2022.3.0->merlin-core==0.6.0+1.g5926fcf) (5.4.1)
Requirement already satisfied: toolz>=0.8.2 in /usr/local/lib/python3.8/dist-packages (from dask>=2022.3.0->merlin-core==0.6.0+1.g5926fcf) (0.12.0)
Requirement already satisfied: msgpack>=0.6.0 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core==0.6.0+1.g5926fcf) (1.0.4)
Requirement already satisfied: click>=6.6 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core==0.6.0+1.g5926fcf) (8.1.3)
Requirement already satisfied: tblib>=1.6.0 in /var/jenkins_home/.local/lib/python3.8/site-packages/tblib-1.7.0-py3.8.egg (from distributed>=2022.3.0->merlin-core==0.6.0+1.g5926fcf) (1.7.0)
Requirement already satisfied: sortedcontainers!=2.0.0,!=2.0.1 in /var/jenkins_home/.local/lib/python3.8/site-packages/sortedcontainers-2.4.0-py3.8.egg (from distributed>=2022.3.0->merlin-core==0.6.0+1.g5926fcf) (2.4.0)
Requirement already satisfied: psutil>=5.0 in /var/jenkins_home/.local/lib/python3.8/site-packages/psutil-5.8.0-py3.8-linux-x86_64.egg (from distributed>=2022.3.0->merlin-core==0.6.0+1.g5926fcf) (5.8.0)
Requirement already satisfied: zict>=0.1.3 in /var/jenkins_home/.local/lib/python3.8/site-packages/zict-2.0.0-py3.8.egg (from distributed>=2022.3.0->merlin-core==0.6.0+1.g5926fcf) (2.0.0)
Requirement already satisfied: tornado>=6.0.3 in /var/jenkins_home/.local/lib/python3.8/site-packages/tornado-6.1-py3.8-linux-x86_64.egg (from distributed>=2022.3.0->merlin-core==0.6.0+1.g5926fcf) (6.1)
Requirement already satisfied: jinja2 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core==0.6.0+1.g5926fcf) (3.1.2)
Requirement already satisfied: numpy<1.22,>=1.18 in /var/jenkins_home/.local/lib/python3.8/site-packages (from numba>=0.54->merlin-core==0.6.0+1.g5926fcf) (1.20.3)
Requirement already satisfied: llvmlite<0.39,>=0.38.0rc1 in ./.tox/test-gpu/lib/python3.8/site-packages (from numba>=0.54->merlin-core==0.6.0+1.g5926fcf) (0.38.1)
Requirement already satisfied: setuptools in ./.tox/test-gpu/lib/python3.8/site-packages (from numba>=0.54->merlin-core==0.6.0+1.g5926fcf) (65.3.0)
Requirement already satisfied: pyparsing!=3.0.5,>=2.0.2 in /usr/local/lib/python3.8/dist-packages (from packaging->merlin-core==0.6.0+1.g5926fcf) (3.0.9)
Requirement already satisfied: pytz>=2017.3 in /usr/local/lib/python3.8/dist-packages (from pandas<1.4.0dev0,>=1.2.0->merlin-core==0.6.0+1.g5926fcf) (2022.2.1)
Requirement already satisfied: python-dateutil>=2.7.3 in /usr/local/lib/python3.8/dist-packages (from pandas<1.4.0dev0,>=1.2.0->merlin-core==0.6.0+1.g5926fcf) (2.8.2)
Requirement already satisfied: googleapis-common-protos<2,>=1.52.0 in /usr/local/lib/python3.8/dist-packages (from tensorflow-metadata>=1.2.0->merlin-core==0.6.0+1.g5926fcf) (1.52.0)
Requirement already satisfied: absl-py<2.0.0,>=0.9 in /usr/local/lib/python3.8/dist-packages (from tensorflow-metadata>=1.2.0->merlin-core==0.6.0+1.g5926fcf) (1.2.0)
Requirement already satisfied: locket in /var/jenkins_home/.local/lib/python3.8/site-packages/locket-0.2.1-py3.8.egg (from partd>=0.3.10->dask>=2022.3.0->merlin-core==0.6.0+1.g5926fcf) (0.2.1)
Requirement already satisfied: six>=1.5 in /var/jenkins_home/.local/lib/python3.8/site-packages (from python-dateutil>=2.7.3->pandas<1.4.0dev0,>=1.2.0->merlin-core==0.6.0+1.g5926fcf) (1.15.0)
Requirement already satisfied: heapdict in /var/jenkins_home/.local/lib/python3.8/site-packages/HeapDict-1.0.1-py3.8.egg (from zict>=0.1.3->distributed>=2022.3.0->merlin-core==0.6.0+1.g5926fcf) (1.0.1)
Requirement already satisfied: multidict in /usr/local/lib/python3.8/dist-packages (from grpclib->betterproto<2.0.0->merlin-core==0.6.0+1.g5926fcf) (6.0.2)
Requirement already satisfied: h2<5,>=3.1.0 in /usr/local/lib/python3.8/dist-packages (from grpclib->betterproto<2.0.0->merlin-core==0.6.0+1.g5926fcf) (4.1.0)
Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.8/dist-packages (from jinja2->distributed>=2022.3.0->merlin-core==0.6.0+1.g5926fcf) (2.1.1)
Requirement already satisfied: hyperframe<7,>=6.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core==0.6.0+1.g5926fcf) (6.0.1)
Requirement already satisfied: hpack<5,>=4.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core==0.6.0+1.g5926fcf) (4.0.0)
test-gpu run-test: commands[4] | python -m pytest --cov-report term --cov merlin -rxs tests/unit
============================= test session starts ==============================
platform linux -- Python 3.8.10, pytest-7.1.3, pluggy-1.0.0
cachedir: .tox/test-gpu/.pytest_cache
rootdir: /var/jenkins_home/workspace/merlin_merlin/merlin
plugins: anyio-3.5.0, xdist-2.5.0, forked-1.4.0, cov-3.0.0
collected 3 items
tests/unit/test_version.py .                                             [ 33%]

tests/unit/examples/test_building_deploying_multi_stage_RecSys.py s      [ 66%]

tests/unit/examples/test_scaling_criteo_merlin_models.py .               [100%]
---------- coverage: platform linux, python 3.8.10-final-0 -----------

Name                                                                                                  Stmts   Miss  Cover
.tox/test-gpu/lib/python3.8/site-packages/merlin/core/init.py                                         2      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/core/_version.py                                         4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/core/compat.py                                           9      4    56%

.tox/test-gpu/lib/python3.8/site-packages/merlin/core/dispatch.py                                       346    239    31%

.tox/test-gpu/lib/python3.8/site-packages/merlin/core/utils.py                                          195    119    39%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/init.py                                          4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/base_operator.py                                   115     21    82%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/executors.py                                       111     92    17%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/graph.py                                            99     35    65%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/node.py                                            342    166    51%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/ops/init.py                                      4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/ops/concat_columns.py                               18      6    67%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/ops/selection.py                                    20      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/ops/subset_columns.py                               12      4    67%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/ops/subtraction.py                                  21     11    48%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/selector.py                                         88     36    59%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/init.py                                           4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/csv.py                                               57     38    33%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/dask.py                                             181    153    15%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/dataframe_engine.py                                  61     47    23%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/dataframe_iter.py                                    21      4    81%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/dataset.py                                          346    238    31%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/dataset_engine.py                                    37     13    65%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/fsspec_utils.py                                     127    108    15%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/hugectr.py                                           45     35    22%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/parquet.py                                          603    387    36%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/shuffle.py                                           38     20    47%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/worker.py                                            80     66    18%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/writer.py                                           190    152    20%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/writer_factory.py                                    18     13    28%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/init.py                                       2      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/_version.py                                       4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/config/init.py                                0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/config/schema.py                                 62     19    69%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/loader/init.py                                0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/loader/backend.py                               379    117    69%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/loader/dataframe_iter.py                         21     17    19%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/loader/tf_utils.py                               57     27    53%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/loader/utils.py                                  40     15    62%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/init.py                                   64      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/init.py                             0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/cross.py                               44     28    36%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/dlrm.py                                49     11    78%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/experts.py                             99     75    24%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/interaction.py                         93     48    48%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/mlp.py                                114     56    51%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/optimizer.py                          173    127    27%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/retrieval/init.py                   0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/retrieval/base.py                     168    125    26%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/retrieval/matrix_factorization.py      35     19    46%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/retrieval/two_tower.py                 30     18    40%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/sampling/init.py                    0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/sampling/base.py                       29     11    62%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/sampling/cross_batch.py                46     31    33%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/sampling/in_batch.py                   35     20    43%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/sampling/queue.py                     115     99    14%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/init.py                               0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/aggregation.py                          245    109    56%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/base.py                                 239    115    52%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/combinators.py                          393    130    67%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/encoder.py                               73     47    36%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/index.py                                104     68    35%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/prediction.py                            25      2    92%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/tabular.py                              271     71    74%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/dataset.py                                   213    108    49%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/inputs/init.py                             0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/inputs/base.py                                56     44    21%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/inputs/continuous.py                          33      3    91%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/inputs/embedding.py                          432    237    45%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/losses/init.py                             4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/losses/base.py                                 9      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/losses/listwise.py                            13      2    85%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/losses/pairwise.py                           113     55    51%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/metrics/init.py                            2      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/metrics/topk.py                              184     83    55%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/init.py                             0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/base.py                               543    247    55%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/benchmark.py                           16      6    62%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/ranking.py                             71     44    38%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/retrieval.py                           32     15    53%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/utils.py                               10      2    80%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/init.py                            0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/base.py                              123     90    27%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/classification.py                     82     48    41%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/contrastive.py                       135     99    27%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/regression.py                          9      2    78%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/sampling/init.py                   0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/sampling/base.py                      78     41    47%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/sampling/in_batch.py                  37     22    41%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/sampling/popularity.py                27     17    37%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/init.py                   0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/base.py                     199    107    46%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/classification.py            68     23    66%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/multi.py                      7      1    86%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/next_item.py                 59     33    44%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/regression.py                35     19    46%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/retrieval.py                 73     48    34%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/init.py                         0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/bias.py                            74     49    34%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/features.py                       239    187    22%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/noise.py                           43     28    35%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/regularization.py                  17      6    65%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/tensor.py                          91     47    48%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/typing.py                                      7      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/utils/init.py                              0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/utils/batch_utils.py                          81     56    31%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/utils/repr_utils.py                           69     48    30%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/utils/search_utils.py                         34     22    35%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/utils/tf_utils.py                            186    118    37%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/init.py                                 0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/constants.py                                3      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/dataset.py                                 33     24    27%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/doc_utils.py                               10      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/misc_utils.py                             118     90    24%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/registry.py                               101     31    69%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/schema_utils.py                            90     62    31%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/init.py                                       2      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/io/init.py                                    0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/io/proto_utils.py                                20      6    70%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/io/schema_bp.py                                 306      7    98%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/io/tensorflow_metadata.py                       191     43    77%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/schema.py                                       205     54    74%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/tags.py                                          82      8    90%

/usr/local/lib/python3.8/dist-packages/merlin/systems/init.py                                         6      0   100%

/usr/local/lib/python3.8/dist-packages/merlin/systems/_version.py                                         4      0   100%

/usr/local/lib/python3.8/dist-packages/merlin/systems/dag/init.py                                     3      0   100%

/usr/local/lib/python3.8/dist-packages/merlin/systems/dag/ensemble.py                                    78      7    91%

/usr/local/lib/python3.8/dist-packages/merlin/systems/dag/node.py                                        20      1    95%

/usr/local/lib/python3.8/dist-packages/merlin/systems/dag/op_runner.py                                   21     15    29%

/usr/local/lib/python3.8/dist-packages/merlin/systems/dag/ops/init.py                                 9      4    56%

/usr/local/lib/python3.8/dist-packages/merlin/systems/dag/ops/operator.py                                83     37    55%

/usr/local/lib/python3.8/dist-packages/merlin/systems/dag/ops/tensorflow.py                              81     19    77%

/usr/local/lib/python3.8/dist-packages/merlin/systems/dag/ops/workflow.py                                25      0   100%

/usr/local/lib/python3.8/dist-packages/merlin/systems/model_registry.py                                  16      8    50%

/usr/local/lib/python3.8/dist-packages/merlin/systems/triton/init.py                                 47     12    74%

/usr/local/lib/python3.8/dist-packages/merlin/systems/triton/conversions.py                              87     51    41%

/usr/local/lib/python3.8/dist-packages/merlin/systems/triton/export.py                                  266    210    21%

/usr/local/lib/python3.8/dist-packages/merlin/systems/triton/utils.py                                    72     14    81%

/usr/local/lib/python3.8/dist-packages/merlin/systems/workflow/init.py                               22     20     9%

/usr/local/lib/python3.8/dist-packages/merlin/systems/workflow/base.py                                  113     14    88%

/usr/local/lib/python3.8/dist-packages/merlin/systems/workflow/hugectr.py                                37     29    22%

/usr/local/lib/python3.8/dist-packages/merlin/systems/workflow/pytorch.py                                10      6    40%

/usr/local/lib/python3.8/dist-packages/merlin/systems/workflow/tensorflow.py                             32     13    59%
TOTAL                                                                                                 11904   6154    48%
=========================== short test summary info ============================

SKIPPED [1] tests/unit/examples/test_building_deploying_multi_stage_RecSys.py:16: 'NoneType' returning from faiss operator because of randomly generated data.

=================== 2 passed, 1 skipped in 111.10s (0:01:51) ===================

/usr/local/lib/python3.8/dist-packages/coverage/inorout.py:519: CoverageWarning: Module merlin was never imported. (module-not-imported)

self.warn(f"Module {pkg} was never imported.", slug="module-not-imported")

/usr/local/lib/python3.8/dist-packages/coverage/control.py:794: CoverageWarning: No data was collected. (no-data-collected)

self._warn("No data was collected.", slug="no-data-collected")

/usr/local/lib/python3.8/dist-packages/coverage/data.py:130: CoverageWarning: Data file '/var/jenkins_home/workspace/merlin_merlin/merlin/.coverage.10.20.17.231.22448.107388' doesn't seem to be a coverage data file: cannot unpack non-iterable NoneType object

data._warn(str(exc))

___________________________________ summary ____________________________________

test-gpu: commands succeeded

congratulations :)

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/Merlin/issues/$ghprbPullId/comments" "/var/jenkins_home/jobs/$JOB_NAME/builds/$BUILD_NUMBER/log"

[merlin_merlin] $ /bin/bash /tmp/jenkins5829753060137122936.sh

[nvidia-merlin-bot]

Click to view CI Results

GitHub pull request #626 of commit 5aca94f6c60412ad34d78081cc703ee538dd646b, no merge conflicts.
Running as SYSTEM
Setting status of 5aca94f6c60412ad34d78081cc703ee538dd646b to PENDING with url https://10.20.13.93:8080/job/merlin_merlin/464/console and message: 'Pending'
Using context: Jenkins
Building on master in workspace /var/jenkins_home/workspace/merlin_merlin
using credential systems-login
 > git rev-parse --is-inside-work-tree # timeout=10
Fetching changes from the remote Git repository
 > git config remote.origin.url https://github.com/NVIDIA-Merlin/Merlin # timeout=10
Fetching upstream changes from https://github.com/NVIDIA-Merlin/Merlin
 > git --version # timeout=10
using GIT_ASKPASS to set credentials login for merlin-systems
 > git fetch --tags --force --progress -- https://github.com/NVIDIA-Merlin/Merlin +refs/pull/626/*:refs/remotes/origin/pr/626/* # timeout=10
 > git rev-parse 5aca94f6c60412ad34d78081cc703ee538dd646b^{commit} # timeout=10
Checking out Revision 5aca94f6c60412ad34d78081cc703ee538dd646b (detached)
 > git config core.sparsecheckout # timeout=10
 > git checkout -f 5aca94f6c60412ad34d78081cc703ee538dd646b # timeout=10
Commit message: "Update message for models import"
 > git rev-list --no-walk 3cc149327c4efb4fd6c7ceaa8ac52a71c674de57 # timeout=10
[merlin_merlin] $ /bin/bash /tmp/jenkins17937775213235071801.sh
GLOB sdist-make: /var/jenkins_home/workspace/merlin_merlin/merlin/setup.py
test-gpu inst-nodeps: /var/jenkins_home/workspace/merlin_merlin/merlin/.tox/.tmp/package/1/merlin-0.0.1.zip
WARNING: Discarding $PYTHONPATH from environment, to override specify PYTHONPATH in 'passenv' in your configuration.
test-gpu installed: absl-py==1.2.0,aiohttp==3.8.1,aiosignal==1.2.0,alabaster==0.7.12,anyio==3.6.1,argon2-cffi==21.3.0,argon2-cffi-bindings==21.2.0,astroid==2.5.6,asttokens==2.0.8,astunparse==1.6.3,asv==0.5.1,asvdb==0.4.2,async-timeout==4.0.2,attrs==22.1.0,awscli==1.25.77,Babel==2.10.3,backcall==0.2.0,beautifulsoup4==4.11.1,betterproto==1.2.5,black==22.6.0,bleach==5.0.1,boto3==1.24.75,botocore==1.27.76,Brotli==1.0.9,cachetools==5.2.0,certifi==2019.11.28,cffi==1.15.1,chardet==3.0.4,charset-normalizer==2.1.1,clang==5.0,click==8.1.3,cloudpickle==2.2.0,cmake==3.24.1.1,colorama==0.4.4,contourpy==1.0.5,coverage==6.4.4,cuda-python==11.7.1,cupy-cuda117==10.6.0,cycler==0.11.0,Cython==0.29.32,dask==2022.1.1,dbus-python==1.2.16,debugpy==1.6.3,decorator==5.1.1,defusedxml==0.7.1,dill==0.3.5.1,distlib==0.3.6,distributed==2022.5.1,distro==1.7.0,dm-tree==0.1.6,docker-pycreds==0.4.0,docutils==0.16,emoji==1.7.0,entrypoints==0.4,execnet==1.9.0,executing==1.0.0,faiss==1.7.2,faiss-gpu==1.7.2,fastai==2.7.9,fastapi==0.85.0,fastavro==1.6.1,fastcore==1.5.27,fastdownload==0.0.7,fastjsonschema==2.16.1,fastprogress==1.0.3,fastrlock==0.8,feast==0.19.4,fiddle==0.2.2,filelock==3.8.0,flatbuffers==1.12,fonttools==4.37.2,frozenlist==1.3.1,fsspec==2022.5.0,gast==0.4.0,gevent==21.12.0,geventhttpclient==2.0.2,gitdb==4.0.9,GitPython==3.1.27,google==3.0.0,google-api-core==2.10.1,google-auth==2.11.1,google-auth-oauthlib==0.4.6,google-pasta==0.2.0,googleapis-common-protos==1.52.0,graphviz==0.20.1,greenlet==1.1.3,grpcio==1.41.0,grpcio-channelz==1.49.0,grpcio-reflection==1.48.1,grpclib==0.4.3,h11==0.13.0,h2==4.1.0,h5py==3.7.0,HeapDict==1.0.1,hpack==4.0.0,httptools==0.5.0,hugectr2onnx==0.0.0,huggingface-hub==0.9.1,hyperframe==6.0.1,idna==2.8,imagesize==1.4.1,implicit==0.6.1,importlib-metadata==4.12.0,importlib-resources==5.9.0,iniconfig==1.1.1,ipykernel==6.15.3,ipython==8.5.0,ipython-genutils==0.2.0,ipywidgets==7.7.0,jedi==0.18.1,Jinja2==3.1.2,jmespath==1.0.1,joblib==1.2.0,json5==0.9.10,jsonschema==4.16.0,jupyter-cache==0.4.3,jupyter-core==4.11.1,jupyter-server==1.18.1,jupyter-server-mathjax==0.2.5,jupyter-sphinx==0.3.2,jupyter_client==7.3.5,jupyterlab==3.4.7,jupyterlab-pygments==0.2.2,jupyterlab-widgets==1.1.0,jupyterlab_server==2.15.1,keras==2.9.0,Keras-Preprocessing==1.1.2,kiwisolver==1.4.4,lazy-object-proxy==1.7.1,libclang==14.0.6,libcst==0.4.7,lightfm==1.16,lightgbm==3.3.2,linkify-it-py==1.0.3,llvmlite==0.39.1,locket==1.0.0,lxml==4.9.1,Markdown==3.4.1,markdown-it-py==1.1.0,MarkupSafe==2.1.1,matplotlib==3.6.0,matplotlib-inline==0.1.6,mdit-py-plugins==0.2.8,merlin==0.0.1,merlin-core==0.6.0+1.g5926fcf,merlin-models==0.7.0+6.ga00b40ba3,merlin-systems==0.5.0+4.g15074ad,mistune==2.0.4,mmh3==3.0.0,mpi4py==3.1.3,msgpack==1.0.4,multidict==6.0.2,mypy-extensions==0.4.3,myst-nb==0.13.2,myst-parser==0.15.2,natsort==8.1.0,nbclassic==0.4.3,nbclient==0.6.8,nbconvert==7.0.0,nbdime==3.1.1,nbformat==5.5.0,nest-asyncio==1.5.5,ninja==1.10.2.3,notebook==6.4.12,notebook-shim==0.1.0,numba==0.56.2,numpy==1.22.4,nvidia-pyindex==1.0.9,# Editable install with no version control (nvtabular==1.4.0+8.g95e12d347),-e /usr/local/lib/python3.8/dist-packages,nvtx==0.2.5,oauthlib==3.2.1,oldest-supported-numpy==2022.8.16,onnx==1.12.0,onnxruntime==1.11.1,opt-einsum==3.3.0,packaging==21.3,pandas==1.3.5,pandavro==1.5.2,pandocfilters==1.5.0,parso==0.8.3,partd==1.3.0,pathtools==0.1.2,pexpect==4.8.0,pickleshare==0.7.5,Pillow==9.2.0,pkgutil_resolve_name==1.3.10,platformdirs==2.5.2,pluggy==1.0.0,prometheus-client==0.14.1,promise==2.3,prompt-toolkit==3.0.31,proto-plus==1.19.6,protobuf==3.19.5,psutil==5.9.2,ptyprocess==0.7.0,pure-eval==0.2.2,py==1.11.0,pyarrow==7.0.0,pyasn1==0.4.8,pyasn1-modules==0.2.8,pybind11==2.10.0,pycparser==2.21,pydantic==1.10.2,pydot==1.4.2,Pygments==2.13.0,PyGObject==3.36.0,pynvml==11.4.1,pyparsing==3.0.9,pyrsistent==0.18.1,pytest==7.1.3,pytest-cov==3.0.0,pytest-forked==1.4.0,pytest-xdist==2.5.0,python-apt==2.0.0+ubuntu0.20.4.8,python-dateutil==2.8.2,python-dotenv==0.21.0,python-rapidjson==1.8,pytz==2022.2.1,PyYAML==5.4.1,pyzmq==24.0.0,regex==2022.9.13,requests==2.22.0,requests-oauthlib==1.3.1,requests-unixsocket==0.2.0,rsa==4.7.2,s3fs==2022.2.0,s3transfer==0.6.0,sacremoses==0.0.53,scikit-build==0.15.0,scikit-learn==1.1.2,scipy==1.9.1,seedir==0.3.0,Send2Trash==1.8.0,sentry-sdk==1.9.8,setproctitle==1.3.2,setuptools-scm==7.0.5,shortuuid==1.0.9,six==1.15.0,sklearn==0.0,smmap==5.0.0,sniffio==1.3.0,snowballstemmer==2.2.0,sortedcontainers==2.4.0,soupsieve==2.3.2.post1,Sphinx==5.1.1,sphinx-multiversion==0.2.4,sphinx-togglebutton==0.3.1,sphinx_external_toc==0.3.0,sphinxcontrib-applehelp==1.0.2,sphinxcontrib-copydirs @ git+https://github.com/mikemckiernan/sphinxcontrib-copydirs.git@bd8c5d79b3f91cf5f1bb0d6995aeca3fe84b670e,sphinxcontrib-devhelp==1.0.2,sphinxcontrib-htmlhelp==2.0.0,sphinxcontrib-jsmath==1.0.1,sphinxcontrib-qthelp==1.0.3,sphinxcontrib-serializinghtml==1.1.5,SQLAlchemy==1.4.36,stack-data==0.5.0,starlette==0.20.4,stringcase==1.2.0,supervisor==4.1.0,tabulate==0.8.10,tblib==1.7.0,tdqm==0.0.1,tenacity==8.0.1,tensorboard==2.9.1,tensorboard-data-server==0.6.1,tensorboard-plugin-wit==1.8.1,tensorflow==2.6.2,tensorflow-estimator==2.9.0,tensorflow-gpu==2.9.2,tensorflow-io-gcs-filesystem==0.27.0,tensorflow-metadata==1.10.0,termcolor==2.0.1,terminado==0.15.0,testbook==0.4.2,threadpoolctl==3.1.0,tinycss2==1.1.1,tokenizers==0.10.3,toml==0.10.2,tomli==2.0.1,toolz==0.12.0,torch==1.12.1+cu113,torchmetrics==0.3.2,tornado==6.2,tox==3.26.0,tqdm==4.64.1,traitlets==5.4.0,transformers==4.12.0,transformers4rec==0.1.12+2.gbcc939255,treelite==2.3.0,treelite-runtime==2.3.0,tritonclient==2.25.0,typing-inspect==0.8.0,typing_extensions==4.3.0,uc-micro-py==1.0.1,urllib3==1.26.12,uvicorn==0.18.3,uvloop==0.17.0,versioneer==0.20,virtualenv==20.16.5,wandb==0.13.3,watchfiles==0.17.0,wcwidth==0.2.5,webencodings==0.5.1,websocket-client==1.4.1,websockets==10.3,Werkzeug==2.2.2,widgetsnbextension==3.6.0,wrapt==1.12.1,xgboost==1.6.2,yarl==1.8.1,zict==2.2.0,zipp==3.8.1,zope.event==4.5.0,zope.interface==5.4.0
test-gpu run-test-pre: PYTHONHASHSEED='3661812061'
test-gpu run-test: commands[0] | python -m pip install --upgrade git+https://github.com/NVIDIA-Merlin/systems.git
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Collecting git+https://github.com/NVIDIA-Merlin/systems.git
  Cloning https://github.com/NVIDIA-Merlin/systems.git to /tmp/pip-req-build-k_2pb6ab
  Running command git clone --filter=blob:none --quiet https://github.com/NVIDIA-Merlin/systems.git /tmp/pip-req-build-k_2pb6ab
  Resolved https://github.com/NVIDIA-Merlin/systems.git to commit 15074adf11bcc9bb9da375ec40ab4e431f1c93e9
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): finished with status 'done'
Requirement already satisfied: merlin-core>=0.2.0 in ./.tox/test-gpu/lib/python3.8/site-packages (from merlin-systems==0.5.0+4.g15074ad) (0.6.0+1.g5926fcf)
Requirement already satisfied: nvtabular>=1.0.0 in ./.tox/test-gpu/lib/python3.8/site-packages (from merlin-systems==0.5.0+4.g15074ad) (1.4.0+8.g95e12d34)
Requirement already satisfied: pandas<1.4.0dev0,>=1.2.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.3.5)
Requirement already satisfied: dask>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2022.3.0)
Requirement already satisfied: betterproto<2.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.2.5)
Requirement already satisfied: protobuf>=3.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (3.19.5)
Requirement already satisfied: tqdm>=4.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (4.64.1)
Requirement already satisfied: pyarrow>=5.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (7.0.0)
Requirement already satisfied: distributed>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2022.3.0)
Requirement already satisfied: tensorflow-metadata>=1.2.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.10.0)
Requirement already satisfied: fsspec==2022.5.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2022.5.0)
Requirement already satisfied: packaging in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (21.3)
Requirement already satisfied: numba>=0.54 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (0.55.1)
Requirement already satisfied: scipy in /usr/local/lib/python3.8/dist-packages (from nvtabular>=1.0.0->merlin-systems==0.5.0+4.g15074ad) (1.9.1)
Requirement already satisfied: stringcase in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.2.0)
Requirement already satisfied: grpclib in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (0.4.3)
Requirement already satisfied: pyyaml>=5.3.1 in /var/jenkins_home/.local/lib/python3.8/site-packages/PyYAML-5.4.1-py3.8-linux-x86_64.egg (from dask>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (5.4.1)
Requirement already satisfied: toolz>=0.8.2 in /usr/local/lib/python3.8/dist-packages (from dask>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (0.12.0)
Requirement already satisfied: cloudpickle>=1.1.1 in /usr/local/lib/python3.8/dist-packages (from dask>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2.2.0)
Requirement already satisfied: partd>=0.3.10 in /var/jenkins_home/.local/lib/python3.8/site-packages/partd-1.2.0-py3.8.egg (from dask>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.2.0)
Requirement already satisfied: sortedcontainers!=2.0.0,!=2.0.1 in /var/jenkins_home/.local/lib/python3.8/site-packages/sortedcontainers-2.4.0-py3.8.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2.4.0)
Requirement already satisfied: jinja2 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (3.1.2)
Requirement already satisfied: tblib>=1.6.0 in /var/jenkins_home/.local/lib/python3.8/site-packages/tblib-1.7.0-py3.8.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.7.0)
Requirement already satisfied: tornado>=6.0.3 in /var/jenkins_home/.local/lib/python3.8/site-packages/tornado-6.1-py3.8-linux-x86_64.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (6.1)
Requirement already satisfied: psutil>=5.0 in /var/jenkins_home/.local/lib/python3.8/site-packages/psutil-5.8.0-py3.8-linux-x86_64.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (5.8.0)
Requirement already satisfied: click>=6.6 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (8.1.3)
Requirement already satisfied: msgpack>=0.6.0 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.0.4)
Requirement already satisfied: zict>=0.1.3 in /var/jenkins_home/.local/lib/python3.8/site-packages/zict-2.0.0-py3.8.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2.0.0)
Requirement already satisfied: llvmlite<0.39,>=0.38.0rc1 in ./.tox/test-gpu/lib/python3.8/site-packages (from numba>=0.54->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (0.38.1)
Requirement already satisfied: numpy<1.22,>=1.18 in /var/jenkins_home/.local/lib/python3.8/site-packages (from numba>=0.54->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.20.3)
Requirement already satisfied: setuptools in ./.tox/test-gpu/lib/python3.8/site-packages (from numba>=0.54->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (65.3.0)
Requirement already satisfied: pyparsing!=3.0.5,>=2.0.2 in /usr/local/lib/python3.8/dist-packages (from packaging->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (3.0.9)
Requirement already satisfied: python-dateutil>=2.7.3 in /usr/local/lib/python3.8/dist-packages (from pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2.8.2)
Requirement already satisfied: pytz>=2017.3 in /usr/local/lib/python3.8/dist-packages (from pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (2022.2.1)
Requirement already satisfied: absl-py<2.0.0,>=0.9 in /usr/local/lib/python3.8/dist-packages (from tensorflow-metadata>=1.2.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.2.0)
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Requirement already satisfied: locket in /var/jenkins_home/.local/lib/python3.8/site-packages/locket-0.2.1-py3.8.egg (from partd>=0.3.10->dask>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (0.2.1)
Requirement already satisfied: six>=1.5 in /var/jenkins_home/.local/lib/python3.8/site-packages (from python-dateutil>=2.7.3->pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.15.0)
Requirement already satisfied: heapdict in /var/jenkins_home/.local/lib/python3.8/site-packages/HeapDict-1.0.1-py3.8.egg (from zict>=0.1.3->distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (1.0.1)
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Requirement already satisfied: multidict in /usr/local/lib/python3.8/dist-packages (from grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (6.0.2)
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Requirement already satisfied: hpack<5,>=4.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (4.0.0)
Requirement already satisfied: hyperframe<7,>=6.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-systems==0.5.0+4.g15074ad) (6.0.1)
test-gpu run-test: commands[1] | python -m pip install --upgrade git+https://github.com/NVIDIA-Merlin/models.git
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Collecting git+https://github.com/NVIDIA-Merlin/models.git
  Cloning https://github.com/NVIDIA-Merlin/models.git to /tmp/pip-req-build-sn0_h6sx
  Running command git clone --filter=blob:none --quiet https://github.com/NVIDIA-Merlin/models.git /tmp/pip-req-build-sn0_h6sx
  Resolved https://github.com/NVIDIA-Merlin/models.git to commit 4e7e4e592ea9b3cc255b94e81357627bc122d0f3
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): finished with status 'done'
Requirement already satisfied: merlin-core>=0.2.0 in ./.tox/test-gpu/lib/python3.8/site-packages (from merlin-models==0.7.0+8.g4e7e4e59) (0.6.0+1.g5926fcf)
Requirement already satisfied: pandas<1.4.0dev0,>=1.2.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+8.g4e7e4e59) (1.3.5)
Requirement already satisfied: dask>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+8.g4e7e4e59) (2022.3.0)
Requirement already satisfied: betterproto<2.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+8.g4e7e4e59) (1.2.5)
Requirement already satisfied: protobuf>=3.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+8.g4e7e4e59) (3.19.5)
Requirement already satisfied: tqdm>=4.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+8.g4e7e4e59) (4.64.1)
Requirement already satisfied: pyarrow>=5.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+8.g4e7e4e59) (7.0.0)
Requirement already satisfied: distributed>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+8.g4e7e4e59) (2022.3.0)
Requirement already satisfied: tensorflow-metadata>=1.2.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+8.g4e7e4e59) (1.10.0)
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Requirement already satisfied: packaging in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+8.g4e7e4e59) (21.3)
Requirement already satisfied: numba>=0.54 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-models==0.7.0+8.g4e7e4e59) (0.55.1)
Requirement already satisfied: stringcase in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core>=0.2.0->merlin-models==0.7.0+8.g4e7e4e59) (1.2.0)
Requirement already satisfied: grpclib in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core>=0.2.0->merlin-models==0.7.0+8.g4e7e4e59) (0.4.3)
Requirement already satisfied: pyyaml>=5.3.1 in /var/jenkins_home/.local/lib/python3.8/site-packages/PyYAML-5.4.1-py3.8-linux-x86_64.egg (from dask>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+8.g4e7e4e59) (5.4.1)
Requirement already satisfied: toolz>=0.8.2 in /usr/local/lib/python3.8/dist-packages (from dask>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+8.g4e7e4e59) (0.12.0)
Requirement already satisfied: cloudpickle>=1.1.1 in /usr/local/lib/python3.8/dist-packages (from dask>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+8.g4e7e4e59) (2.2.0)
Requirement already satisfied: partd>=0.3.10 in /var/jenkins_home/.local/lib/python3.8/site-packages/partd-1.2.0-py3.8.egg (from dask>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+8.g4e7e4e59) (1.2.0)
Requirement already satisfied: sortedcontainers!=2.0.0,!=2.0.1 in /var/jenkins_home/.local/lib/python3.8/site-packages/sortedcontainers-2.4.0-py3.8.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+8.g4e7e4e59) (2.4.0)
Requirement already satisfied: jinja2 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+8.g4e7e4e59) (3.1.2)
Requirement already satisfied: tblib>=1.6.0 in /var/jenkins_home/.local/lib/python3.8/site-packages/tblib-1.7.0-py3.8.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+8.g4e7e4e59) (1.7.0)
Requirement already satisfied: tornado>=6.0.3 in /var/jenkins_home/.local/lib/python3.8/site-packages/tornado-6.1-py3.8-linux-x86_64.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+8.g4e7e4e59) (6.1)
Requirement already satisfied: psutil>=5.0 in /var/jenkins_home/.local/lib/python3.8/site-packages/psutil-5.8.0-py3.8-linux-x86_64.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+8.g4e7e4e59) (5.8.0)
Requirement already satisfied: click>=6.6 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+8.g4e7e4e59) (8.1.3)
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Requirement already satisfied: zict>=0.1.3 in /var/jenkins_home/.local/lib/python3.8/site-packages/zict-2.0.0-py3.8.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+8.g4e7e4e59) (2.0.0)
Requirement already satisfied: llvmlite<0.39,>=0.38.0rc1 in ./.tox/test-gpu/lib/python3.8/site-packages (from numba>=0.54->merlin-core>=0.2.0->merlin-models==0.7.0+8.g4e7e4e59) (0.38.1)
Requirement already satisfied: numpy<1.22,>=1.18 in /var/jenkins_home/.local/lib/python3.8/site-packages (from numba>=0.54->merlin-core>=0.2.0->merlin-models==0.7.0+8.g4e7e4e59) (1.20.3)
Requirement already satisfied: setuptools in ./.tox/test-gpu/lib/python3.8/site-packages (from numba>=0.54->merlin-core>=0.2.0->merlin-models==0.7.0+8.g4e7e4e59) (65.3.0)
Requirement already satisfied: pyparsing!=3.0.5,>=2.0.2 in /usr/local/lib/python3.8/dist-packages (from packaging->merlin-core>=0.2.0->merlin-models==0.7.0+8.g4e7e4e59) (3.0.9)
Requirement already satisfied: python-dateutil>=2.7.3 in /usr/local/lib/python3.8/dist-packages (from pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->merlin-models==0.7.0+8.g4e7e4e59) (2.8.2)
Requirement already satisfied: pytz>=2017.3 in /usr/local/lib/python3.8/dist-packages (from pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->merlin-models==0.7.0+8.g4e7e4e59) (2022.2.1)
Requirement already satisfied: absl-py<2.0.0,>=0.9 in /usr/local/lib/python3.8/dist-packages (from tensorflow-metadata>=1.2.0->merlin-core>=0.2.0->merlin-models==0.7.0+8.g4e7e4e59) (1.2.0)
Requirement already satisfied: googleapis-common-protos<2,>=1.52.0 in /usr/local/lib/python3.8/dist-packages (from tensorflow-metadata>=1.2.0->merlin-core>=0.2.0->merlin-models==0.7.0+8.g4e7e4e59) (1.52.0)
Requirement already satisfied: locket in /var/jenkins_home/.local/lib/python3.8/site-packages/locket-0.2.1-py3.8.egg (from partd>=0.3.10->dask>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+8.g4e7e4e59) (0.2.1)
Requirement already satisfied: six>=1.5 in /var/jenkins_home/.local/lib/python3.8/site-packages (from python-dateutil>=2.7.3->pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->merlin-models==0.7.0+8.g4e7e4e59) (1.15.0)
Requirement already satisfied: heapdict in /var/jenkins_home/.local/lib/python3.8/site-packages/HeapDict-1.0.1-py3.8.egg (from zict>=0.1.3->distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+8.g4e7e4e59) (1.0.1)
Requirement already satisfied: h2<5,>=3.1.0 in /usr/local/lib/python3.8/dist-packages (from grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-models==0.7.0+8.g4e7e4e59) (4.1.0)
Requirement already satisfied: multidict in /usr/local/lib/python3.8/dist-packages (from grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-models==0.7.0+8.g4e7e4e59) (6.0.2)
Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.8/dist-packages (from jinja2->distributed>=2022.3.0->merlin-core>=0.2.0->merlin-models==0.7.0+8.g4e7e4e59) (2.1.1)
Requirement already satisfied: hpack<5,>=4.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-models==0.7.0+8.g4e7e4e59) (4.0.0)
Requirement already satisfied: hyperframe<7,>=6.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core>=0.2.0->merlin-models==0.7.0+8.g4e7e4e59) (6.0.1)
Building wheels for collected packages: merlin-models
  Building wheel for merlin-models (pyproject.toml): started
  Building wheel for merlin-models (pyproject.toml): finished with status 'done'
  Created wheel for merlin-models: filename=merlin_models-0.7.0+8.g4e7e4e59-py3-none-any.whl size=324646 sha256=3ec1c213248d1e447672e8fea0693329726e7a5f96f0f3768b180538755b43f3
  Stored in directory: /tmp/pip-ephem-wheel-cache-o5zajgv5/wheels/5a/43/99/d50fe2c33b4f4686db73207ce3865e0d6be6609ffb03abade5
Successfully built merlin-models
Installing collected packages: merlin-models
  Attempting uninstall: merlin-models
    Found existing installation: merlin-models 0.7.0+7.g5dd48d1a
    Uninstalling merlin-models-0.7.0+7.g5dd48d1a:
      Successfully uninstalled merlin-models-0.7.0+7.g5dd48d1a
Successfully installed merlin-models-0.7.0+8.g4e7e4e59
test-gpu run-test: commands[2] | python -m pip install --upgrade git+https://github.com/NVIDIA-Merlin/NVTabular.git
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Collecting git+https://github.com/NVIDIA-Merlin/NVTabular.git
  Cloning https://github.com/NVIDIA-Merlin/NVTabular.git to /tmp/pip-req-build-pisc0_xp
  Running command git clone --filter=blob:none --quiet https://github.com/NVIDIA-Merlin/NVTabular.git /tmp/pip-req-build-pisc0_xp
  Resolved https://github.com/NVIDIA-Merlin/NVTabular.git to commit 95e12d34728eb74c107780906635955144d8c90b
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): finished with status 'done'
Requirement already satisfied: merlin-core>=0.2.0 in ./.tox/test-gpu/lib/python3.8/site-packages (from nvtabular==1.4.0+8.g95e12d34) (0.6.0+1.g5926fcf)
Requirement already satisfied: scipy in /usr/local/lib/python3.8/dist-packages (from nvtabular==1.4.0+8.g95e12d34) (1.9.1)
Requirement already satisfied: pandas<1.4.0dev0,>=1.2.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.3.5)
Requirement already satisfied: dask>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (2022.3.0)
Requirement already satisfied: betterproto<2.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.2.5)
Requirement already satisfied: protobuf>=3.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (3.19.5)
Requirement already satisfied: tqdm>=4.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (4.64.1)
Requirement already satisfied: pyarrow>=5.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (7.0.0)
Requirement already satisfied: distributed>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (2022.3.0)
Requirement already satisfied: tensorflow-metadata>=1.2.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.10.0)
Requirement already satisfied: fsspec==2022.5.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (2022.5.0)
Requirement already satisfied: packaging in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (21.3)
Requirement already satisfied: numba>=0.54 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (0.55.1)
Requirement already satisfied: numpy<1.25.0,>=1.18.5 in /var/jenkins_home/.local/lib/python3.8/site-packages (from scipy->nvtabular==1.4.0+8.g95e12d34) (1.20.3)
Requirement already satisfied: stringcase in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.2.0)
Requirement already satisfied: grpclib in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (0.4.3)
Requirement already satisfied: pyyaml>=5.3.1 in /var/jenkins_home/.local/lib/python3.8/site-packages/PyYAML-5.4.1-py3.8-linux-x86_64.egg (from dask>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (5.4.1)
Requirement already satisfied: toolz>=0.8.2 in /usr/local/lib/python3.8/dist-packages (from dask>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (0.12.0)
Requirement already satisfied: cloudpickle>=1.1.1 in /usr/local/lib/python3.8/dist-packages (from dask>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (2.2.0)
Requirement already satisfied: partd>=0.3.10 in /var/jenkins_home/.local/lib/python3.8/site-packages/partd-1.2.0-py3.8.egg (from dask>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.2.0)
Requirement already satisfied: sortedcontainers!=2.0.0,!=2.0.1 in /var/jenkins_home/.local/lib/python3.8/site-packages/sortedcontainers-2.4.0-py3.8.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (2.4.0)
Requirement already satisfied: jinja2 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (3.1.2)
Requirement already satisfied: tblib>=1.6.0 in /var/jenkins_home/.local/lib/python3.8/site-packages/tblib-1.7.0-py3.8.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.7.0)
Requirement already satisfied: tornado>=6.0.3 in /var/jenkins_home/.local/lib/python3.8/site-packages/tornado-6.1-py3.8-linux-x86_64.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (6.1)
Requirement already satisfied: psutil>=5.0 in /var/jenkins_home/.local/lib/python3.8/site-packages/psutil-5.8.0-py3.8-linux-x86_64.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (5.8.0)
Requirement already satisfied: click>=6.6 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (8.1.3)
Requirement already satisfied: msgpack>=0.6.0 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.0.4)
Requirement already satisfied: zict>=0.1.3 in /var/jenkins_home/.local/lib/python3.8/site-packages/zict-2.0.0-py3.8.egg (from distributed>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (2.0.0)
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Requirement already satisfied: setuptools in ./.tox/test-gpu/lib/python3.8/site-packages (from numba>=0.54->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (65.3.0)
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Requirement already satisfied: python-dateutil>=2.7.3 in /usr/local/lib/python3.8/dist-packages (from pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (2.8.2)
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Requirement already satisfied: googleapis-common-protos<2,>=1.52.0 in /usr/local/lib/python3.8/dist-packages (from tensorflow-metadata>=1.2.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.52.0)
Requirement already satisfied: locket in /var/jenkins_home/.local/lib/python3.8/site-packages/locket-0.2.1-py3.8.egg (from partd>=0.3.10->dask>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (0.2.1)
Requirement already satisfied: six>=1.5 in /var/jenkins_home/.local/lib/python3.8/site-packages (from python-dateutil>=2.7.3->pandas<1.4.0dev0,>=1.2.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.15.0)
Requirement already satisfied: heapdict in /var/jenkins_home/.local/lib/python3.8/site-packages/HeapDict-1.0.1-py3.8.egg (from zict>=0.1.3->distributed>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (1.0.1)
Requirement already satisfied: h2<5,>=3.1.0 in /usr/local/lib/python3.8/dist-packages (from grpclib->betterproto<2.0.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (4.1.0)
Requirement already satisfied: multidict in /usr/local/lib/python3.8/dist-packages (from grpclib->betterproto<2.0.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (6.0.2)
Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.8/dist-packages (from jinja2->distributed>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (2.1.1)
Requirement already satisfied: hpack<5,>=4.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (4.0.0)
Requirement already satisfied: hyperframe<7,>=6.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core>=0.2.0->nvtabular==1.4.0+8.g95e12d34) (6.0.1)
test-gpu run-test: commands[3] | python -m pip install --upgrade git+https://github.com/NVIDIA-Merlin/core.git
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Collecting git+https://github.com/NVIDIA-Merlin/core.git
  Cloning https://github.com/NVIDIA-Merlin/core.git to /tmp/pip-req-build-_swb4ho5
  Running command git clone --filter=blob:none --quiet https://github.com/NVIDIA-Merlin/core.git /tmp/pip-req-build-_swb4ho5
  Resolved https://github.com/NVIDIA-Merlin/core.git to commit 5926fcfc0776c112680cbca28553c15211c2fda7
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): finished with status 'done'
Requirement already satisfied: pandas<1.4.0dev0,>=1.2.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core==0.6.0+1.g5926fcf) (1.3.5)
Requirement already satisfied: dask>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core==0.6.0+1.g5926fcf) (2022.3.0)
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Requirement already satisfied: protobuf>=3.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core==0.6.0+1.g5926fcf) (3.19.5)
Requirement already satisfied: tqdm>=4.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core==0.6.0+1.g5926fcf) (4.64.1)
Requirement already satisfied: pyarrow>=5.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core==0.6.0+1.g5926fcf) (7.0.0)
Requirement already satisfied: distributed>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core==0.6.0+1.g5926fcf) (2022.3.0)
Requirement already satisfied: tensorflow-metadata>=1.2.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core==0.6.0+1.g5926fcf) (1.10.0)
Requirement already satisfied: fsspec==2022.5.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core==0.6.0+1.g5926fcf) (2022.5.0)
Requirement already satisfied: packaging in /usr/local/lib/python3.8/dist-packages (from merlin-core==0.6.0+1.g5926fcf) (21.3)
Requirement already satisfied: numba>=0.54 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core==0.6.0+1.g5926fcf) (0.55.1)
Requirement already satisfied: stringcase in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core==0.6.0+1.g5926fcf) (1.2.0)
Requirement already satisfied: grpclib in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core==0.6.0+1.g5926fcf) (0.4.3)
Requirement already satisfied: pyyaml>=5.3.1 in /var/jenkins_home/.local/lib/python3.8/site-packages/PyYAML-5.4.1-py3.8-linux-x86_64.egg (from dask>=2022.3.0->merlin-core==0.6.0+1.g5926fcf) (5.4.1)
Requirement already satisfied: toolz>=0.8.2 in /usr/local/lib/python3.8/dist-packages (from dask>=2022.3.0->merlin-core==0.6.0+1.g5926fcf) (0.12.0)
Requirement already satisfied: cloudpickle>=1.1.1 in /usr/local/lib/python3.8/dist-packages (from dask>=2022.3.0->merlin-core==0.6.0+1.g5926fcf) (2.2.0)
Requirement already satisfied: partd>=0.3.10 in /var/jenkins_home/.local/lib/python3.8/site-packages/partd-1.2.0-py3.8.egg (from dask>=2022.3.0->merlin-core==0.6.0+1.g5926fcf) (1.2.0)
Requirement already satisfied: sortedcontainers!=2.0.0,!=2.0.1 in /var/jenkins_home/.local/lib/python3.8/site-packages/sortedcontainers-2.4.0-py3.8.egg (from distributed>=2022.3.0->merlin-core==0.6.0+1.g5926fcf) (2.4.0)
Requirement already satisfied: jinja2 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core==0.6.0+1.g5926fcf) (3.1.2)
Requirement already satisfied: tblib>=1.6.0 in /var/jenkins_home/.local/lib/python3.8/site-packages/tblib-1.7.0-py3.8.egg (from distributed>=2022.3.0->merlin-core==0.6.0+1.g5926fcf) (1.7.0)
Requirement already satisfied: tornado>=6.0.3 in /var/jenkins_home/.local/lib/python3.8/site-packages/tornado-6.1-py3.8-linux-x86_64.egg (from distributed>=2022.3.0->merlin-core==0.6.0+1.g5926fcf) (6.1)
Requirement already satisfied: psutil>=5.0 in /var/jenkins_home/.local/lib/python3.8/site-packages/psutil-5.8.0-py3.8-linux-x86_64.egg (from distributed>=2022.3.0->merlin-core==0.6.0+1.g5926fcf) (5.8.0)
Requirement already satisfied: click>=6.6 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core==0.6.0+1.g5926fcf) (8.1.3)
Requirement already satisfied: msgpack>=0.6.0 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core==0.6.0+1.g5926fcf) (1.0.4)
Requirement already satisfied: zict>=0.1.3 in /var/jenkins_home/.local/lib/python3.8/site-packages/zict-2.0.0-py3.8.egg (from distributed>=2022.3.0->merlin-core==0.6.0+1.g5926fcf) (2.0.0)
Requirement already satisfied: llvmlite<0.39,>=0.38.0rc1 in ./.tox/test-gpu/lib/python3.8/site-packages (from numba>=0.54->merlin-core==0.6.0+1.g5926fcf) (0.38.1)
Requirement already satisfied: numpy<1.22,>=1.18 in /var/jenkins_home/.local/lib/python3.8/site-packages (from numba>=0.54->merlin-core==0.6.0+1.g5926fcf) (1.20.3)
Requirement already satisfied: setuptools in ./.tox/test-gpu/lib/python3.8/site-packages (from numba>=0.54->merlin-core==0.6.0+1.g5926fcf) (65.3.0)
Requirement already satisfied: pyparsing!=3.0.5,>=2.0.2 in /usr/local/lib/python3.8/dist-packages (from packaging->merlin-core==0.6.0+1.g5926fcf) (3.0.9)
Requirement already satisfied: python-dateutil>=2.7.3 in /usr/local/lib/python3.8/dist-packages (from pandas<1.4.0dev0,>=1.2.0->merlin-core==0.6.0+1.g5926fcf) (2.8.2)
Requirement already satisfied: pytz>=2017.3 in /usr/local/lib/python3.8/dist-packages (from pandas<1.4.0dev0,>=1.2.0->merlin-core==0.6.0+1.g5926fcf) (2022.2.1)
Requirement already satisfied: absl-py<2.0.0,>=0.9 in /usr/local/lib/python3.8/dist-packages (from tensorflow-metadata>=1.2.0->merlin-core==0.6.0+1.g5926fcf) (1.2.0)
Requirement already satisfied: googleapis-common-protos<2,>=1.52.0 in /usr/local/lib/python3.8/dist-packages (from tensorflow-metadata>=1.2.0->merlin-core==0.6.0+1.g5926fcf) (1.52.0)
Requirement already satisfied: locket in /var/jenkins_home/.local/lib/python3.8/site-packages/locket-0.2.1-py3.8.egg (from partd>=0.3.10->dask>=2022.3.0->merlin-core==0.6.0+1.g5926fcf) (0.2.1)
Requirement already satisfied: six>=1.5 in /var/jenkins_home/.local/lib/python3.8/site-packages (from python-dateutil>=2.7.3->pandas<1.4.0dev0,>=1.2.0->merlin-core==0.6.0+1.g5926fcf) (1.15.0)
Requirement already satisfied: heapdict in /var/jenkins_home/.local/lib/python3.8/site-packages/HeapDict-1.0.1-py3.8.egg (from zict>=0.1.3->distributed>=2022.3.0->merlin-core==0.6.0+1.g5926fcf) (1.0.1)
Requirement already satisfied: h2<5,>=3.1.0 in /usr/local/lib/python3.8/dist-packages (from grpclib->betterproto<2.0.0->merlin-core==0.6.0+1.g5926fcf) (4.1.0)
Requirement already satisfied: multidict in /usr/local/lib/python3.8/dist-packages (from grpclib->betterproto<2.0.0->merlin-core==0.6.0+1.g5926fcf) (6.0.2)
Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.8/dist-packages (from jinja2->distributed>=2022.3.0->merlin-core==0.6.0+1.g5926fcf) (2.1.1)
Requirement already satisfied: hpack<5,>=4.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core==0.6.0+1.g5926fcf) (4.0.0)
Requirement already satisfied: hyperframe<7,>=6.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core==0.6.0+1.g5926fcf) (6.0.1)
test-gpu run-test: commands[4] | python -m pytest --cov-report term --cov merlin -rxs tests/unit
============================= test session starts ==============================
platform linux -- Python 3.8.10, pytest-7.1.3, pluggy-1.0.0
cachedir: .tox/test-gpu/.pytest_cache
rootdir: /var/jenkins_home/workspace/merlin_merlin/merlin
plugins: anyio-3.5.0, xdist-2.5.0, forked-1.4.0, cov-3.0.0
collected 3 items
tests/unit/test_version.py .                                             [ 33%]

tests/unit/examples/test_building_deploying_multi_stage_RecSys.py s      [ 66%]

tests/unit/examples/test_scaling_criteo_merlin_models.py .               [100%]
---------- coverage: platform linux, python 3.8.10-final-0 -----------

Name                                                                                                  Stmts   Miss  Cover
.tox/test-gpu/lib/python3.8/site-packages/merlin/core/init.py                                         2      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/core/_version.py                                         4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/core/compat.py                                           9      4    56%

.tox/test-gpu/lib/python3.8/site-packages/merlin/core/dispatch.py                                       346    239    31%

.tox/test-gpu/lib/python3.8/site-packages/merlin/core/utils.py                                          195    119    39%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/init.py                                          4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/base_operator.py                                   115     21    82%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/executors.py                                       111     92    17%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/graph.py                                            99     35    65%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/node.py                                            342    166    51%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/ops/init.py                                      4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/ops/concat_columns.py                               18      6    67%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/ops/selection.py                                    20      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/ops/subset_columns.py                               12      4    67%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/ops/subtraction.py                                  21     11    48%

.tox/test-gpu/lib/python3.8/site-packages/merlin/dag/selector.py                                         88     36    59%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/init.py                                           4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/csv.py                                               57     38    33%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/dask.py                                             181    153    15%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/dataframe_engine.py                                  61     47    23%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/dataframe_iter.py                                    21      4    81%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/dataset.py                                          346    238    31%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/dataset_engine.py                                    37     13    65%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/fsspec_utils.py                                     127    108    15%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/hugectr.py                                           45     35    22%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/parquet.py                                          603    387    36%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/shuffle.py                                           38     20    47%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/worker.py                                            80     66    18%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/writer.py                                           190    152    20%

.tox/test-gpu/lib/python3.8/site-packages/merlin/io/writer_factory.py                                    18     13    28%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/init.py                                       2      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/_version.py                                       4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/config/init.py                                0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/config/schema.py                                 62     19    69%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/loader/init.py                                0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/loader/backend.py                               379    117    69%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/loader/dataframe_iter.py                         21     17    19%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/loader/tf_utils.py                               57     27    53%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/loader/utils.py                                  40     15    62%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/init.py                                   64      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/init.py                             0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/cross.py                               44     28    36%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/dlrm.py                                49     11    78%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/experts.py                             99     75    24%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/interaction.py                         93     48    48%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/mlp.py                                114     56    51%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/optimizer.py                          173    127    27%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/retrieval/init.py                   0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/retrieval/base.py                     168    125    26%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/retrieval/matrix_factorization.py      35     19    46%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/retrieval/two_tower.py                 30     18    40%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/sampling/init.py                    0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/sampling/base.py                       29     11    62%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/sampling/cross_batch.py                46     31    33%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/sampling/in_batch.py                   35     20    43%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/blocks/sampling/queue.py                     115     99    14%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/init.py                               0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/aggregation.py                          245    109    56%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/base.py                                 239    115    52%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/combinators.py                          402    134    67%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/encoder.py                               79     49    38%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/index.py                                104     68    35%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/prediction.py                            25      2    92%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/core/tabular.py                              271     71    74%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/dataset.py                                   213    108    49%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/inputs/init.py                             0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/inputs/base.py                                59     45    24%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/inputs/continuous.py                          39      4    90%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/inputs/embedding.py                          432    237    45%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/losses/init.py                             4      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/losses/base.py                                 9      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/losses/listwise.py                            13      2    85%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/losses/pairwise.py                           113     55    51%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/metrics/init.py                            2      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/metrics/topk.py                              184     83    55%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/init.py                             0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/base.py                               543    247    55%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/benchmark.py                           16      6    62%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/ranking.py                             71     44    38%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/retrieval.py                           32     15    53%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/models/utils.py                               10      2    80%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/init.py                            0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/base.py                              123     90    27%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/classification.py                     82     48    41%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/contrastive.py                       135     99    27%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/regression.py                          9      2    78%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/sampling/init.py                   0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/sampling/base.py                      78     41    47%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/sampling/in_batch.py                  37     22    41%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/outputs/sampling/popularity.py                27     17    37%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/init.py                   0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/base.py                     199    107    46%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/classification.py            68     23    66%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/multi.py                      7      1    86%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/next_item.py                 59     33    44%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/regression.py                35     19    46%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/prediction_tasks/retrieval.py                 73     48    34%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/init.py                         0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/bias.py                            74     49    34%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/features.py                       239    187    22%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/noise.py                           43     28    35%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/regularization.py                  17      6    65%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/transforms/tensor.py                          91     47    48%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/typing.py                                      7      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/utils/init.py                              0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/utils/batch_utils.py                          81     56    31%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/utils/repr_utils.py                           69     48    30%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/utils/search_utils.py                         34     22    35%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/tf/utils/tf_utils.py                            186    118    37%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/init.py                                 0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/constants.py                                3      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/dataset.py                                 33     24    27%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/doc_utils.py                               10      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/misc_utils.py                             118     90    24%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/registry.py                               101     31    69%

.tox/test-gpu/lib/python3.8/site-packages/merlin/models/utils/schema_utils.py                            90     62    31%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/init.py                                       2      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/io/init.py                                    0      0   100%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/io/proto_utils.py                                20      6    70%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/io/schema_bp.py                                 306      7    98%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/io/tensorflow_metadata.py                       191     43    77%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/schema.py                                       205     54    74%

.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/tags.py                                          82      8    90%

/usr/local/lib/python3.8/dist-packages/merlin/systems/init.py                                         6      0   100%

/usr/local/lib/python3.8/dist-packages/merlin/systems/_version.py                                         4      0   100%

/usr/local/lib/python3.8/dist-packages/merlin/systems/dag/init.py                                     3      0   100%

/usr/local/lib/python3.8/dist-packages/merlin/systems/dag/ensemble.py                                    78      7    91%

/usr/local/lib/python3.8/dist-packages/merlin/systems/dag/node.py                                        20      1    95%

/usr/local/lib/python3.8/dist-packages/merlin/systems/dag/op_runner.py                                   21     15    29%

/usr/local/lib/python3.8/dist-packages/merlin/systems/dag/ops/init.py                                 9      4    56%

/usr/local/lib/python3.8/dist-packages/merlin/systems/dag/ops/operator.py                                83     37    55%

/usr/local/lib/python3.8/dist-packages/merlin/systems/dag/ops/tensorflow.py                              81     19    77%

/usr/local/lib/python3.8/dist-packages/merlin/systems/dag/ops/workflow.py                                25      0   100%

/usr/local/lib/python3.8/dist-packages/merlin/systems/model_registry.py                                  16      8    50%

/usr/local/lib/python3.8/dist-packages/merlin/systems/triton/init.py                                 47     12    74%

/usr/local/lib/python3.8/dist-packages/merlin/systems/triton/conversions.py                              87     51    41%

/usr/local/lib/python3.8/dist-packages/merlin/systems/triton/export.py                                  266    210    21%

/usr/local/lib/python3.8/dist-packages/merlin/systems/triton/utils.py                                    72     14    81%

/usr/local/lib/python3.8/dist-packages/merlin/systems/workflow/init.py                               22     20     9%

/usr/local/lib/python3.8/dist-packages/merlin/systems/workflow/base.py                                  113     14    88%

/usr/local/lib/python3.8/dist-packages/merlin/systems/workflow/hugectr.py                                37     29    22%

/usr/local/lib/python3.8/dist-packages/merlin/systems/workflow/pytorch.py                                10      6    40%

/usr/local/lib/python3.8/dist-packages/merlin/systems/workflow/tensorflow.py                             32     13    59%
TOTAL                                                                                                 11928   6162    48%
=========================== short test summary info ============================

SKIPPED [1] tests/unit/examples/test_building_deploying_multi_stage_RecSys.py:16: 'NoneType' returning from faiss operator because of randomly generated data.

=================== 2 passed, 1 skipped in 112.45s (0:01:52) ===================

/usr/local/lib/python3.8/dist-packages/coverage/inorout.py:519: CoverageWarning: Module merlin was never imported. (module-not-imported)

self.warn(f"Module {pkg} was never imported.", slug="module-not-imported")

/usr/local/lib/python3.8/dist-packages/coverage/control.py:794: CoverageWarning: No data was collected. (no-data-collected)

self._warn("No data was collected.", slug="no-data-collected")

/usr/local/lib/python3.8/dist-packages/coverage/data.py:130: CoverageWarning: Data file '/var/jenkins_home/workspace/merlin_merlin/merlin/.coverage.10.20.17.231.29278.435384' doesn't seem to be a coverage data file: cannot unpack non-iterable NoneType object

data._warn(str(exc))

___________________________________ summary ____________________________________

test-gpu: commands succeeded

congratulations :)

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/Merlin/issues/$ghprbPullId/comments" "/var/jenkins_home/jobs/$JOB_NAME/builds/$BUILD_NUMBER/log"

[merlin_merlin] $ /bin/bash /tmp/jenkins7389015607695663995.sh