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Dictarray to and from df #247

Merged
merged 3 commits into from
Dec 8, 2022
Merged

Dictarray to and from df #247

merged 3 commits into from
Dec 8, 2022

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jperez999
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This PR isolates the integration of functionality into dict array that allows it to support transforming to and from a dataframe.

@jperez999 jperez999 requested a review from karlhigley December 6, 2022 01:05
@jperez999 jperez999 self-assigned this Dec 6, 2022
@jperez999 jperez999 added enhancement New feature or request feature labels Dec 6, 2022
@nvidia-merlin-bot
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GitHub pull request #247 of commit 59e54a9d0a45b2286ee4fa4986020372dd521a8e, no merge conflicts.
Running as SYSTEM
Setting status of 59e54a9d0a45b2286ee4fa4986020372dd521a8e to PENDING with url http://merlin-infra1.nvidia.com:8080/job/merlin_systems/573/ and message: 'Pending'
Using context: Jenkins
Building on the built-in node in workspace /var/jenkins_home/jobs/merlin_systems/workspace
using credential fce1c729-5d7c-48e8-90cb-b0c314b1076e
 > 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/systems # timeout=10
Fetching upstream changes from https://github.com/NVIDIA-Merlin/systems
 > git --version # timeout=10
using GIT_ASKPASS to set credentials login for merlin-systems user + githubtoken
 > git fetch --tags --force --progress -- https://github.com/NVIDIA-Merlin/systems +refs/pull/247/*:refs/remotes/origin/pr/247/* # timeout=10
 > git rev-parse 59e54a9d0a45b2286ee4fa4986020372dd521a8e^{commit} # timeout=10
Checking out Revision 59e54a9d0a45b2286ee4fa4986020372dd521a8e (detached)
 > git config core.sparsecheckout # timeout=10
 > git checkout -f 59e54a9d0a45b2286ee4fa4986020372dd521a8e # timeout=10
Commit message: "fix for to and from df functions"
 > git rev-list --no-walk 5f8cc381cb27cec97872d18f607f89d28c43b3a5 # timeout=10
[workspace] $ /bin/bash /tmp/jenkins1817977561577962225.sh
PYTHONPATH=:/usr/local/lib/python3.8/dist-packages/:/usr/local/hugectr/lib:/var/jenkins_home/workspace/merlin_systems/systems
GLOB sdist-make: /var/jenkins_home/workspace/merlin_systems/systems/setup.py
test-gpu recreate: /var/jenkins_home/workspace/merlin_systems/systems/.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_systems/systems/.tox/.tmp/package/2/merlin-systems-0.7.0+26.g59e54a9.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,alembic==1.8.1,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,autopage==0.5.1,awscli==1.27.22,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==1.29.22,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,cliff==4.1.0,cloudpickle==2.2.0,cmaes==0.9.0,cmake==3.24.1.1,cmd2==2.4.2,colorama==0.4.4,colorlog==6.7.0,contourpy==1.0.5,coverage==6.5.0,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==4.37.3,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,horovod==0.26.1,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==1.8.0,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,Mako==1.2.4,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-core==0.6.0+1.g5926fcf,merlin-models==0.7.0+11.g280956aa4,merlin-systems==0.7.0+26.g59e54a9,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,optuna==3.0.4,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,pbr==5.11.0,pexpect==4.8.0,pickleshare==0.7.5,Pillow==9.2.0,pkgutil_resolve_name==1.3.10,platformdirs==2.5.2,plotly==5.11.0,pluggy==1.0.0,prettytable==3.5.0,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,pyperclip==1.8.2,pyrsistent==0.18.1,pytest==7.1.3,pytest-cov==4.0.0,pytest-xdist==3.1.0,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==1.8.1,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==5.3.0,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==1.4.44,stack-data==0.5.0,starlette==0.20.4,stevedore==4.1.1,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==2.9.2,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='3265248927'
test-gpu run-test: commands[0] | 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-ju0th5z0
  Running command git clone --filter=blob:none --quiet https://github.com/NVIDIA-Merlin/core.git /tmp/pip-req-build-ju0th5z0
  Resolved https://github.com/NVIDIA-Merlin/core.git to commit 4f73ff5bd4121c1acaabdc01a123af4f986ffc78
  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: pyarrow>=5.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core==0.9.0+14.g4f73ff5) (7.0.0)
Requirement already satisfied: distributed>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core==0.9.0+14.g4f73ff5) (2022.3.0)
Requirement already satisfied: protobuf>=3.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core==0.9.0+14.g4f73ff5) (3.19.5)
Requirement already satisfied: fsspec==2022.5.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core==0.9.0+14.g4f73ff5) (2022.5.0)
Requirement already satisfied: pandas<1.4.0dev0,>=1.2.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core==0.9.0+14.g4f73ff5) (1.3.5)
Requirement already satisfied: betterproto<2.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core==0.9.0+14.g4f73ff5) (1.2.5)
Requirement already satisfied: packaging in /usr/local/lib/python3.8/dist-packages (from merlin-core==0.9.0+14.g4f73ff5) (21.3)
Requirement already satisfied: tqdm>=4.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core==0.9.0+14.g4f73ff5) (4.64.1)
Requirement already satisfied: dask>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core==0.9.0+14.g4f73ff5) (2022.3.0)
Requirement already satisfied: tensorflow-metadata>=1.2.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core==0.9.0+14.g4f73ff5) (1.10.0)
Requirement already satisfied: numba>=0.54 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core==0.9.0+14.g4f73ff5) (0.55.1)
Requirement already satisfied: grpclib in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core==0.9.0+14.g4f73ff5) (0.4.3)
Requirement already satisfied: stringcase in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (5.4.1)
Requirement already satisfied: cloudpickle>=1.1.1 in /usr/local/lib/python3.8/dist-packages (from dask>=2022.3.0->merlin-core==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (0.12.0)
Requirement already satisfied: click>=6.6 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (1.7.0)
Requirement already satisfied: jinja2 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core==0.9.0+14.g4f73ff5) (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>=2022.3.0->merlin-core==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (2.4.0)
Requirement already satisfied: numpy<1.22,>=1.18 in /var/jenkins_home/.local/lib/python3.8/site-packages (from numba>=0.54->merlin-core==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (0.38.1)
Requirement already satisfied: setuptools in ./.tox/test-gpu/lib/python3.8/site-packages (from numba>=0.54->merlin-core==0.9.0+14.g4f73ff5) (65.5.1)
Requirement already satisfied: pyparsing!=3.0.5,>=2.0.2 in /usr/local/lib/python3.8/dist-packages (from packaging->merlin-core==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (1.0.1)
Requirement already satisfied: multidict in /usr/local/lib/python3.8/dist-packages (from grpclib->betterproto<2.0.0->merlin-core==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (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-0.9.0+14.g4f73ff5-py3-none-any.whl size=119010 sha256=684a5804ff07713807b56589439e92a59f31871d2ab5f233267651b77ac7469e
  Stored in directory: /tmp/pip-ephem-wheel-cache-f4clq8ed/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_systems/systems/.tox/test-gpu
    Can't uninstall 'merlin-core'. No files were found to uninstall.
Successfully installed merlin-core-0.9.0+14.g4f73ff5
test-gpu run-test: commands[1] | python -m pip install .
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Processing /var/jenkins_home/workspace/merlin_systems/systems
  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==0.7.0+26.g59e54a9) (0.9.0+14.g4f73ff5)
Requirement already satisfied: treelite==2.4.0 in ./.tox/test-gpu/lib/python3.8/site-packages (from merlin-systems==0.7.0+26.g59e54a9) (2.4.0)
Requirement already satisfied: requests<3,>=2.10 in /usr/lib/python3/dist-packages (from merlin-systems==0.7.0+26.g59e54a9) (2.22.0)
Requirement already satisfied: nvtabular>=1.0.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-systems==0.7.0+26.g59e54a9) (1.1.1)
Requirement already satisfied: treelite-runtime==2.4.0 in ./.tox/test-gpu/lib/python3.8/site-packages (from merlin-systems==0.7.0+26.g59e54a9) (2.4.0)
Requirement already satisfied: numpy in /var/jenkins_home/.local/lib/python3.8/site-packages (from treelite==2.4.0->merlin-systems==0.7.0+26.g59e54a9) (1.20.3)
Requirement already satisfied: scipy in /usr/local/lib/python3.8/dist-packages (from treelite==2.4.0->merlin-systems==0.7.0+26.g59e54a9) (1.8.1)
Requirement already satisfied: pyarrow>=5.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.7.0+26.g59e54a9) (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==0.7.0+26.g59e54a9) (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==0.7.0+26.g59e54a9) (3.19.5)
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==0.7.0+26.g59e54a9) (2022.5.0)
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==0.7.0+26.g59e54a9) (1.3.5)
Requirement already satisfied: betterproto<2.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.7.0+26.g59e54a9) (1.2.5)
Requirement already satisfied: packaging in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.7.0+26.g59e54a9) (21.3)
Requirement already satisfied: tqdm>=4.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.7.0+26.g59e54a9) (4.64.1)
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==0.7.0+26.g59e54a9) (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==0.7.0+26.g59e54a9) (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==0.7.0+26.g59e54a9) (0.55.1)
Requirement already satisfied: grpclib in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core>=0.2.0->merlin-systems==0.7.0+26.g59e54a9) (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==0.7.0+26.g59e54a9) (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==0.7.0+26.g59e54a9) (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==0.7.0+26.g59e54a9) (5.4.1)
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==0.7.0+26.g59e54a9) (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-systems==0.7.0+26.g59e54a9) (0.12.0)
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==0.7.0+26.g59e54a9) (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==0.7.0+26.g59e54a9) (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==0.7.0+26.g59e54a9) (1.7.0)
Requirement already satisfied: jinja2 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.7.0+26.g59e54a9) (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>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.7.0+26.g59e54a9) (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==0.7.0+26.g59e54a9) (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==0.7.0+26.g59e54a9) (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-systems==0.7.0+26.g59e54a9) (2.4.0)
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==0.7.0+26.g59e54a9) (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==0.7.0+26.g59e54a9) (65.5.1)
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->merlin-systems==0.7.0+26.g59e54a9) (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==0.7.0+26.g59e54a9) (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==0.7.0+26.g59e54a9) (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==0.7.0+26.g59e54a9) (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==0.7.0+26.g59e54a9) (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==0.7.0+26.g59e54a9) (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==0.7.0+26.g59e54a9) (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==0.7.0+26.g59e54a9) (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==0.7.0+26.g59e54a9) (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==0.7.0+26.g59e54a9) (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==0.7.0+26.g59e54a9) (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==0.7.0+26.g59e54a9) (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==0.7.0+26.g59e54a9) (4.0.0)
Building wheels for collected packages: merlin-systems
  Building wheel for merlin-systems (pyproject.toml): started
  Building wheel for merlin-systems (pyproject.toml): finished with status 'done'
  Created wheel for merlin-systems: filename=merlin_systems-0.7.0+26.g59e54a9-py3-none-any.whl size=139913 sha256=8b7c1954dd6a170c3347af1d365a781a9c8226f6d61a16fcbe9562d6c44c2586
  Stored in directory: /tmp/pip-ephem-wheel-cache-487yul8c/wheels/20/f3/c7/f7c2f6c257e882a60cdd173901b8757359446cf94a453e0811
Successfully built merlin-systems
Installing collected packages: merlin-systems
  Attempting uninstall: merlin-systems
    Found existing installation: merlin-systems 0.7.0+26.g59e54a9
    Uninstalling merlin-systems-0.7.0+26.g59e54a9:
      Successfully uninstalled merlin-systems-0.7.0+26.g59e54a9
Successfully installed merlin-systems-0.7.0+26.g59e54a9
test-gpu run-test: commands[2] | 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_systems/systems, configfile: pytest.ini
plugins: anyio-3.5.0, cov-4.0.0, xdist-3.1.0
collected 108 items

tests/unit/test_export.py .                                              [  0%]

tests/unit/examples/test_serving_an_implicit_model_with_merlin_systems.py . [  1%]

ERROR: Got SIGTERM, handling it as a KeyboardInterrupt

ERROR: got KeyboardInterrupt signal

Build was aborted

Aborted by �[8mha:////4K4GEn4Qce1FuoxeaQlMDQWh44+blmg3CeEZ3q4W6VxeAAAAmR+LCAAAAAAAAP9b85aBtbiIQTGjNKU4P08vOT+vOD8nVc83PyU1x6OyILUoJzMv2y+/JJUBAhiZGBgqihhk0NSjKDWzXb3RdlLBUSYGJk8GtpzUvPSSDB8G5tKinBIGIZ+sxLJE/ZzEvHT94JKizLx0a6BxUmjGOUNodHsLgAz2EgZe/dLi1CL90rzsvPzyPAATbMabwgAAAA==�[0munknown

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

[workspace] $ /bin/bash /tmp/jenkins16805583038147559375.sh

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https://nvidia-merlin.github.io/systems/review/pr-247

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GitHub pull request #247 of commit c439ca542c989209fd86c1f4bec4bd8076d202fd, no merge conflicts.
Running as SYSTEM
Setting status of c439ca542c989209fd86c1f4bec4bd8076d202fd to PENDING with url http://merlin-infra1.nvidia.com:8080/job/merlin_systems/574/ and message: 'Pending'
Using context: Jenkins
Building on the built-in node in workspace /var/jenkins_home/jobs/merlin_systems/workspace
using credential fce1c729-5d7c-48e8-90cb-b0c314b1076e
 > 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/systems # timeout=10
Fetching upstream changes from https://github.com/NVIDIA-Merlin/systems
 > git --version # timeout=10
using GIT_ASKPASS to set credentials login for merlin-systems user + githubtoken
 > git fetch --tags --force --progress -- https://github.com/NVIDIA-Merlin/systems +refs/pull/247/*:refs/remotes/origin/pr/247/* # timeout=10
 > git rev-parse c439ca542c989209fd86c1f4bec4bd8076d202fd^{commit} # timeout=10
Checking out Revision c439ca542c989209fd86c1f4bec4bd8076d202fd (detached)
 > git config core.sparsecheckout # timeout=10
 > git checkout -f c439ca542c989209fd86c1f4bec4bd8076d202fd # timeout=10
Commit message: "Merge branch 'main' into dictarray-to-from-df"
 > git rev-list --no-walk 59e54a9d0a45b2286ee4fa4986020372dd521a8e # timeout=10
[workspace] $ /bin/bash /tmp/jenkins18116995066113742900.sh
PYTHONPATH=:/usr/local/lib/python3.8/dist-packages/:/usr/local/hugectr/lib:/var/jenkins_home/workspace/merlin_systems/systems
GLOB sdist-make: /var/jenkins_home/workspace/merlin_systems/systems/setup.py
test-gpu recreate: /var/jenkins_home/workspace/merlin_systems/systems/.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_systems/systems/.tox/.tmp/package/2/merlin-systems-0.7.0+30.gc439ca5.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,alembic==1.8.1,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,autopage==0.5.1,awscli==1.27.22,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==1.29.22,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,cliff==4.1.0,cloudpickle==2.2.0,cmaes==0.9.0,cmake==3.24.1.1,cmd2==2.4.2,colorama==0.4.4,colorlog==6.7.0,contourpy==1.0.5,coverage==6.5.0,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==4.37.3,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,horovod==0.26.1,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==1.8.0,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,Mako==1.2.4,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-core==0.6.0+1.g5926fcf,merlin-models==0.7.0+11.g280956aa4,merlin-systems==0.7.0+30.gc439ca5,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,optuna==3.0.4,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,pbr==5.11.0,pexpect==4.8.0,pickleshare==0.7.5,Pillow==9.2.0,pkgutil_resolve_name==1.3.10,platformdirs==2.5.2,plotly==5.11.0,pluggy==1.0.0,prettytable==3.5.0,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,pyperclip==1.8.2,pyrsistent==0.18.1,pytest==7.1.3,pytest-cov==4.0.0,pytest-xdist==3.1.0,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==1.8.1,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==5.3.0,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==1.4.44,stack-data==0.5.0,starlette==0.20.4,stevedore==4.1.1,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==2.9.2,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='837612113'
test-gpu run-test: commands[0] | 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-kp5oh_9f
  Running command git clone --filter=blob:none --quiet https://github.com/NVIDIA-Merlin/core.git /tmp/pip-req-build-kp5oh_9f
  Resolved https://github.com/NVIDIA-Merlin/core.git to commit 4f73ff5bd4121c1acaabdc01a123af4f986ffc78
  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: tensorflow-metadata>=1.2.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core==0.9.0+14.g4f73ff5) (1.10.0)
Requirement already satisfied: betterproto<2.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core==0.9.0+14.g4f73ff5) (1.2.5)
Requirement already satisfied: protobuf>=3.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core==0.9.0+14.g4f73ff5) (3.19.5)
Requirement already satisfied: packaging in /usr/local/lib/python3.8/dist-packages (from merlin-core==0.9.0+14.g4f73ff5) (21.3)
Requirement already satisfied: fsspec==2022.5.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core==0.9.0+14.g4f73ff5) (2022.5.0)
Requirement already satisfied: tqdm>=4.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core==0.9.0+14.g4f73ff5) (4.64.1)
Requirement already satisfied: numba>=0.54 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core==0.9.0+14.g4f73ff5) (0.55.1)
Requirement already satisfied: distributed>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (1.3.5)
Requirement already satisfied: pyarrow>=5.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core==0.9.0+14.g4f73ff5) (7.0.0)
Requirement already satisfied: dask>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core==0.9.0+14.g4f73ff5) (2022.3.0)
Requirement already satisfied: stringcase in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core==0.9.0+14.g4f73ff5) (1.2.0)
Requirement already satisfied: grpclib in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (5.4.1)
Requirement already satisfied: cloudpickle>=1.1.1 in /usr/local/lib/python3.8/dist-packages (from dask>=2022.3.0->merlin-core==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (0.12.0)
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==0.9.0+14.g4f73ff5) (1.2.0)
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==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (1.0.4)
Requirement already satisfied: click>=6.6 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (2.4.0)
Requirement already satisfied: jinja2 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (5.8.0)
Requirement already satisfied: setuptools in ./.tox/test-gpu/lib/python3.8/site-packages (from numba>=0.54->merlin-core==0.9.0+14.g4f73ff5) (65.5.1)
Requirement already satisfied: numpy<1.22,>=1.18 in /var/jenkins_home/.local/lib/python3.8/site-packages (from numba>=0.54->merlin-core==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (4.1.0)
Requirement already satisfied: multidict in /usr/local/lib/python3.8/dist-packages (from grpclib->betterproto<2.0.0->merlin-core==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (6.0.1)
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-0.9.0+14.g4f73ff5-py3-none-any.whl size=119010 sha256=8952345cdd01864b6ff4afd2dd902c9d2d7420a0175aac6904ab7e5a1525feca
  Stored in directory: /tmp/pip-ephem-wheel-cache-b0nrk4v0/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_systems/systems/.tox/test-gpu
    Can't uninstall 'merlin-core'. No files were found to uninstall.
Successfully installed merlin-core-0.9.0+14.g4f73ff5
test-gpu run-test: commands[1] | python -m pip install .
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Processing /var/jenkins_home/workspace/merlin_systems/systems
  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: requests<3,>=2.10 in /usr/lib/python3/dist-packages (from merlin-systems==0.7.0+30.gc439ca5) (2.22.0)
Requirement already satisfied: nvtabular>=1.0.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-systems==0.7.0+30.gc439ca5) (1.1.1)
Requirement already satisfied: treelite==2.4.0 in ./.tox/test-gpu/lib/python3.8/site-packages (from merlin-systems==0.7.0+30.gc439ca5) (2.4.0)
Requirement already satisfied: merlin-core>=0.2.0 in ./.tox/test-gpu/lib/python3.8/site-packages (from merlin-systems==0.7.0+30.gc439ca5) (0.9.0+14.g4f73ff5)
Requirement already satisfied: treelite-runtime==2.4.0 in ./.tox/test-gpu/lib/python3.8/site-packages (from merlin-systems==0.7.0+30.gc439ca5) (2.4.0)
Requirement already satisfied: numpy in /var/jenkins_home/.local/lib/python3.8/site-packages (from treelite==2.4.0->merlin-systems==0.7.0+30.gc439ca5) (1.20.3)
Requirement already satisfied: scipy in /usr/local/lib/python3.8/dist-packages (from treelite==2.4.0->merlin-systems==0.7.0+30.gc439ca5) (1.8.1)
Requirement already satisfied: tensorflow-metadata>=1.2.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.7.0+30.gc439ca5) (1.10.0)
Requirement already satisfied: betterproto<2.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.7.0+30.gc439ca5) (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==0.7.0+30.gc439ca5) (3.19.5)
Requirement already satisfied: packaging in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.7.0+30.gc439ca5) (21.3)
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Building wheels for collected packages: merlin-systems
  Building wheel for merlin-systems (pyproject.toml): started
  Building wheel for merlin-systems (pyproject.toml): finished with status 'done'
  Created wheel for merlin-systems: filename=merlin_systems-0.7.0+30.gc439ca5-py3-none-any.whl size=140111 sha256=f4606dd44579a4e060cba3b6fe642b3928062b2e8e570db51c21baa5838c2a96
  Stored in directory: /tmp/pip-ephem-wheel-cache-a1z3bb3z/wheels/20/f3/c7/f7c2f6c257e882a60cdd173901b8757359446cf94a453e0811
Successfully built merlin-systems
Installing collected packages: merlin-systems
  Attempting uninstall: merlin-systems
    Found existing installation: merlin-systems 0.7.0+30.gc439ca5
    Uninstalling merlin-systems-0.7.0+30.gc439ca5:
      Successfully uninstalled merlin-systems-0.7.0+30.gc439ca5
Successfully installed merlin-systems-0.7.0+30.gc439ca5
test-gpu run-test: commands[2] | 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_systems/systems, configfile: pytest.ini
plugins: anyio-3.5.0, cov-4.0.0, xdist-3.1.0
collected 112 items

tests/unit/test_export.py .                                              [  0%]

tests/unit/examples/test_serving_an_implicit_model_with_merlin_systems.py . [  1%]

.                                                                        [  2%]

tests/unit/examples/test_serving_an_xgboost_model_with_merlin_systems.py . [  3%]

[  3%]

tests/unit/examples/test_serving_ranking_models_with_merlin_systems.py . [  4%]

[  4%]

tests/unit/systems/dag/test_ensemble.py .                                [  5%]

tests/unit/systems/dag/test_executors.py ...                             [  8%]

tests/unit/systems/dag/test_graph.py ..                                  [  9%]

tests/unit/systems/dag/test_model_registry.py ..                         [ 11%]

tests/unit/systems/dag/test_op_runner.py ....                            [ 15%]

tests/unit/systems/dag/ops/test_ops.py ..                                [ 16%]

tests/unit/systems/dag/runtimes/local/ops/torch/test_op.py ....          [ 20%]

tests/unit/systems/dag/runtimes/triton/test_triton.py .....              [ 25%]

tests/unit/systems/dag/runtimes/triton/ops/fil/test_lightgbm_triton.py . [ 25%]

...                                                                      [ 28%]

tests/unit/systems/dag/runtimes/triton/ops/fil/test_sklearn_triton.py .. [ 30%]

..                                                                       [ 32%]

tests/unit/systems/dag/runtimes/triton/ops/fil/test_xgboost_triton.py .. [ 33%]

..                                                                       [ 35%]

tests/unit/systems/dag/runtimes/triton/ops/torch/test_op.py ..........   [ 44%]

tests/unit/systems/dag/runtimes/triton/ops/workflow/test_ensemble.py ..  [ 46%]

tests/unit/systems/dag/runtimes/triton/ops/workflow/test_op.py ..        [ 48%]

tests/unit/systems/ops/faiss/test_executor.py .                          [ 49%]

tests/unit/systems/ops/feast/test_op.py ......                           [ 54%]

tests/unit/systems/ops/fil/test_ensemble.py .                            [ 55%]

tests/unit/systems/ops/fil/test_forest.py ....                           [ 58%]

tests/unit/systems/ops/fil/test_op.py ..........................         [ 82%]

tests/unit/systems/ops/implicit/test_executor.py ...                     [ 84%]

tests/unit/systems/ops/implicit/test_op.py .....FFFF                     [ 92%]

tests/unit/systems/ops/tf/test_ensemble.py ....                          [ 96%]

tests/unit/systems/ops/tf/test_op.py ....                                [100%]


=================================== FAILURES ===================================

_________________ test_ensemble[AlternatingLeastSquares-None] __________________


model_cls = <function AlternatingLeastSquares at 0x7fe55ec4dee0>, runtime = None

tmpdir = local('/tmp/pytest-of-jenkins/pytest-7/test_ensemble_AlternatingLeast0')


@pytest.mark.skipif(not TRITON_SERVER_PATH, reason="triton server not found")
@pytest.mark.parametrize("runtime", [None, TritonExecutorRuntime()])
@pytest.mark.parametrize(
    "model_cls",
    [
        implicit.bpr.BayesianPersonalizedRanking,
        implicit.als.AlternatingLeastSquares,
        implicit.lmf.LogisticMatrixFactorization,
    ],
)
def test_ensemble(model_cls, runtime, tmpdir):
    model = model_cls()
    n = 100
    user_items = csr_matrix(np.random.choice([0, 1], size=n * n, p=[0.9, 0.1]).reshape(n, n))
    model.fit(user_items)

    num_to_recommend = np.random.randint(1, n)

    user_items = None
    ids, scores = model.recommend(
        [0, 1], user_items, N=num_to_recommend, filter_already_liked_items=False
    )

    implicit_op = PredictImplicit(model, num_to_recommend=num_to_recommend)

    input_schema = Schema([ColumnSchema("user_id", dtype="int64")])

    triton_chain = input_schema.column_names >> implicit_op

    triton_ens = Ensemble(triton_chain, input_schema)
    ensemble_config, _ = triton_ens.export(tmpdir, runtime=runtime)

    input_user_id = np.array([[0], [1]], dtype=np.int64)
    inputs = [
        grpcclient.InferInput(
            "user_id", input_user_id.shape, triton.np_to_triton_dtype(input_user_id.dtype)
        ),
    ]
    inputs[0].set_data_from_numpy(input_user_id)
    outputs = [grpcclient.InferRequestedOutput("scores"), grpcclient.InferRequestedOutput("ids")]

    response = None





  with run_triton_server(tmpdir) as client:





tests/unit/systems/ops/implicit/test_op.py:121:




/usr/lib/python3.8/contextlib.py:113: in enter

return next(self.gen)




model_repository = local('/tmp/pytest-of-jenkins/pytest-7/test_ensemble_AlternatingLeast0')


@contextlib.contextmanager
def run_triton_server(
    model_repository: str,
    *,
    grpc_host: str = "localhost",
    grpc_port: int = 8001,
    backend_config: str = "tensorflow,version=2",
):
    """This function starts up a Triton server instance and returns a client to it.

    Parameters
    ----------
    model_repository : string
        The path to the model repository directory.
    grpc_host : string
        The host address for the triton gRPC server to bind to.
        Default is localhost.
    grpc_port : int
        The port for the triton gRPC server to listen on for requests.
        Default is 8001.
    backend_config : string
        A backend-specific configuration.
        Following the pattern <backend_name>,<setting>=<value>.
        Where <backend_name> is the name of the backend, such as 'tensorflow'

    Yields
    ------
    client: tritonclient.InferenceServerClient
        The client connected to the Triton server.

    """
    if grpc_port == 0 or grpc_port is None:
        grpc_port = _get_random_free_port()
    grpc_url = f"{grpc_host}:{grpc_port}"

    try:
        with grpcclient.InferenceServerClient(grpc_url) as client:
            if client.is_server_ready():
                raise RuntimeError(f"Another tritonserver is already running on {grpc_url}")
    except tritonclient.utils.InferenceServerException:
        pass

    cmdline = [
        TRITON_SERVER_PATH,
        "--model-repository",
        model_repository,
        f"--backend-config={backend_config}",
        f"--grpc-port={grpc_port}",
        f"--grpc-address={grpc_host}",
        "--cuda-memory-pool-byte-size=0:536870912",
    ]
    env = os.environ.copy()
    env["CUDA_VISIBLE_DEVICES"] = "0"
    with subprocess.Popen(cmdline, env=env) as process:
        try:
            with grpcclient.InferenceServerClient(grpc_url) as client:
                # wait until server is ready
                time_ranges = [60, 120, 300]
                for seconds in time_ranges:
                    for _ in range(seconds):
                        if process.poll() is not None:
                            retcode = process.returncode





                          raise RuntimeError(f"Tritonserver failed to start (ret={retcode})")





E                               RuntimeError: Tritonserver failed to start (ret=1)


merlin/systems/triton/utils.py:82: RuntimeError

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


0%|          | 0/15 [00:00<?, ?it/s]

100%|██████████| 15/15 [00:00<00:00, 2297.33it/s]

I1206 01:37:06.342910 20447 pinned_memory_manager.cc:240] Pinned memory pool is created at '0x7f6d54000000' with size 268435456

I1206 01:37:06.343623 20447 cuda_memory_manager.cc:105] CUDA memory pool is created on device 0 with size 536870912

I1206 01:37:06.347297 20447 model_lifecycle.cc:459] loading: 0_predictimplicit:1

/usr/lib/python3/dist-packages/requests/init.py:89: RequestsDependencyWarning: urllib3 (1.26.12) or chardet (3.0.4) doesn't match a supported version!

warnings.warn("urllib3 ({}) or chardet ({}) doesn't match a supported "

I1206 01:37:15.226776 20447 python_be.cc:1767] TRITONBACKEND_ModelInstanceInitialize: 0_predictimplicit (GPU device 0)

1206 01:37:18.142864 20612 pb_stub.cc:309] Failed to initialize Python stub: CUDARuntimeError: cudaErrorInitializationError: initialization error


At:

/usr/local/lib/python3.8/dist-packages/rmm/_cuda/gpu.py(101): getDeviceCount

/usr/local/lib/python3.8/dist-packages/cudf/utils/gpu_utils.py(55): validate_setup

/usr/local/lib/python3.8/dist-packages/cudf/init.py(5): 

(219): _call_with_frames_removed

(848): exec_module

(686): _load_unlocked

(975): _find_and_load_unlocked

(991): _find_and_load

/var/jenkins_home/workspace/merlin_systems/systems/.tox/test-gpu/lib/python3.8/site-packages/merlin/core/dispatch.py(51): 

(219): _call_with_frames_removed

(848): exec_module

(686): _load_unlocked

(975): _find_and_load_unlocked

(991): _find_and_load

/var/jenkins_home/workspace/merlin_systems/systems/.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/dictarray.py(21): 

(219): _call_with_frames_removed

(848): exec_module

(686): _load_unlocked

(975): _find_and_load_unlocked

(991): _find_and_load

/var/jenkins_home/workspace/merlin_systems/systems/.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/init.py(19): 

(219): _call_with_frames_removed

(848): exec_module

(686): _load_unlocked

(975): _find_and_load_unlocked

(991): _find_and_load

(219): _call_with_frames_removed

(961): _find_and_load_unlocked

(991): _find_and_load

/tmp/pytest-of-jenkins/pytest-7/test_ensemble_AlternatingLeast0/0_predictimplicit/1/model.py(34): 

(219): _call_with_frames_removed

(848): exec_module

(686): _load_unlocked

(975): _find_and_load_unlocked

(991): _find_and_load


E1206 01:37:18.668888 20447 model_lifecycle.cc:596] failed to load '0_predictimplicit' version 1: Internal: CUDARuntimeError: cudaErrorInitializationError: initialization error


At:

/usr/local/lib/python3.8/dist-packages/rmm/_cuda/gpu.py(101): getDeviceCount

/usr/local/lib/python3.8/dist-packages/cudf/utils/gpu_utils.py(55): validate_setup

/usr/local/lib/python3.8/dist-packages/cudf/init.py(5): 

(219): _call_with_frames_removed

(848): exec_module

(686): _load_unlocked

(975): _find_and_load_unlocked

(991): _find_and_load

/var/jenkins_home/workspace/merlin_systems/systems/.tox/test-gpu/lib/python3.8/site-packages/merlin/core/dispatch.py(51): 

(219): _call_with_frames_removed

(848): exec_module

(686): _load_unlocked

(975): _find_and_load_unlocked

(991): _find_and_load

/var/jenkins_home/workspace/merlin_systems/systems/.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/dictarray.py(21): 

(219): _call_with_frames_removed

(848): exec_module

(686): _load_unlocked

(975): _find_and_load_unlocked

(991): _find_and_load

/var/jenkins_home/workspace/merlin_systems/systems/.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/init.py(19): 

(219): _call_with_frames_removed

(848): exec_module

(686): _load_unlocked

(975): _find_and_load_unlocked

(991): _find_and_load

(219): _call_with_frames_removed

(961): _find_and_load_unlocked

(991): _find_and_load

/tmp/pytest-of-jenkins/pytest-7/test_ensemble_AlternatingLeast0/0_predictimplicit/1/model.py(34): 

(219): _call_with_frames_removed

(848): exec_module

(686): _load_unlocked

(975): _find_and_load_unlocked

(991): _find_and_load


E1206 01:37:18.669089 20447 model_repository_manager.cc:481] Invalid argument: ensemble 'ensemble_model' depends on '0_predictimplicit' which has no loaded version

I1206 01:37:18.669192 20447 server.cc:561]

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

| Repository Agent | Path |

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

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


I1206 01:37:18.669281 20447 server.cc:588]

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

| Backend | Path                                                  | Config                                                                                                                                                        |

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

| 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"}} |

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


I1206 01:37:18.669459 20447 server.cc:631]

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

| Model             | Version | Status                                                                                                                                       |

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

| 0_predictimplicit | 1       | UNAVAILABLE: Internal: CUDARuntimeError: cudaErrorInitializationError: initialization error                                                  |

|                   |         |                                                                                                                                              |

|                   |         | At:                                                                                                                                          |

|                   |         |   /usr/local/lib/python3.8/dist-packages/rmm/_cuda/gpu.py(101): getDeviceCount                                                               |

|                   |         |   /usr/local/lib/python3.8/dist-packages/cudf/utils/gpu_utils.py(55): validate_setup                                                         |

|                   |         |   /usr/local/lib/python3.8/dist-packages/cudf/init.py(5):                                                                        |

|                   |         |   (219): _call_with_frames_removed                                                                              |

|                   |         |   (848): exec_module                                                                                   |

|                   |         |   (686): _load_unlocked                                                                                         |

|                   |         |   (975): _find_and_load_unlocked                                                                                |

|                   |         |   (991): _find_and_load                                                                                         |

|                   |         |   /var/jenkins_home/workspace/merlin_systems/systems/.tox/test-gpu/lib/python3.8/site-packages/merlin/core/dispatch.py(51):          |

|                   |         |   (219): _call_with_frames_removed                                                                              |

|                   |         |   (848): exec_module                                                                                   |

|                   |         |   (686): _load_unlocked                                                                                         |

|                   |         |   (975): _find_and_load_unlocked                                                                                |

|                   |         |   (991): _find_and_load                                                                                         |

|                   |         |   /var/jenkins_home/workspace/merlin_systems/systems/.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/dictarray.py(21):  |

|                   |         |   (219): _call_with_frames_removed                                                                              |

|                   |         |   (848): exec_module                                                                                   |

|                   |         |   (686): _load_unlocked                                                                                         |

|                   |         |   (975): _find_and_load_unlocked                                                                                |

|                   |         |   (991): _find_and_load                                                                                         |

|                   |         |   /var/jenkins_home/workspace/merlin_systems/systems/.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/init.py(19):   |

|                   |         |   (219): _call_with_frames_removed                                                                              |

|                   |         |   (848): exec_module                                                                                   |

|                   |         |   (686): _load_unlocked                                                                                         |

|                   |         |   (975): _find_and_load_unlocked                                                                                |

|                   |         |   (991): _find_and_load                                                                                         |

|                   |         |   (219): _call_with_frames_removed                                                                              |

|                   |         |   (961): _find_and_load_unlocked                                                                                |

|                   |         |   (991): _find_and_load                                                                                         |

|                   |         |   /tmp/pytest-of-jenkins/pytest-7/test_ensemble_AlternatingLeast0/0_predictimplicit/1/model.py(34):                                  |

|                   |         |   (219): _call_with_frames_removed                                                                              |

|                   |         |   (848): exec_module                                                                                   |

|                   |         |   (686): _load_unlocked                                                                                         |

|                   |         |   (975): _find_and_load_unlocked                                                                                |

|                   |         |   (991): _find_and_load                                                                                         |

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


I1206 01:37:18.737231 20447 metrics.cc:650] Collecting metrics for GPU 0: Tesla P100-DGXS-16GB

I1206 01:37:18.738077 20447 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/pytest-of-jenkins/pytest-7/test_ensemble_AlternatingLeast0                                                                                                                              |

| model_control_mode               | MODE_NONE                                                                                                                                                                                    |

| strict_model_config              | 0                                                                                                                                                                                            |

| rate_limit                       | OFF                                                                                                                                                                                          |

| pinned_memory_pool_byte_size     | 268435456                                                                                                                                                                                    |

| cuda_memory_pool_byte_size{0}    | 536870912                                                                                                                                                                                    |

| response_cache_byte_size         | 0                                                                                                                                                                                            |

| min_supported_compute_capability | 6.0                                                                                                                                                                                          |

| strict_readiness                 | 1                                                                                                                                                                                            |

| exit_timeout                     | 30                                                                                                                                                                                           |

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


I1206 01:37:18.738110 20447 server.cc:262] Waiting for in-flight requests to complete.

I1206 01:37:18.738117 20447 server.cc:278] Timeout 30: Found 0 model versions that have in-flight inferences

I1206 01:37:18.738125 20447 server.cc:293] All models are stopped, unloading models

I1206 01:37:18.738131 20447 server.cc:300] Timeout 30: Found 0 live models and 0 in-flight non-inference requests

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

W1206 01:37:19.760051 20447 metrics.cc:468] Unable to get energy consumption for GPU 0. Status:Success, value:0

_______________ test_ensemble[AlternatingLeastSquares-runtime1] ________________


model_cls = <function AlternatingLeastSquares at 0x7fe55ec4dee0>

runtime = <merlin.systems.dag.runtimes.triton.runtime.TritonExecutorRuntime object at 0x7fe455377610>

tmpdir = local('/tmp/pytest-of-jenkins/pytest-7/test_ensemble_AlternatingLeast1')


@pytest.mark.skipif(not TRITON_SERVER_PATH, reason="triton server not found")
@pytest.mark.parametrize("runtime", [None, TritonExecutorRuntime()])
@pytest.mark.parametrize(
    "model_cls",
    [
        implicit.bpr.BayesianPersonalizedRanking,
        implicit.als.AlternatingLeastSquares,
        implicit.lmf.LogisticMatrixFactorization,
    ],
)
def test_ensemble(model_cls, runtime, tmpdir):
    model = model_cls()
    n = 100
    user_items = csr_matrix(np.random.choice([0, 1], size=n * n, p=[0.9, 0.1]).reshape(n, n))
    model.fit(user_items)

    num_to_recommend = np.random.randint(1, n)

    user_items = None
    ids, scores = model.recommend(
        [0, 1], user_items, N=num_to_recommend, filter_already_liked_items=False
    )

    implicit_op = PredictImplicit(model, num_to_recommend=num_to_recommend)

    input_schema = Schema([ColumnSchema("user_id", dtype="int64")])

    triton_chain = input_schema.column_names >> implicit_op

    triton_ens = Ensemble(triton_chain, input_schema)
    ensemble_config, _ = triton_ens.export(tmpdir, runtime=runtime)

    input_user_id = np.array([[0], [1]], dtype=np.int64)
    inputs = [
        grpcclient.InferInput(
            "user_id", input_user_id.shape, triton.np_to_triton_dtype(input_user_id.dtype)
        ),
    ]
    inputs[0].set_data_from_numpy(input_user_id)
    outputs = [grpcclient.InferRequestedOutput("scores"), grpcclient.InferRequestedOutput("ids")]

    response = None





  with run_triton_server(tmpdir) as client:





tests/unit/systems/ops/implicit/test_op.py:121:




/usr/lib/python3.8/contextlib.py:113: in enter

return next(self.gen)




model_repository = local('/tmp/pytest-of-jenkins/pytest-7/test_ensemble_AlternatingLeast1')


@contextlib.contextmanager
def run_triton_server(
    model_repository: str,
    *,
    grpc_host: str = "localhost",
    grpc_port: int = 8001,
    backend_config: str = "tensorflow,version=2",
):
    """This function starts up a Triton server instance and returns a client to it.

    Parameters
    ----------
    model_repository : string
        The path to the model repository directory.
    grpc_host : string
        The host address for the triton gRPC server to bind to.
        Default is localhost.
    grpc_port : int
        The port for the triton gRPC server to listen on for requests.
        Default is 8001.
    backend_config : string
        A backend-specific configuration.
        Following the pattern <backend_name>,<setting>=<value>.
        Where <backend_name> is the name of the backend, such as 'tensorflow'

    Yields
    ------
    client: tritonclient.InferenceServerClient
        The client connected to the Triton server.

    """
    if grpc_port == 0 or grpc_port is None:
        grpc_port = _get_random_free_port()
    grpc_url = f"{grpc_host}:{grpc_port}"

    try:
        with grpcclient.InferenceServerClient(grpc_url) as client:
            if client.is_server_ready():
                raise RuntimeError(f"Another tritonserver is already running on {grpc_url}")
    except tritonclient.utils.InferenceServerException:
        pass

    cmdline = [
        TRITON_SERVER_PATH,
        "--model-repository",
        model_repository,
        f"--backend-config={backend_config}",
        f"--grpc-port={grpc_port}",
        f"--grpc-address={grpc_host}",
        "--cuda-memory-pool-byte-size=0:536870912",
    ]
    env = os.environ.copy()
    env["CUDA_VISIBLE_DEVICES"] = "0"
    with subprocess.Popen(cmdline, env=env) as process:
        try:
            with grpcclient.InferenceServerClient(grpc_url) as client:
                # wait until server is ready
                time_ranges = [60, 120, 300]
                for seconds in time_ranges:
                    for _ in range(seconds):
                        if process.poll() is not None:
                            retcode = process.returncode





                          raise RuntimeError(f"Tritonserver failed to start (ret={retcode})")





E                               RuntimeError: Tritonserver failed to start (ret=1)


merlin/systems/triton/utils.py:82: RuntimeError

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


0%|          | 0/15 [00:00<?, ?it/s]

100%|██████████| 15/15 [00:00<00:00, 978.38it/s]

I1206 01:37:22.200138 20759 pinned_memory_manager.cc:240] Pinned memory pool is created at '0x7fcfa6000000' with size 268435456

I1206 01:37:22.200919 20759 cuda_memory_manager.cc:105] CUDA memory pool is created on device 0 with size 536870912

E1206 01:37:22.202151 20759 server.cc:209] Failed to finalize CUDA memory manager: CNMEM_STATUS_OUT_OF_MEMORY

I1206 01:37:22.204853 20759 model_lifecycle.cc:459] loading: executor_model:1

1206 01:37:25.191699 20798 pb_stub.cc:241] Failed to initialize Python stub for auto-complete: CUDARuntimeError: cudaErrorInitializationError: initialization error


At:

/usr/local/lib/python3.8/dist-packages/rmm/_cuda/gpu.py(101): getDeviceCount

/usr/local/lib/python3.8/dist-packages/cudf/utils/gpu_utils.py(55): validate_setup

/usr/local/lib/python3.8/dist-packages/cudf/init.py(5): 

(219): _call_with_frames_removed

(848): exec_module

(686): _load_unlocked

(975): _find_and_load_unlocked

(991): _find_and_load

/var/jenkins_home/workspace/merlin_systems/systems/.tox/test-gpu/lib/python3.8/site-packages/merlin/core/dispatch.py(51): 

(219): _call_with_frames_removed

(848): exec_module

(686): _load_unlocked

(975): _find_and_load_unlocked

(991): _find_and_load

/var/jenkins_home/workspace/merlin_systems/systems/.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/dictarray.py(21): 

(219): _call_with_frames_removed

(848): exec_module

(686): _load_unlocked

(975): _find_and_load_unlocked

(991): _find_and_load

/var/jenkins_home/workspace/merlin_systems/systems/.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/init.py(19): 

(219): _call_with_frames_removed

(848): exec_module

(686): _load_unlocked

(975): _find_and_load_unlocked

(991): _find_and_load

/tmp/pytest-of-jenkins/pytest-7/test_ensemble_AlternatingLeast1/executor_model/1/model.py(34): 

(219): _call_with_frames_removed

(848): exec_module

(686): _load_unlocked

(975): _find_and_load_unlocked

(991): _find_and_load


E1206 01:37:25.220571 20759 model_lifecycle.cc:596] failed to load 'executor_model' version 1: Internal: CUDARuntimeError: cudaErrorInitializationError: initialization error


At:

/usr/local/lib/python3.8/dist-packages/rmm/_cuda/gpu.py(101): getDeviceCount

/usr/local/lib/python3.8/dist-packages/cudf/utils/gpu_utils.py(55): validate_setup

/usr/local/lib/python3.8/dist-packages/cudf/init.py(5): 

(219): _call_with_frames_removed

(848): exec_module

(686): _load_unlocked

(975): _find_and_load_unlocked

(991): _find_and_load

/var/jenkins_home/workspace/merlin_systems/systems/.tox/test-gpu/lib/python3.8/site-packages/merlin/core/dispatch.py(51): 

(219): _call_with_frames_removed

(848): exec_module

(686): _load_unlocked

(975): _find_and_load_unlocked

(991): _find_and_load

/var/jenkins_home/workspace/merlin_systems/systems/.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/dictarray.py(21): 

(219): _call_with_frames_removed

(848): exec_module

(686): _load_unlocked

(975): _find_and_load_unlocked

(991): _find_and_load

/var/jenkins_home/workspace/merlin_systems/systems/.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/init.py(19): 

(219): _call_with_frames_removed

(848): exec_module

(686): _load_unlocked

(975): _find_and_load_unlocked

(991): _find_and_load

/tmp/pytest-of-jenkins/pytest-7/test_ensemble_AlternatingLeast1/executor_model/1/model.py(34): 

(219): _call_with_frames_removed

(848): exec_module

(686): _load_unlocked

(975): _find_and_load_unlocked

(991): _find_and_load


I1206 01:37:25.220792 20759 server.cc:561]

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

| Repository Agent | Path |

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

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


I1206 01:37:25.220901 20759 server.cc:588]

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

| Backend | Path                                                  | Config                                                                                                                                                        |

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

| 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"}} |

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


I1206 01:37:25.221080 20759 server.cc:631]

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

| Model          | Version | Status                                                                                                                                       |

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

| executor_model | 1       | UNAVAILABLE: Internal: CUDARuntimeError: cudaErrorInitializationError: initialization error                                                  |

|                |         |                                                                                                                                              |

|                |         | At:                                                                                                                                          |

|                |         |   /usr/local/lib/python3.8/dist-packages/rmm/_cuda/gpu.py(101): getDeviceCount                                                               |

|                |         |   /usr/local/lib/python3.8/dist-packages/cudf/utils/gpu_utils.py(55): validate_setup                                                         |

|                |         |   /usr/local/lib/python3.8/dist-packages/cudf/init.py(5):                                                                        |

|                |         |   (219): _call_with_frames_removed                                                                              |

|                |         |   (848): exec_module                                                                                   |

|                |         |   (686): _load_unlocked                                                                                         |

|                |         |   (975): _find_and_load_unlocked                                                                                |

|                |         |   (991): _find_and_load                                                                                         |

|                |         |   /var/jenkins_home/workspace/merlin_systems/systems/.tox/test-gpu/lib/python3.8/site-packages/merlin/core/dispatch.py(51):          |

|                |         |   (219): _call_with_frames_removed                                                                              |

|                |         |   (848): exec_module                                                                                   |

|                |         |   (686): _load_unlocked                                                                                         |

|                |         |   (975): _find_and_load_unlocked                                                                                |

|                |         |   (991): _find_and_load                                                                                         |

|                |         |   /var/jenkins_home/workspace/merlin_systems/systems/.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/dictarray.py(21):  |

|                |         |   (219): _call_with_frames_removed                                                                              |

|                |         |   (848): exec_module                                                                                   |

|                |         |   (686): _load_unlocked                                                                                         |

|                |         |   (975): _find_and_load_unlocked                                                                                |

|                |         |   (991): _find_and_load                                                                                         |

|                |         |   /var/jenkins_home/workspace/merlin_systems/systems/.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/init.py(19):   |

|                |         |   (219): _call_with_frames_removed                                                                              |

|                |         |   (848): exec_module                                                                                   |

|                |         |   (686): _load_unlocked                                                                                         |

|                |         |   (975): _find_and_load_unlocked                                                                                |

|                |         |   (991): _find_and_load                                                                                         |

|                |         |   /tmp/pytest-of-jenkins/pytest-7/test_ensemble_AlternatingLeast1/executor_model/1/model.py(34):                                     |

|                |         |   (219): _call_with_frames_removed                                                                              |

|                |         |   (848): exec_module                                                                                   |

|                |         |   (686): _load_unlocked                                                                                         |

|                |         |   (975): _find_and_load_unlocked                                                                                |

|                |         |   (991): _find_and_load                                                                                         |

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


I1206 01:37:25.285229 20759 metrics.cc:650] Collecting metrics for GPU 0: Tesla P100-DGXS-16GB

I1206 01:37:25.286071 20759 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/pytest-of-jenkins/pytest-7/test_ensemble_AlternatingLeast1                                                                                                                              |

| model_control_mode               | MODE_NONE                                                                                                                                                                                    |

| strict_model_config              | 0                                                                                                                                                                                            |

| rate_limit                       | OFF                                                                                                                                                                                          |

| pinned_memory_pool_byte_size     | 268435456                                                                                                                                                                                    |

| cuda_memory_pool_byte_size{0}    | 536870912                                                                                                                                                                                    |

| response_cache_byte_size         | 0                                                                                                                                                                                            |

| min_supported_compute_capability | 6.0                                                                                                                                                                                          |

| strict_readiness                 | 1                                                                                                                                                                                            |

| exit_timeout                     | 30                                                                                                                                                                                           |

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


I1206 01:37:25.286106 20759 server.cc:262] Waiting for in-flight requests to complete.

I1206 01:37:25.286113 20759 server.cc:278] Timeout 30: Found 0 model versions that have in-flight inferences

I1206 01:37:25.286119 20759 server.cc:293] All models are stopped, unloading models

I1206 01:37:25.286124 20759 server.cc:300] Timeout 30: Found 0 live models and 0 in-flight non-inference requests

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

W1206 01:37:26.305058 20759 metrics.cc:468] Unable to get energy consumption for GPU 0. Status:Success, value:0

_______________ test_ensemble[LogisticMatrixFactorization-None] ________________


model_cls = <function LogisticMatrixFactorization at 0x7fe55ec74c10>

runtime = None

tmpdir = local('/tmp/pytest-of-jenkins/pytest-7/test_ensemble_LogisticMatrixFa0')


@pytest.mark.skipif(not TRITON_SERVER_PATH, reason="triton server not found")
@pytest.mark.parametrize("runtime", [None, TritonExecutorRuntime()])
@pytest.mark.parametrize(
    "model_cls",
    [
        implicit.bpr.BayesianPersonalizedRanking,
        implicit.als.AlternatingLeastSquares,
        implicit.lmf.LogisticMatrixFactorization,
    ],
)
def test_ensemble(model_cls, runtime, tmpdir):
    model = model_cls()
    n = 100
    user_items = csr_matrix(np.random.choice([0, 1], size=n * n, p=[0.9, 0.1]).reshape(n, n))
    model.fit(user_items)

    num_to_recommend = np.random.randint(1, n)

    user_items = None
    ids, scores = model.recommend(
        [0, 1], user_items, N=num_to_recommend, filter_already_liked_items=False
    )

    implicit_op = PredictImplicit(model, num_to_recommend=num_to_recommend)

    input_schema = Schema([ColumnSchema("user_id", dtype="int64")])

    triton_chain = input_schema.column_names >> implicit_op

    triton_ens = Ensemble(triton_chain, input_schema)
    ensemble_config, _ = triton_ens.export(tmpdir, runtime=runtime)

    input_user_id = np.array([[0], [1]], dtype=np.int64)
    inputs = [
        grpcclient.InferInput(
            "user_id", input_user_id.shape, triton.np_to_triton_dtype(input_user_id.dtype)
        ),
    ]
    inputs[0].set_data_from_numpy(input_user_id)
    outputs = [grpcclient.InferRequestedOutput("scores"), grpcclient.InferRequestedOutput("ids")]

    response = None





  with run_triton_server(tmpdir) as client:





tests/unit/systems/ops/implicit/test_op.py:121:




/usr/lib/python3.8/contextlib.py:113: in enter

return next(self.gen)




model_repository = local('/tmp/pytest-of-jenkins/pytest-7/test_ensemble_LogisticMatrixFa0')


@contextlib.contextmanager
def run_triton_server(
    model_repository: str,
    *,
    grpc_host: str = "localhost",
    grpc_port: int = 8001,
    backend_config: str = "tensorflow,version=2",
):
    """This function starts up a Triton server instance and returns a client to it.

    Parameters
    ----------
    model_repository : string
        The path to the model repository directory.
    grpc_host : string
        The host address for the triton gRPC server to bind to.
        Default is localhost.
    grpc_port : int
        The port for the triton gRPC server to listen on for requests.
        Default is 8001.
    backend_config : string
        A backend-specific configuration.
        Following the pattern <backend_name>,<setting>=<value>.
        Where <backend_name> is the name of the backend, such as 'tensorflow'

    Yields
    ------
    client: tritonclient.InferenceServerClient
        The client connected to the Triton server.

    """
    if grpc_port == 0 or grpc_port is None:
        grpc_port = _get_random_free_port()
    grpc_url = f"{grpc_host}:{grpc_port}"

    try:
        with grpcclient.InferenceServerClient(grpc_url) as client:
            if client.is_server_ready():
                raise RuntimeError(f"Another tritonserver is already running on {grpc_url}")
    except tritonclient.utils.InferenceServerException:
        pass

    cmdline = [
        TRITON_SERVER_PATH,
        "--model-repository",
        model_repository,
        f"--backend-config={backend_config}",
        f"--grpc-port={grpc_port}",
        f"--grpc-address={grpc_host}",
        "--cuda-memory-pool-byte-size=0:536870912",
    ]
    env = os.environ.copy()
    env["CUDA_VISIBLE_DEVICES"] = "0"
    with subprocess.Popen(cmdline, env=env) as process:
        try:
            with grpcclient.InferenceServerClient(grpc_url) as client:
                # wait until server is ready
                time_ranges = [60, 120, 300]
                for seconds in time_ranges:
                    for _ in range(seconds):
                        if process.poll() is not None:
                            retcode = process.returncode





                          raise RuntimeError(f"Tritonserver failed to start (ret={retcode})")





E                               RuntimeError: Tritonserver failed to start (ret=1)


merlin/systems/triton/utils.py:82: RuntimeError

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


0%|          | 0/30 [00:00<?, ?it/s]

30%|███       | 9/30 [00:00<00:00, 86.04it/s]

60%|██████    | 18/30 [00:00<00:00, 83.79it/s]

90%|█████████ | 27/30 [00:00<00:00, 82.92it/s]

100%|██████████| 30/30 [00:00<00:00, 83.02it/s]

I1206 01:37:28.714152 20931 pinned_memory_manager.cc:240] Pinned memory pool is created at '0x7ffb04000000' with size 268435456

I1206 01:37:28.714960 20931 cuda_memory_manager.cc:105] CUDA memory pool is created on device 0 with size 536870912

E1206 01:37:28.716323 20931 server.cc:209] Failed to finalize CUDA memory manager: CNMEM_STATUS_OUT_OF_MEMORY

I1206 01:37:28.719044 20931 model_lifecycle.cc:459] loading: 0_predictimplicit:1

1206 01:37:31.642172 20970 pb_stub.cc:241] Failed to initialize Python stub for auto-complete: CUDARuntimeError: cudaErrorInitializationError: initialization error


At:

/usr/local/lib/python3.8/dist-packages/rmm/_cuda/gpu.py(101): getDeviceCount

/usr/local/lib/python3.8/dist-packages/cudf/utils/gpu_utils.py(55): validate_setup

/usr/local/lib/python3.8/dist-packages/cudf/init.py(5): 

(219): _call_with_frames_removed

(848): exec_module

(686): _load_unlocked

(975): _find_and_load_unlocked

(991): _find_and_load

/var/jenkins_home/workspace/merlin_systems/systems/.tox/test-gpu/lib/python3.8/site-packages/merlin/core/dispatch.py(51): 

(219): _call_with_frames_removed

(848): exec_module

(686): _load_unlocked

(975): _find_and_load_unlocked

(991): _find_and_load

/var/jenkins_home/workspace/merlin_systems/systems/.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/dictarray.py(21): 

(219): _call_with_frames_removed

(848): exec_module

(686): _load_unlocked

(975): _find_and_load_unlocked

(991): _find_and_load

/var/jenkins_home/workspace/merlin_systems/systems/.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/init.py(19): 

(219): _call_with_frames_removed

(848): exec_module

(686): _load_unlocked

(975): _find_and_load_unlocked

(991): _find_and_load

(219): _call_with_frames_removed

(961): _find_and_load_unlocked

(991): _find_and_load

/tmp/pytest-of-jenkins/pytest-7/test_ensemble_LogisticMatrixFa0/0_predictimplicit/1/model.py(34): 

(219): _call_with_frames_removed

(848): exec_module

(686): _load_unlocked

(975): _find_and_load_unlocked

(991): _find_and_load


E1206 01:37:31.673282 20931 model_lifecycle.cc:596] failed to load '0_predictimplicit' version 1: Internal: CUDARuntimeError: cudaErrorInitializationError: initialization error


At:

/usr/local/lib/python3.8/dist-packages/rmm/_cuda/gpu.py(101): getDeviceCount

/usr/local/lib/python3.8/dist-packages/cudf/utils/gpu_utils.py(55): validate_setup

/usr/local/lib/python3.8/dist-packages/cudf/init.py(5): 

(219): _call_with_frames_removed

(848): exec_module

(686): _load_unlocked

(975): _find_and_load_unlocked

(991): _find_and_load

/var/jenkins_home/workspace/merlin_systems/systems/.tox/test-gpu/lib/python3.8/site-packages/merlin/core/dispatch.py(51): 

(219): _call_with_frames_removed

(848): exec_module

(686): _load_unlocked

(975): _find_and_load_unlocked

(991): _find_and_load

/var/jenkins_home/workspace/merlin_systems/systems/.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/dictarray.py(21): 

(219): _call_with_frames_removed

(848): exec_module

(686): _load_unlocked

(975): _find_and_load_unlocked

(991): _find_and_load

/var/jenkins_home/workspace/merlin_systems/systems/.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/init.py(19): 

(219): _call_with_frames_removed

(848): exec_module

(686): _load_unlocked

(975): _find_and_load_unlocked

(991): _find_and_load

(219): _call_with_frames_removed

(961): _find_and_load_unlocked

(991): _find_and_load

/tmp/pytest-of-jenkins/pytest-7/test_ensemble_LogisticMatrixFa0/0_predictimplicit/1/model.py(34): 

(219): _call_with_frames_removed

(848): exec_module

(686): _load_unlocked

(975): _find_and_load_unlocked

(991): _find_and_load


E1206 01:37:31.673495 20931 model_repository_manager.cc:481] Invalid argument: ensemble 'ensemble_model' depends on '0_predictimplicit' which has no loaded version

I1206 01:37:31.673575 20931 server.cc:561]

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

| Repository Agent | Path |

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

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


I1206 01:37:31.673641 20931 server.cc:588]

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

| Backend | Path                                                  | Config                                                                                                                                                        |

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

| 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"}} |

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


I1206 01:37:31.673787 20931 server.cc:631]

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

| Model             | Version | Status                                                                                                                                       |

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

| 0_predictimplicit | 1       | UNAVAILABLE: Internal: CUDARuntimeError: cudaErrorInitializationError: initialization error                                                  |

|                   |         |                                                                                                                                              |

|                   |         | At:                                                                                                                                          |

|                   |         |   /usr/local/lib/python3.8/dist-packages/rmm/_cuda/gpu.py(101): getDeviceCount                                                               |

|                   |         |   /usr/local/lib/python3.8/dist-packages/cudf/utils/gpu_utils.py(55): validate_setup                                                         |

|                   |         |   /usr/local/lib/python3.8/dist-packages/cudf/init.py(5):                                                                        |

|                   |         |   (219): _call_with_frames_removed                                                                              |

|                   |         |   (848): exec_module                                                                                   |

|                   |         |   (686): _load_unlocked                                                                                         |

|                   |         |   (975): _find_and_load_unlocked                                                                                |

|                   |         |   (991): _find_and_load                                                                                         |

|                   |         |   /var/jenkins_home/workspace/merlin_systems/systems/.tox/test-gpu/lib/python3.8/site-packages/merlin/core/dispatch.py(51):          |

|                   |         |   (219): _call_with_frames_removed                                                                              |

|                   |         |   (848): exec_module                                                                                   |

|                   |         |   (686): _load_unlocked                                                                                         |

|                   |         |   (975): _find_and_load_unlocked                                                                                |

|                   |         |   (991): _find_and_load                                                                                         |

|                   |         |   /var/jenkins_home/workspace/merlin_systems/systems/.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/dictarray.py(21):  |

|                   |         |   (219): _call_with_frames_removed                                                                              |

|                   |         |   (848): exec_module                                                                                   |

|                   |         |   (686): _load_unlocked                                                                                         |

|                   |         |   (975): _find_and_load_unlocked                                                                                |

|                   |         |   (991): _find_and_load                                                                                         |

|                   |         |   /var/jenkins_home/workspace/merlin_systems/systems/.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/init.py(19):   |

|                   |         |   (219): _call_with_frames_removed                                                                              |

|                   |         |   (848): exec_module                                                                                   |

|                   |         |   (686): _load_unlocked                                                                                         |

|                   |         |   (975): _find_and_load_unlocked                                                                                |

|                   |         |   (991): _find_and_load                                                                                         |

|                   |         |   (219): _call_with_frames_removed                                                                              |

|                   |         |   (961): _find_and_load_unlocked                                                                                |

|                   |         |   (991): _find_and_load                                                                                         |

|                   |         |   /tmp/pytest-of-jenkins/pytest-7/test_ensemble_LogisticMatrixFa0/0_predictimplicit/1/model.py(34):                                  |

|                   |         |   (219): _call_with_frames_removed                                                                              |

|                   |         |   (848): exec_module                                                                                   |

|                   |         |   (686): _load_unlocked                                                                                         |

|                   |         |   (975): _find_and_load_unlocked                                                                                |

|                   |         |   (991): _find_and_load                                                                                         |

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


I1206 01:37:31.738580 20931 metrics.cc:650] Collecting metrics for GPU 0: Tesla P100-DGXS-16GB

I1206 01:37:31.739401 20931 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/pytest-of-jenkins/pytest-7/test_ensemble_LogisticMatrixFa0                                                                                                                              |

| model_control_mode               | MODE_NONE                                                                                                                                                                                    |

| strict_model_config              | 0                                                                                                                                                                                            |

| rate_limit                       | OFF                                                                                                                                                                                          |

| pinned_memory_pool_byte_size     | 268435456                                                                                                                                                                                    |

| cuda_memory_pool_byte_size{0}    | 536870912                                                                                                                                                                                    |

| response_cache_byte_size         | 0                                                                                                                                                                                            |

| min_supported_compute_capability | 6.0                                                                                                                                                                                          |

| strict_readiness                 | 1                                                                                                                                                                                            |

| exit_timeout                     | 30                                                                                                                                                                                           |

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


I1206 01:37:31.739438 20931 server.cc:262] Waiting for in-flight requests to complete.

I1206 01:37:31.739445 20931 server.cc:278] Timeout 30: Found 0 model versions that have in-flight inferences

I1206 01:37:31.739452 20931 server.cc:293] All models are stopped, unloading models

I1206 01:37:31.739458 20931 server.cc:300] Timeout 30: Found 0 live models and 0 in-flight non-inference requests

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

W1206 01:37:32.762186 20931 metrics.cc:468] Unable to get energy consumption for GPU 0. Status:Success, value:0

_____________ test_ensemble[LogisticMatrixFactorization-runtime1] ______________


model_cls = <function LogisticMatrixFactorization at 0x7fe55ec74c10>

runtime = <merlin.systems.dag.runtimes.triton.runtime.TritonExecutorRuntime object at 0x7fe455377610>

tmpdir = local('/tmp/pytest-of-jenkins/pytest-7/test_ensemble_LogisticMatrixFa1')


@pytest.mark.skipif(not TRITON_SERVER_PATH, reason="triton server not found")
@pytest.mark.parametrize("runtime", [None, TritonExecutorRuntime()])
@pytest.mark.parametrize(
    "model_cls",
    [
        implicit.bpr.BayesianPersonalizedRanking,
        implicit.als.AlternatingLeastSquares,
        implicit.lmf.LogisticMatrixFactorization,
    ],
)
def test_ensemble(model_cls, runtime, tmpdir):
    model = model_cls()
    n = 100
    user_items = csr_matrix(np.random.choice([0, 1], size=n * n, p=[0.9, 0.1]).reshape(n, n))
    model.fit(user_items)

    num_to_recommend = np.random.randint(1, n)

    user_items = None
    ids, scores = model.recommend(
        [0, 1], user_items, N=num_to_recommend, filter_already_liked_items=False
    )

    implicit_op = PredictImplicit(model, num_to_recommend=num_to_recommend)

    input_schema = Schema([ColumnSchema("user_id", dtype="int64")])

    triton_chain = input_schema.column_names >> implicit_op

    triton_ens = Ensemble(triton_chain, input_schema)
    ensemble_config, _ = triton_ens.export(tmpdir, runtime=runtime)

    input_user_id = np.array([[0], [1]], dtype=np.int64)
    inputs = [
        grpcclient.InferInput(
            "user_id", input_user_id.shape, triton.np_to_triton_dtype(input_user_id.dtype)
        ),
    ]
    inputs[0].set_data_from_numpy(input_user_id)
    outputs = [grpcclient.InferRequestedOutput("scores"), grpcclient.InferRequestedOutput("ids")]

    response = None





  with run_triton_server(tmpdir) as client:





tests/unit/systems/ops/implicit/test_op.py:121:




/usr/lib/python3.8/contextlib.py:113: in enter

return next(self.gen)




model_repository = local('/tmp/pytest-of-jenkins/pytest-7/test_ensemble_LogisticMatrixFa1')


@contextlib.contextmanager
def run_triton_server(
    model_repository: str,
    *,
    grpc_host: str = "localhost",
    grpc_port: int = 8001,
    backend_config: str = "tensorflow,version=2",
):
    """This function starts up a Triton server instance and returns a client to it.

    Parameters
    ----------
    model_repository : string
        The path to the model repository directory.
    grpc_host : string
        The host address for the triton gRPC server to bind to.
        Default is localhost.
    grpc_port : int
        The port for the triton gRPC server to listen on for requests.
        Default is 8001.
    backend_config : string
        A backend-specific configuration.
        Following the pattern <backend_name>,<setting>=<value>.
        Where <backend_name> is the name of the backend, such as 'tensorflow'

    Yields
    ------
    client: tritonclient.InferenceServerClient
        The client connected to the Triton server.

    """
    if grpc_port == 0 or grpc_port is None:
        grpc_port = _get_random_free_port()
    grpc_url = f"{grpc_host}:{grpc_port}"

    try:
        with grpcclient.InferenceServerClient(grpc_url) as client:
            if client.is_server_ready():
                raise RuntimeError(f"Another tritonserver is already running on {grpc_url}")
    except tritonclient.utils.InferenceServerException:
        pass

    cmdline = [
        TRITON_SERVER_PATH,
        "--model-repository",
        model_repository,
        f"--backend-config={backend_config}",
        f"--grpc-port={grpc_port}",
        f"--grpc-address={grpc_host}",
        "--cuda-memory-pool-byte-size=0:536870912",
    ]
    env = os.environ.copy()
    env["CUDA_VISIBLE_DEVICES"] = "0"
    with subprocess.Popen(cmdline, env=env) as process:
        try:
            with grpcclient.InferenceServerClient(grpc_url) as client:
                # wait until server is ready
                time_ranges = [60, 120, 300]
                for seconds in time_ranges:
                    for _ in range(seconds):
                        if process.poll() is not None:
                            retcode = process.returncode





                          raise RuntimeError(f"Tritonserver failed to start (ret={retcode})")





E                               RuntimeError: Tritonserver failed to start (ret=1)


merlin/systems/triton/utils.py:82: RuntimeError

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


0%|          | 0/30 [00:00<?, ?it/s]

27%|██▋       | 8/30 [00:00<00:00, 78.41it/s]

53%|█████▎    | 16/30 [00:00<00:00, 73.64it/s]

80%|████████  | 24/30 [00:00<00:00, 71.90it/s]

100%|██████████| 30/30 [00:00<00:00, 73.04it/s]

I1206 01:37:35.313079 21018 pinned_memory_manager.cc:240] Pinned memory pool is created at '0x7ff4d6000000' with size 268435456

I1206 01:37:35.313824 21018 cuda_memory_manager.cc:105] CUDA memory pool is created on device 0 with size 536870912

I1206 01:37:35.317377 21018 model_lifecycle.cc:459] loading: executor_model:1

1206 01:37:38.307071 21057 pb_stub.cc:241] Failed to initialize Python stub for auto-complete: CUDARuntimeError: cudaErrorInitializationError: initialization error


At:

/usr/local/lib/python3.8/dist-packages/rmm/_cuda/gpu.py(101): getDeviceCount

/usr/local/lib/python3.8/dist-packages/cudf/utils/gpu_utils.py(55): validate_setup

/usr/local/lib/python3.8/dist-packages/cudf/init.py(5): 

(219): _call_with_frames_removed

(848): exec_module

(686): _load_unlocked

(975): _find_and_load_unlocked

(991): _find_and_load

/var/jenkins_home/workspace/merlin_systems/systems/.tox/test-gpu/lib/python3.8/site-packages/merlin/core/dispatch.py(51): 

(219): _call_with_frames_removed

(848): exec_module

(686): _load_unlocked

(975): _find_and_load_unlocked

(991): _find_and_load

/var/jenkins_home/workspace/merlin_systems/systems/.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/dictarray.py(21): 

(219): _call_with_frames_removed

(848): exec_module

(686): _load_unlocked

(975): _find_and_load_unlocked

(991): _find_and_load

/var/jenkins_home/workspace/merlin_systems/systems/.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/init.py(19): 

(219): _call_with_frames_removed

(848): exec_module

(686): _load_unlocked

(975): _find_and_load_unlocked

(991): _find_and_load

/tmp/pytest-of-jenkins/pytest-7/test_ensemble_LogisticMatrixFa1/executor_model/1/model.py(34): 

(219): _call_with_frames_removed

(848): exec_module

(686): _load_unlocked

(975): _find_and_load_unlocked

(991): _find_and_load


E1206 01:37:38.336534 21018 model_lifecycle.cc:596] failed to load 'executor_model' version 1: Internal: CUDARuntimeError: cudaErrorInitializationError: initialization error


At:

/usr/local/lib/python3.8/dist-packages/rmm/_cuda/gpu.py(101): getDeviceCount

/usr/local/lib/python3.8/dist-packages/cudf/utils/gpu_utils.py(55): validate_setup

/usr/local/lib/python3.8/dist-packages/cudf/init.py(5): 

(219): _call_with_frames_removed

(848): exec_module

(686): _load_unlocked

(975): _find_and_load_unlocked

(991): _find_and_load

/var/jenkins_home/workspace/merlin_systems/systems/.tox/test-gpu/lib/python3.8/site-packages/merlin/core/dispatch.py(51): 

(219): _call_with_frames_removed

(848): exec_module

(686): _load_unlocked

(975): _find_and_load_unlocked

(991): _find_and_load

/var/jenkins_home/workspace/merlin_systems/systems/.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/dictarray.py(21): 

(219): _call_with_frames_removed

(848): exec_module

(686): _load_unlocked

(975): _find_and_load_unlocked

(991): _find_and_load

/var/jenkins_home/workspace/merlin_systems/systems/.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/init.py(19): 

(219): _call_with_frames_removed

(848): exec_module

(686): _load_unlocked

(975): _find_and_load_unlocked

(991): _find_and_load

/tmp/pytest-of-jenkins/pytest-7/test_ensemble_LogisticMatrixFa1/executor_model/1/model.py(34): 

(219): _call_with_frames_removed

(848): exec_module

(686): _load_unlocked

(975): _find_and_load_unlocked

(991): _find_and_load


I1206 01:37:38.336753 21018 server.cc:561]

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

| Repository Agent | Path |

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

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


I1206 01:37:38.336851 21018 server.cc:588]

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

| Backend | Path                                                  | Config                                                                                                                                                        |

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

| 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"}} |

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


I1206 01:37:38.337022 21018 server.cc:631]

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

| Model          | Version | Status                                                                                                                                       |

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

| executor_model | 1       | UNAVAILABLE: Internal: CUDARuntimeError: cudaErrorInitializationError: initialization error                                                  |

|                |         |                                                                                                                                              |

|                |         | At:                                                                                                                                          |

|                |         |   /usr/local/lib/python3.8/dist-packages/rmm/_cuda/gpu.py(101): getDeviceCount                                                               |

|                |         |   /usr/local/lib/python3.8/dist-packages/cudf/utils/gpu_utils.py(55): validate_setup                                                         |

|                |         |   /usr/local/lib/python3.8/dist-packages/cudf/init.py(5):                                                                        |

|                |         |   (219): _call_with_frames_removed                                                                              |

|                |         |   (848): exec_module                                                                                   |

|                |         |   (686): _load_unlocked                                                                                         |

|                |         |   (975): _find_and_load_unlocked                                                                                |

|                |         |   (991): _find_and_load                                                                                         |

|                |         |   /var/jenkins_home/workspace/merlin_systems/systems/.tox/test-gpu/lib/python3.8/site-packages/merlin/core/dispatch.py(51):          |

|                |         |   (219): _call_with_frames_removed                                                                              |

|                |         |   (848): exec_module                                                                                   |

|                |         |   (686): _load_unlocked                                                                                         |

|                |         |   (975): _find_and_load_unlocked                                                                                |

|                |         |   (991): _find_and_load                                                                                         |

|                |         |   /var/jenkins_home/workspace/merlin_systems/systems/.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/dictarray.py(21):  |

|                |         |   (219): _call_with_frames_removed                                                                              |

|                |         |   (848): exec_module                                                                                   |

|                |         |   (686): _load_unlocked                                                                                         |

|                |         |   (975): _find_and_load_unlocked                                                                                |

|                |         |   (991): _find_and_load                                                                                         |

|                |         |   /var/jenkins_home/workspace/merlin_systems/systems/.tox/test-gpu/lib/python3.8/site-packages/merlin/systems/dag/init.py(19):   |

|                |         |   (219): _call_with_frames_removed                                                                              |

|                |         |   (848): exec_module                                                                                   |

|                |         |   (686): _load_unlocked                                                                                         |

|                |         |   (975): _find_and_load_unlocked                                                                                |

|                |         |   (991): _find_and_load                                                                                         |

|                |         |   /tmp/pytest-of-jenkins/pytest-7/test_ensemble_LogisticMatrixFa1/executor_model/1/model.py(34):                                     |

|                |         |   (219): _call_with_frames_removed                                                                              |

|                |         |   (848): exec_module                                                                                   |

|                |         |   (686): _load_unlocked                                                                                         |

|                |         |   (975): _find_and_load_unlocked                                                                                |

|                |         |   (991): _find_and_load                                                                                         |

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


I1206 01:37:38.404183 21018 metrics.cc:650] Collecting metrics for GPU 0: Tesla P100-DGXS-16GB

I1206 01:37:38.405073 21018 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/pytest-of-jenkins/pytest-7/test_ensemble_LogisticMatrixFa1                                                                                                                              |

| model_control_mode               | MODE_NONE                                                                                                                                                                                    |

| strict_model_config              | 0                                                                                                                                                                                            |

| rate_limit                       | OFF                                                                                                                                                                                          |

| pinned_memory_pool_byte_size     | 268435456                                                                                                                                                                                    |

| cuda_memory_pool_byte_size{0}    | 536870912                                                                                                                                                                                    |

| response_cache_byte_size         | 0                                                                                                                                                                                            |

| min_supported_compute_capability | 6.0                                                                                                                                                                                          |

| strict_readiness                 | 1                                                                                                                                                                                            |

| exit_timeout                     | 30                                                                                                                                                                                           |

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


I1206 01:37:38.405108 21018 server.cc:262] Waiting for in-flight requests to complete.

I1206 01:37:38.405115 21018 server.cc:278] Timeout 30: Found 0 model versions that have in-flight inferences

I1206 01:37:38.405122 21018 server.cc:293] All models are stopped, unloading models

I1206 01:37:38.405128 21018 server.cc:300] Timeout 30: Found 0 live models and 0 in-flight non-inference requests

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

W1206 01:37:39.429090 21018 metrics.cc:468] Unable to get energy consumption for GPU 0. Status:Success, value:0

=============================== warnings summary ===============================

../../../../../usr/local/lib/python3.8/dist-packages/dask_cudf/core.py:33

/usr/local/lib/python3.8/dist-packages/dask_cudf/core.py:33: DeprecationWarning: distutils Version classes are deprecated. Use packaging.version instead.

DASK_VERSION = LooseVersion(dask.version)


.tox/test-gpu/lib/python3.8/site-packages/setuptools/_distutils/version.py:346: 35 warnings

/var/jenkins_home/workspace/merlin_systems/systems/.tox/test-gpu/lib/python3.8/site-packages/setuptools/_distutils/version.py:346: DeprecationWarning: distutils Version classes are deprecated. Use packaging.version instead.

other = LooseVersion(other)


../../../.local/lib/python3.8/site-packages/nvtabular/framework_utils/init.py:18

/var/jenkins_home/.local/lib/python3.8/site-packages/nvtabular/framework_utils/init.py:18: DeprecationWarning: The nvtabular.framework_utils module is being replaced by the Merlin Models library. Support for importing from nvtabular.framework_utils is deprecated, and will be removed in a future version. Please consider using the models and layers from Merlin Models instead.

warnings.warn(


../../../../../usr/local/lib/python3.8/dist-packages/faiss/loader.py:28

/usr/local/lib/python3.8/dist-packages/faiss/loader.py:28: DeprecationWarning: distutils Version classes are deprecated. Use packaging.version instead.

if LooseVersion(numpy.version) >= "1.19":


tests/unit/test_export.py::test_export_run_ensemble_triton[tensorflow-parquet]

/var/jenkins_home/workspace/merlin_systems/systems/merlin/systems/triton/export.py:304: UserWarning: Column x is being generated by NVTabular workflow  but is unused in test_name_tf model

warnings.warn(


tests/unit/test_export.py::test_export_run_ensemble_triton[tensorflow-parquet]

/var/jenkins_home/workspace/merlin_systems/systems/merlin/systems/triton/export.py:304: UserWarning: Column y is being generated by NVTabular workflow  but is unused in test_name_tf model

warnings.warn(


tests/unit/test_export.py::test_export_run_ensemble_triton[tensorflow-parquet]

/var/jenkins_home/workspace/merlin_systems/systems/merlin/systems/triton/export.py:304: UserWarning: Column id is being generated by NVTabular workflow  but is unused in test_name_tf model

warnings.warn(


tests/unit/examples/test_serving_ranking_models_with_merlin_systems.py::test_example_04_exporting_ranking_models

tests/unit/examples/test_serving_ranking_models_with_merlin_systems.py::test_example_04_exporting_ranking_models

/var/jenkins_home/workspace/merlin_systems/systems/.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/tags.py:148: UserWarning: Compound tags like Tags.USER_ID have been deprecated and will be removed in a future version. Please use the atomic versions of these tags, like [<Tags.USER: 'user'>, <Tags.ID: 'id'>].

warnings.warn(


tests/unit/examples/test_serving_ranking_models_with_merlin_systems.py::test_example_04_exporting_ranking_models

tests/unit/examples/test_serving_ranking_models_with_merlin_systems.py::test_example_04_exporting_ranking_models

/var/jenkins_home/workspace/merlin_systems/systems/.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/tags.py:148: UserWarning: Compound tags like Tags.ITEM_ID have been deprecated and will be removed in a future version. Please use the atomic versions of these tags, like [<Tags.ITEM: 'item'>, <Tags.ID: 'id'>].

warnings.warn(


tests/unit/systems/dag/runtimes/local/ops/torch/test_op.py::test_pytorch_op_serving[runtime0-True-True]

tests/unit/systems/dag/runtimes/local/ops/torch/test_op.py::test_pytorch_op_serving_python[runtime0-True-True]

tests/unit/systems/dag/runtimes/triton/ops/torch/test_op.py::test_pytorch_op_serving[runtime0-None-ensemble_model-True-True]

tests/unit/systems/dag/runtimes/triton/ops/torch/test_op.py::test_pytorch_op_serving[runtime1-None-executor_model-True-True]

tests/unit/systems/dag/runtimes/triton/ops/torch/test_op.py::test_pytorch_op_serving_python[runtime0-None-ensemble_model-True-True]

tests/unit/systems/dag/runtimes/triton/ops/torch/test_op.py::test_pytorch_op_serving_python[runtime1-None-executor_model-True-True]

/usr/local/lib/python3.8/dist-packages/torch/serialization.py:707: UserWarning: 'torch.load' received a zip file that looks like a TorchScript archive dispatching to 'torch.jit.load' (call 'torch.jit.load' directly to silence this warning)

warnings.warn("'torch.load' received a zip file that looks like a TorchScript archive"


tests/unit/systems/dag/runtimes/triton/ops/fil/test_lightgbm_triton.py: 4 warnings

tests/unit/systems/dag/runtimes/triton/ops/fil/test_sklearn_triton.py: 4 warnings

tests/unit/systems/dag/runtimes/triton/ops/fil/test_xgboost_triton.py: 4 warnings

/var/jenkins_home/.local/lib/python3.8/site-packages/pandas/core/arraylike.py:364: RuntimeWarning: invalid value encountered in log

result = getattr(ufunc, method)(*inputs, **kwargs)


tests/unit/systems/dag/runtimes/triton/ops/fil/test_sklearn_triton.py::test_sklearn_regressor_forest_inference[runtime0-None-ensemble_model]

tests/unit/systems/dag/runtimes/triton/ops/fil/test_sklearn_triton.py::test_sklearn_regressor_forest_inference[runtime1-None-executor_model]

tests/unit/systems/dag/runtimes/triton/ops/fil/test_sklearn_triton.py::test_sklearn_classify_forest_inference[runtime0-None-ensemble_model]

tests/unit/systems/dag/runtimes/triton/ops/fil/test_sklearn_triton.py::test_sklearn_classify_forest_inference[runtime1-None-executor_model]

tests/unit/systems/ops/fil/test_op.py::test_binary_classifier_default[sklearn_forest_classifier-get_model_params4]

tests/unit/systems/ops/fil/test_op.py::test_binary_classifier_with_proba[sklearn_forest_classifier-get_model_params4]

tests/unit/systems/ops/fil/test_op.py::test_multi_classifier[sklearn_forest_classifier-get_model_params4]

tests/unit/systems/ops/fil/test_op.py::test_regressor[sklearn_forest_regressor-get_model_params4]

tests/unit/systems/ops/fil/test_op.py::test_model_file[sklearn_forest_regressor-checkpoint.tl]

/usr/local/lib/python3.8/dist-packages/sklearn/utils/deprecation.py:103: FutureWarning: Attribute n_features_ was deprecated in version 1.0 and will be removed in 1.2. Use n_features_in_ instead.

warnings.warn(msg, category=FutureWarning)


tests/unit/systems/ops/feast/test_op.py::test_feast_from_feature_view

/usr/local/lib/python3.8/dist-packages/feast/feature_view.py:100: DeprecationWarning: The argument 'input' is being deprecated. Please use 'batch_source' instead. Feast 0.13 and onwards will not support the argument 'input'.

warnings.warn(


tests/unit/systems/ops/fil/test_forest.py::test_export_merlin_models

/usr/local/lib/python3.8/dist-packages/xgboost/dask.py:884: RuntimeWarning: coroutine 'Client._wait_for_workers' was never awaited

client.wait_for_workers(n_workers)

Enable tracemalloc to get traceback where the object was allocated.

See https://docs.pytest.org/en/stable/how-to/capture-warnings.html#resource-warnings for more info.


tests/unit/systems/ops/implicit/test_op.py::test_reload_from_config[AlternatingLeastSquares]

/usr/local/lib/python3.8/dist-packages/implicit/utils.py:28: UserWarning: OpenBLAS detected. Its highly recommend to set the environment variable 'export OPENBLAS_NUM_THREADS=1' to disable its internal multithreading

warnings.warn(


-- Docs: https://docs.pytest.org/en/stable/how-to/capture-warnings.html


---------- coverage: platform linux, python 3.8.10-final-0 -----------

Name                                                   Stmts   Miss  Cover


merlin/systems/init.py                                 6      0   100%

merlin/systems/_version.py                               354    205    42%

merlin/systems/dag/init.py                             4      0   100%

merlin/systems/dag/dictarray.py                          134     46    66%

merlin/systems/dag/ensemble.py                            46      1    98%

merlin/systems/dag/node.py                                23      1    96%

merlin/systems/dag/op_runner.py                           26      1    96%

merlin/systems/dag/ops/init.py                        11      0   100%

merlin/systems/dag/ops/compat.py                          32      8    75%

merlin/systems/dag/ops/faiss.py                           77     23    70%

merlin/systems/dag/ops/feast.py                          118      7    94%

merlin/systems/dag/ops/fil.py                            211     56    73%

merlin/systems/dag/ops/implicit.py                        72     13    82%

merlin/systems/dag/ops/operator.py                        79      6    92%

merlin/systems/dag/ops/pytorch.py                         43      0   100%

merlin/systems/dag/ops/session_filter.py                  45      7    84%

merlin/systems/dag/ops/softmax_sampling.py                51     17    67%

merlin/systems/dag/ops/tensorflow.py                      67      7    90%

merlin/systems/dag/ops/unroll_features.py                 50     50     0%

merlin/systems/dag/ops/workflow.py                        29      4    86%

merlin/systems/dag/runtimes/init.py                    1      0   100%

merlin/systems/dag/runtimes/base_runtime.py               11      1    91%

merlin/systems/dag/runtimes/triton/init.py             1      0   100%

merlin/systems/dag/runtimes/triton/ops/init.py         0      0   100%

merlin/systems/dag/runtimes/triton/ops/fil.py             95     13    86%

merlin/systems/dag/runtimes/triton/ops/operator.py        11      0   100%

merlin/systems/dag/runtimes/triton/ops/pytorch.py         62      7    89%

merlin/systems/dag/runtimes/triton/ops/tensorflow.py      53      5    91%

merlin/systems/dag/runtimes/triton/ops/workflow.py        47     15    68%

merlin/systems/dag/runtimes/triton/runtime.py            157     11    93%

merlin/systems/model_registry.py                          16      1    94%

merlin/systems/triton/init.py                         49     17    65%

merlin/systems/triton/conversions.py                     143    120    16%

merlin/systems/triton/export.py                          268    155    42%

merlin/systems/triton/models/init.py                   0      0   100%

merlin/systems/triton/models/executor_model.py            35     35     0%

merlin/systems/triton/models/oprunner_model.py            33     33     0%

merlin/systems/triton/models/pytorch_model.py            105    105     0%

merlin/systems/triton/models/workflow_model.py            53     53     0%

merlin/systems/triton/utils.py                            72     12    83%

merlin/systems/workflow/init.py                       22      5    77%

merlin/systems/workflow/base.py                          113    113     0%

merlin/systems/workflow/hugectr.py                        37     37     0%

merlin/systems/workflow/pytorch.py                        10     10     0%

merlin/systems/workflow/tensorflow.py                     32     32     0%


TOTAL                                                   2904   1232    58%


=========== 4 failed, 108 passed, 75 warnings in 1870.05s (0:31:10) ============

ERROR: InvocationError for command /var/jenkins_home/workspace/merlin_systems/systems/.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/systems/issues/$ghprbPullId/comments" "/var/jenkins_home/jobs/$JOB_NAME/builds/$BUILD_NUMBER/log"

[workspace] $ /bin/bash /tmp/jenkins13017096108767422191.sh

@jperez999
Copy link
Collaborator Author

rerun tests

@nvidia-merlin-bot
Copy link

Click to view CI Results
GitHub pull request #247 of commit c439ca542c989209fd86c1f4bec4bd8076d202fd, no merge conflicts.
GitHub pull request #247 of commit c439ca542c989209fd86c1f4bec4bd8076d202fd, no merge conflicts.
Running as SYSTEM
Setting status of c439ca542c989209fd86c1f4bec4bd8076d202fd to PENDING with url http://merlin-infra1.nvidia.com:8080/job/merlin_systems/577/ and message: 'Pending'
Using context: Jenkins
Building on the built-in node in workspace /var/jenkins_home/jobs/merlin_systems/workspace
using credential fce1c729-5d7c-48e8-90cb-b0c314b1076e
 > 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/systems # timeout=10
Fetching upstream changes from https://github.com/NVIDIA-Merlin/systems
 > git --version # timeout=10
using GIT_ASKPASS to set credentials login for merlin-systems user + githubtoken
 > git fetch --tags --force --progress -- https://github.com/NVIDIA-Merlin/systems +refs/pull/247/*:refs/remotes/origin/pr/247/* # timeout=10
 > git rev-parse c439ca542c989209fd86c1f4bec4bd8076d202fd^{commit} # timeout=10
Checking out Revision c439ca542c989209fd86c1f4bec4bd8076d202fd (detached)
 > git config core.sparsecheckout # timeout=10
 > git checkout -f c439ca542c989209fd86c1f4bec4bd8076d202fd # timeout=10
Commit message: "Merge branch 'main' into dictarray-to-from-df"
 > git rev-list --no-walk e8c66135248b1a86138a9e650a043c699e657df8 # timeout=10
[workspace] $ /bin/bash /tmp/jenkins8001114369836602993.sh
PYTHONPATH=:/usr/local/lib/python3.8/dist-packages/:/usr/local/hugectr/lib:/var/jenkins_home/workspace/merlin_systems/systems
GLOB sdist-make: /var/jenkins_home/workspace/merlin_systems/systems/setup.py
test-gpu recreate: /var/jenkins_home/workspace/merlin_systems/systems/.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_systems/systems/.tox/.tmp/package/2/merlin-systems-0.7.0+30.gc439ca5.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,alembic==1.8.1,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,autopage==0.5.1,awscli==1.27.22,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==1.29.22,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,cliff==4.1.0,cloudpickle==2.2.0,cmaes==0.9.0,cmake==3.24.1.1,cmd2==2.4.2,colorama==0.4.4,colorlog==6.7.0,contourpy==1.0.5,coverage==6.5.0,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==4.37.3,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,horovod==0.26.1,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==1.8.0,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,Mako==1.2.4,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-core==0.6.0+1.g5926fcf,merlin-models==0.7.0+11.g280956aa4,merlin-systems==0.7.0+30.gc439ca5,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,optuna==3.0.4,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,pbr==5.11.0,pexpect==4.8.0,pickleshare==0.7.5,Pillow==9.2.0,pkgutil_resolve_name==1.3.10,platformdirs==2.5.2,plotly==5.11.0,pluggy==1.0.0,prettytable==3.5.0,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,pyperclip==1.8.2,pyrsistent==0.18.1,pytest==7.1.3,pytest-cov==4.0.0,pytest-xdist==3.1.0,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==1.8.1,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==5.3.0,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==1.4.44,stack-data==0.5.0,starlette==0.20.4,stevedore==4.1.1,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==2.9.2,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='233404160'
test-gpu run-test: commands[0] | 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-kn4bcrap
  Running command git clone --filter=blob:none --quiet https://github.com/NVIDIA-Merlin/core.git /tmp/pip-req-build-kn4bcrap
  Resolved https://github.com/NVIDIA-Merlin/core.git to commit 4f73ff5bd4121c1acaabdc01a123af4f986ffc78
  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: numba>=0.54 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core==0.9.0+14.g4f73ff5) (0.55.1)
Requirement already satisfied: packaging in /usr/local/lib/python3.8/dist-packages (from merlin-core==0.9.0+14.g4f73ff5) (21.3)
Requirement already satisfied: tensorflow-metadata>=1.2.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core==0.9.0+14.g4f73ff5) (1.10.0)
Requirement already satisfied: fsspec==2022.5.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core==0.9.0+14.g4f73ff5) (2022.5.0)
Requirement already satisfied: betterproto<2.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core==0.9.0+14.g4f73ff5) (1.2.5)
Requirement already satisfied: distributed>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core==0.9.0+14.g4f73ff5) (2022.3.0)
Requirement already satisfied: tqdm>=4.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core==0.9.0+14.g4f73ff5) (4.64.1)
Requirement already satisfied: protobuf>=3.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core==0.9.0+14.g4f73ff5) (3.19.5)
Requirement already satisfied: dask>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (1.3.5)
Requirement already satisfied: pyarrow>=5.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core==0.9.0+14.g4f73ff5) (7.0.0)
Requirement already satisfied: grpclib in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core==0.9.0+14.g4f73ff5) (0.4.3)
Requirement already satisfied: stringcase in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (5.4.1)
Requirement already satisfied: cloudpickle>=1.1.1 in /usr/local/lib/python3.8/dist-packages (from dask>=2022.3.0->merlin-core==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (0.12.0)
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==0.9.0+14.g4f73ff5) (1.2.0)
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==0.9.0+14.g4f73ff5) (2.0.0)
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==0.9.0+14.g4f73ff5) (1.7.0)
Requirement already satisfied: click>=6.6 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (5.8.0)
Requirement already satisfied: jinja2 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core==0.9.0+14.g4f73ff5) (3.1.2)
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==0.9.0+14.g4f73ff5) (6.1)
Requirement already satisfied: msgpack>=0.6.0 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (0.38.1)
Requirement already satisfied: setuptools in ./.tox/test-gpu/lib/python3.8/site-packages (from numba>=0.54->merlin-core==0.9.0+14.g4f73ff5) (65.5.1)
Requirement already satisfied: pyparsing!=3.0.5,>=2.0.2 in /usr/local/lib/python3.8/dist-packages (from packaging->merlin-core==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (4.1.0)
Requirement already satisfied: multidict in /usr/local/lib/python3.8/dist-packages (from grpclib->betterproto<2.0.0->merlin-core==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (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==0.9.0+14.g4f73ff5) (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-0.9.0+14.g4f73ff5-py3-none-any.whl size=119010 sha256=d836e14c922e7760ec374f57e518508e065e4934dbcc264494672263af64d439
  Stored in directory: /tmp/pip-ephem-wheel-cache-vdmg8kfq/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_systems/systems/.tox/test-gpu
    Can't uninstall 'merlin-core'. No files were found to uninstall.
Successfully installed merlin-core-0.9.0+14.g4f73ff5
test-gpu run-test: commands[1] | python -m pip install .
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Processing /var/jenkins_home/workspace/merlin_systems/systems
  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 /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-systems==0.7.0+30.gc439ca5) (1.1.1)
Requirement already satisfied: treelite-runtime==2.4.0 in ./.tox/test-gpu/lib/python3.8/site-packages (from merlin-systems==0.7.0+30.gc439ca5) (2.4.0)
Requirement already satisfied: treelite==2.4.0 in ./.tox/test-gpu/lib/python3.8/site-packages (from merlin-systems==0.7.0+30.gc439ca5) (2.4.0)
Requirement already satisfied: merlin-core>=0.2.0 in ./.tox/test-gpu/lib/python3.8/site-packages (from merlin-systems==0.7.0+30.gc439ca5) (0.9.0+14.g4f73ff5)
Requirement already satisfied: requests<3,>=2.10 in /usr/lib/python3/dist-packages (from merlin-systems==0.7.0+30.gc439ca5) (2.22.0)
Requirement already satisfied: numpy in /var/jenkins_home/.local/lib/python3.8/site-packages (from treelite==2.4.0->merlin-systems==0.7.0+30.gc439ca5) (1.20.3)
Requirement already satisfied: scipy in /usr/local/lib/python3.8/dist-packages (from treelite==2.4.0->merlin-systems==0.7.0+30.gc439ca5) (1.8.1)
Requirement already satisfied: numba>=0.54 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core>=0.2.0->merlin-systems==0.7.0+30.gc439ca5) (0.55.1)
Requirement already satisfied: packaging in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.7.0+30.gc439ca5) (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==0.7.0+30.gc439ca5) (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==0.7.0+30.gc439ca5) (2022.5.0)
Requirement already satisfied: betterproto<2.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.7.0+30.gc439ca5) (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==0.7.0+30.gc439ca5) (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==0.7.0+30.gc439ca5) (4.64.1)
Requirement already satisfied: protobuf>=3.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core>=0.2.0->merlin-systems==0.7.0+30.gc439ca5) (3.19.5)
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==0.7.0+30.gc439ca5) (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==0.7.0+30.gc439ca5) (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==0.7.0+30.gc439ca5) (7.0.0)
Requirement already satisfied: grpclib in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core>=0.2.0->merlin-systems==0.7.0+30.gc439ca5) (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==0.7.0+30.gc439ca5) (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==0.7.0+30.gc439ca5) (5.4.1)
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==0.7.0+30.gc439ca5) (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-systems==0.7.0+30.gc439ca5) (0.12.0)
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==0.7.0+30.gc439ca5) (1.2.0)
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==0.7.0+30.gc439ca5) (2.0.0)
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==0.7.0+30.gc439ca5) (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==0.7.0+30.gc439ca5) (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==0.7.0+30.gc439ca5) (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==0.7.0+30.gc439ca5) (5.8.0)
Requirement already satisfied: jinja2 in /usr/local/lib/python3.8/dist-packages (from distributed>=2022.3.0->merlin-core>=0.2.0->merlin-systems==0.7.0+30.gc439ca5) (3.1.2)
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==0.7.0+30.gc439ca5) (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-systems==0.7.0+30.gc439ca5) (1.0.4)
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==0.7.0+30.gc439ca5) (0.38.1)
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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==0.7.0+30.gc439ca5) (3.0.9)
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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==0.7.0+30.gc439ca5) (2022.2.1)
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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==0.7.0+30.gc439ca5) (4.0.0)
Building wheels for collected packages: merlin-systems
  Building wheel for merlin-systems (pyproject.toml): started
  Building wheel for merlin-systems (pyproject.toml): finished with status 'done'
  Created wheel for merlin-systems: filename=merlin_systems-0.7.0+30.gc439ca5-py3-none-any.whl size=140111 sha256=f3a878e9a387ec7f008c0677b7f2821a53f784763e8e947013353c4c5720405d
  Stored in directory: /tmp/pip-ephem-wheel-cache-2bkx2ep9/wheels/20/f3/c7/f7c2f6c257e882a60cdd173901b8757359446cf94a453e0811
Successfully built merlin-systems
Installing collected packages: merlin-systems
  Attempting uninstall: merlin-systems
    Found existing installation: merlin-systems 0.7.0+30.gc439ca5
    Uninstalling merlin-systems-0.7.0+30.gc439ca5:
      Successfully uninstalled merlin-systems-0.7.0+30.gc439ca5
Successfully installed merlin-systems-0.7.0+30.gc439ca5
test-gpu run-test: commands[2] | 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_systems/systems, configfile: pytest.ini
plugins: anyio-3.5.0, cov-4.0.0, xdist-3.1.0
collected 112 items

tests/unit/test_export.py .                                              [  0%]

tests/unit/examples/test_serving_an_implicit_model_with_merlin_systems.py . [  1%]

.                                                                        [  2%]

tests/unit/examples/test_serving_an_xgboost_model_with_merlin_systems.py . [  3%]

[  3%]

tests/unit/examples/test_serving_ranking_models_with_merlin_systems.py . [  4%]

[  4%]

tests/unit/systems/dag/test_ensemble.py .                                [  5%]

tests/unit/systems/dag/test_executors.py ...                             [  8%]

tests/unit/systems/dag/test_graph.py ..                                  [  9%]

tests/unit/systems/dag/test_model_registry.py ..                         [ 11%]

tests/unit/systems/dag/test_op_runner.py ....                            [ 15%]

tests/unit/systems/dag/ops/test_ops.py ..                                [ 16%]

tests/unit/systems/dag/runtimes/local/ops/torch/test_op.py ....          [ 20%]

tests/unit/systems/dag/runtimes/triton/test_triton.py .....              [ 25%]

tests/unit/systems/dag/runtimes/triton/ops/fil/test_lightgbm_triton.py . [ 25%]

...                                                                      [ 28%]

tests/unit/systems/dag/runtimes/triton/ops/fil/test_sklearn_triton.py .. [ 30%]

..                                                                       [ 32%]

tests/unit/systems/dag/runtimes/triton/ops/fil/test_xgboost_triton.py .. [ 33%]

..                                                                       [ 35%]

tests/unit/systems/dag/runtimes/triton/ops/torch/test_op.py ..........   [ 44%]

tests/unit/systems/dag/runtimes/triton/ops/workflow/test_ensemble.py ..  [ 46%]

tests/unit/systems/dag/runtimes/triton/ops/workflow/test_op.py ..        [ 48%]

tests/unit/systems/ops/faiss/test_executor.py .                          [ 49%]

tests/unit/systems/ops/feast/test_op.py ......                           [ 54%]

tests/unit/systems/ops/fil/test_ensemble.py .                            [ 55%]

tests/unit/systems/ops/fil/test_forest.py ....                           [ 58%]

tests/unit/systems/ops/fil/test_op.py ..........................         [ 82%]

tests/unit/systems/ops/implicit/test_executor.py ...                     [ 84%]

tests/unit/systems/ops/implicit/test_op.py .........                     [ 92%]

tests/unit/systems/ops/tf/test_ensemble.py ....                          [ 96%]

tests/unit/systems/ops/tf/test_op.py ....                                [100%]


=============================== warnings summary ===============================

../../../../../usr/local/lib/python3.8/dist-packages/dask_cudf/core.py:33

/usr/local/lib/python3.8/dist-packages/dask_cudf/core.py:33: DeprecationWarning: distutils Version classes are deprecated. Use packaging.version instead.

DASK_VERSION = LooseVersion(dask.version)


.tox/test-gpu/lib/python3.8/site-packages/setuptools/_distutils/version.py:346: 35 warnings

/var/jenkins_home/workspace/merlin_systems/systems/.tox/test-gpu/lib/python3.8/site-packages/setuptools/_distutils/version.py:346: DeprecationWarning: distutils Version classes are deprecated. Use packaging.version instead.

other = LooseVersion(other)


../../../.local/lib/python3.8/site-packages/nvtabular/framework_utils/init.py:18

/var/jenkins_home/.local/lib/python3.8/site-packages/nvtabular/framework_utils/init.py:18: DeprecationWarning: The nvtabular.framework_utils module is being replaced by the Merlin Models library. Support for importing from nvtabular.framework_utils is deprecated, and will be removed in a future version. Please consider using the models and layers from Merlin Models instead.

warnings.warn(


../../../../../usr/local/lib/python3.8/dist-packages/faiss/loader.py:28

/usr/local/lib/python3.8/dist-packages/faiss/loader.py:28: DeprecationWarning: distutils Version classes are deprecated. Use packaging.version instead.

if LooseVersion(numpy.version) >= "1.19":


tests/unit/test_export.py::test_export_run_ensemble_triton[tensorflow-parquet]

/var/jenkins_home/workspace/merlin_systems/systems/merlin/systems/triton/export.py:304: UserWarning: Column x is being generated by NVTabular workflow  but is unused in test_name_tf model

warnings.warn(


tests/unit/test_export.py::test_export_run_ensemble_triton[tensorflow-parquet]

/var/jenkins_home/workspace/merlin_systems/systems/merlin/systems/triton/export.py:304: UserWarning: Column y is being generated by NVTabular workflow  but is unused in test_name_tf model

warnings.warn(


tests/unit/test_export.py::test_export_run_ensemble_triton[tensorflow-parquet]

/var/jenkins_home/workspace/merlin_systems/systems/merlin/systems/triton/export.py:304: UserWarning: Column id is being generated by NVTabular workflow  but is unused in test_name_tf model

warnings.warn(


tests/unit/examples/test_serving_ranking_models_with_merlin_systems.py::test_example_04_exporting_ranking_models

tests/unit/examples/test_serving_ranking_models_with_merlin_systems.py::test_example_04_exporting_ranking_models

/var/jenkins_home/workspace/merlin_systems/systems/.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/tags.py:148: UserWarning: Compound tags like Tags.USER_ID have been deprecated and will be removed in a future version. Please use the atomic versions of these tags, like [<Tags.USER: 'user'>, <Tags.ID: 'id'>].

warnings.warn(


tests/unit/examples/test_serving_ranking_models_with_merlin_systems.py::test_example_04_exporting_ranking_models

tests/unit/examples/test_serving_ranking_models_with_merlin_systems.py::test_example_04_exporting_ranking_models

/var/jenkins_home/workspace/merlin_systems/systems/.tox/test-gpu/lib/python3.8/site-packages/merlin/schema/tags.py:148: UserWarning: Compound tags like Tags.ITEM_ID have been deprecated and will be removed in a future version. Please use the atomic versions of these tags, like [<Tags.ITEM: 'item'>, <Tags.ID: 'id'>].

warnings.warn(


tests/unit/systems/dag/runtimes/local/ops/torch/test_op.py::test_pytorch_op_serving[runtime0-True-True]

tests/unit/systems/dag/runtimes/local/ops/torch/test_op.py::test_pytorch_op_serving_python[runtime0-True-True]

tests/unit/systems/dag/runtimes/triton/ops/torch/test_op.py::test_pytorch_op_serving[runtime0-None-ensemble_model-True-True]

tests/unit/systems/dag/runtimes/triton/ops/torch/test_op.py::test_pytorch_op_serving[runtime1-None-executor_model-True-True]

tests/unit/systems/dag/runtimes/triton/ops/torch/test_op.py::test_pytorch_op_serving_python[runtime0-None-ensemble_model-True-True]

tests/unit/systems/dag/runtimes/triton/ops/torch/test_op.py::test_pytorch_op_serving_python[runtime1-None-executor_model-True-True]

/usr/local/lib/python3.8/dist-packages/torch/serialization.py:707: UserWarning: 'torch.load' received a zip file that looks like a TorchScript archive dispatching to 'torch.jit.load' (call 'torch.jit.load' directly to silence this warning)

warnings.warn("'torch.load' received a zip file that looks like a TorchScript archive"


tests/unit/systems/dag/runtimes/triton/ops/fil/test_lightgbm_triton.py: 4 warnings

tests/unit/systems/dag/runtimes/triton/ops/fil/test_sklearn_triton.py: 4 warnings

tests/unit/systems/dag/runtimes/triton/ops/fil/test_xgboost_triton.py: 4 warnings

/var/jenkins_home/.local/lib/python3.8/site-packages/pandas/core/arraylike.py:364: RuntimeWarning: invalid value encountered in log

result = getattr(ufunc, method)(*inputs, **kwargs)


tests/unit/systems/dag/runtimes/triton/ops/fil/test_sklearn_triton.py::test_sklearn_regressor_forest_inference[runtime0-None-ensemble_model]

tests/unit/systems/dag/runtimes/triton/ops/fil/test_sklearn_triton.py::test_sklearn_regressor_forest_inference[runtime1-None-executor_model]

tests/unit/systems/dag/runtimes/triton/ops/fil/test_sklearn_triton.py::test_sklearn_classify_forest_inference[runtime0-None-ensemble_model]

tests/unit/systems/dag/runtimes/triton/ops/fil/test_sklearn_triton.py::test_sklearn_classify_forest_inference[runtime1-None-executor_model]

tests/unit/systems/ops/fil/test_op.py::test_binary_classifier_default[sklearn_forest_classifier-get_model_params4]

tests/unit/systems/ops/fil/test_op.py::test_binary_classifier_with_proba[sklearn_forest_classifier-get_model_params4]

tests/unit/systems/ops/fil/test_op.py::test_multi_classifier[sklearn_forest_classifier-get_model_params4]

tests/unit/systems/ops/fil/test_op.py::test_regressor[sklearn_forest_regressor-get_model_params4]

tests/unit/systems/ops/fil/test_op.py::test_model_file[sklearn_forest_regressor-checkpoint.tl]

/usr/local/lib/python3.8/dist-packages/sklearn/utils/deprecation.py:103: FutureWarning: Attribute n_features_ was deprecated in version 1.0 and will be removed in 1.2. Use n_features_in_ instead.

warnings.warn(msg, category=FutureWarning)


tests/unit/systems/ops/feast/test_op.py::test_feast_from_feature_view

/usr/local/lib/python3.8/dist-packages/feast/feature_view.py:100: DeprecationWarning: The argument 'input' is being deprecated. Please use 'batch_source' instead. Feast 0.13 and onwards will not support the argument 'input'.

warnings.warn(


tests/unit/systems/ops/fil/test_forest.py::test_export_merlin_models

/usr/local/lib/python3.8/dist-packages/xgboost/dask.py:884: RuntimeWarning: coroutine 'Client._wait_for_workers' was never awaited

client.wait_for_workers(n_workers)

Enable tracemalloc to get traceback where the object was allocated.

See https://docs.pytest.org/en/stable/how-to/capture-warnings.html#resource-warnings for more info.


tests/unit/systems/ops/implicit/test_op.py::test_reload_from_config[AlternatingLeastSquares]

/usr/local/lib/python3.8/dist-packages/implicit/utils.py:28: UserWarning: OpenBLAS detected. Its highly recommend to set the environment variable 'export OPENBLAS_NUM_THREADS=1' to disable its internal multithreading

warnings.warn(


-- Docs: https://docs.pytest.org/en/stable/how-to/capture-warnings.html


---------- coverage: platform linux, python 3.8.10-final-0 -----------

Name                                                   Stmts   Miss  Cover


merlin/systems/init.py                                 6      0   100%

merlin/systems/_version.py                               354    205    42%

merlin/systems/dag/init.py                             4      0   100%

merlin/systems/dag/dictarray.py                          134     46    66%

merlin/systems/dag/ensemble.py                            46      1    98%

merlin/systems/dag/node.py                                23      1    96%

merlin/systems/dag/op_runner.py                           26      1    96%

merlin/systems/dag/ops/init.py                        11      0   100%

merlin/systems/dag/ops/compat.py                          32      8    75%

merlin/systems/dag/ops/faiss.py                           77     23    70%

merlin/systems/dag/ops/feast.py                          118      7    94%

merlin/systems/dag/ops/fil.py                            211     56    73%

merlin/systems/dag/ops/implicit.py                        72     13    82%

merlin/systems/dag/ops/operator.py                        79      6    92%

merlin/systems/dag/ops/pytorch.py                         43      0   100%

merlin/systems/dag/ops/session_filter.py                  45      7    84%

merlin/systems/dag/ops/softmax_sampling.py                51     17    67%

merlin/systems/dag/ops/tensorflow.py                      67      7    90%

merlin/systems/dag/ops/unroll_features.py                 50     50     0%

merlin/systems/dag/ops/workflow.py                        29      4    86%

merlin/systems/dag/runtimes/init.py                    1      0   100%

merlin/systems/dag/runtimes/base_runtime.py               11      1    91%

merlin/systems/dag/runtimes/triton/init.py             1      0   100%

merlin/systems/dag/runtimes/triton/ops/init.py         0      0   100%

merlin/systems/dag/runtimes/triton/ops/fil.py             95     13    86%

merlin/systems/dag/runtimes/triton/ops/operator.py        11      0   100%

merlin/systems/dag/runtimes/triton/ops/pytorch.py         62      7    89%

merlin/systems/dag/runtimes/triton/ops/tensorflow.py      53      5    91%

merlin/systems/dag/runtimes/triton/ops/workflow.py        47     15    68%

merlin/systems/dag/runtimes/triton/runtime.py            157     11    93%

merlin/systems/model_registry.py                          16      1    94%

merlin/systems/triton/init.py                         49     17    65%

merlin/systems/triton/conversions.py                     143    120    16%

merlin/systems/triton/export.py                          268    155    42%

merlin/systems/triton/models/init.py                   0      0   100%

merlin/systems/triton/models/executor_model.py            35     35     0%

merlin/systems/triton/models/oprunner_model.py            33     33     0%

merlin/systems/triton/models/pytorch_model.py            105    105     0%

merlin/systems/triton/models/workflow_model.py            53     53     0%

merlin/systems/triton/utils.py                            72     14    81%

merlin/systems/workflow/init.py                       22      5    77%

merlin/systems/workflow/base.py                          113    113     0%

merlin/systems/workflow/hugectr.py                        37     37     0%

merlin/systems/workflow/pytorch.py                        10     10     0%

merlin/systems/workflow/tensorflow.py                     32     32     0%


TOTAL                                                   2904   1234    58%


================ 112 passed, 75 warnings in 1949.51s (0:32:29) =================

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

[workspace] $ /bin/bash /tmp/jenkins13217613847645515312.sh

oliverholworthy
oliverholworthy reviewed Dec 7, 2022
View reviewed changes
merlin/systems/dag/dictarray.py
"""
array_dict = {}
for col in df.columns:
array_dict[col] = df[col].to_numpy()
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We might need some extra logic here to handle list values. There's currently a bug in cudf that results in this throwing a TypeError if we hit this line with a series with a list dtype.

rapidsai/cudf#12115

import cudf
cudf.Series([[1]]).to_numpy()
# => Raises TypeError: issubclass() arg 1 must be a class

And in the case of cudf would we want to keep the data on the same device when using this method?

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This is a mini step that allows us to get the current tests working. We will not be keeping this in the long term. It will be modified once merlin dtypes and columns are in place in Core.

@jperez999 jperez999 merged commit 2bf2a1d into NVIDIA-Merlin:main Dec 8, 2022
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@oliverholworthy oliverholworthy oliverholworthy left review comments

@nv-alaiacano nv-alaiacano nv-alaiacano approved these changes

@karlhigley karlhigley Awaiting requested review from karlhigley

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@jperez999 @nvidia-merlin-bot @oliverholworthy @nv-alaiacano