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refactor for torch operator to triton specific #241

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Merged
karlhigley merged 2 commits into from
Dec 1, 2022
Merged

refactor for torch operator to triton specific #241

karlhigley merged 2 commits into from
Dec 1, 2022

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@jperez999
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@jperez999 jperez999 commented Dec 1, 2022

This PR refactors the torch operator to use the triton runtimes and removes duplicate code from the basic torch operator. In a later pr the basic operator will be refactored for use with the local runtimes.

@jperez999 jperez999 requested a review from karlhigley December 1, 2022 05:21
@jperez999 jperez999 marked this pull request as ready for review December 1, 2022 05:22
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jperez999 commented Dec 1, 2022

rerun tests

@jperez999 jperez999 self-assigned this Dec 1, 2022
@jperez999 jperez999 added enhancement New feature or request feature labels Dec 1, 2022
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github-actions bot commented Dec 1, 2022

Documentation preview

https://nvidia-merlin.github.io/systems/review/pr-241

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nvidia-merlin-bot commented Dec 1, 2022

Click to view CI Results
GitHub pull request #241 of commit 7291c3e78e374f45948bf4cb78913c92f5ee6a80, no merge conflicts.
GitHub pull request #241 of commit 7291c3e78e374f45948bf4cb78913c92f5ee6a80, no merge conflicts.
Running as SYSTEM
Setting status of 7291c3e78e374f45948bf4cb78913c92f5ee6a80 to PENDING with url http://merlin-infra1.nvidia.com:8080/job/merlin_systems/548/ 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/241/*:refs/remotes/origin/pr/241/* # timeout=10
 > git rev-parse 7291c3e78e374f45948bf4cb78913c92f5ee6a80^{commit} # timeout=10
Checking out Revision 7291c3e78e374f45948bf4cb78913c92f5ee6a80 (detached)
 > git config core.sparsecheckout # timeout=10
 > git checkout -f 7291c3e78e374f45948bf4cb78913c92f5ee6a80 # timeout=10
Commit message: "Merge branch 'main' into torch-op-runtime-triton"
 > git rev-list --no-walk 68911b856589bf812c7fb37a79260eed19041747 # timeout=10
[workspace] $ /bin/bash /tmp/jenkins4316028807426480188.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+24.g7291c3e.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==1.27.20,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==1.29.20,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+24.g7291c3e,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==3.0.3,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==3.0.2,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='2441013560'
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-ad7ky3_r
  Running command git clone --filter=blob:none --quiet https://github.com/NVIDIA-Merlin/core.git /tmp/pip-req-build-ad7ky3_r
  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: betterproto<2.0.0 in /usr/local/lib/python3.8/dist-packages (from merlin-core==0.9.0+14.g4f73ff5) (1.2.5)
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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)
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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: 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: 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)
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Requirement already satisfied: partd>=0.3.10 in /var/jenkins_home/.local/lib/python3.8/site-packages/partd-1.2.0-py3.8.egg (from dask>=2022.3.0->merlin-core==0.9.0+14.g4f73ff5) (1.2.0)
Requirement already satisfied: cloudpickle>=1.1.1 in /usr/local/lib/python3.8/dist-packages (from dask>=2022.3.0->merlin-core==0.9.0+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: 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: 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: 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: 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)
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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==0.9.0+14.g4f73ff5) (3.0.9)
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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=c6d27fe9277035d111162f666e94f70105b2e3ed660819ce8bfdf61f8ed4bdd8
  Stored in directory: /tmp/pip-ephem-wheel-cache-bx74xyou/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'
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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+24.g7291c3e-py3-none-any.whl size=140702 sha256=9e01990f3b74b9339400ebcff761b28ba0c036ebeb884bc27bc3d4af237c4901
  Stored in directory: /tmp/pip-ephem-wheel-cache-gk0k92j0/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+24.g7291c3e
    Uninstalling merlin-systems-0.7.0+24.g7291c3e:
      Successfully uninstalled merlin-systems-0.7.0+24.g7291c3e
Successfully installed merlin-systems-0.7.0+24.g7291c3e
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, xdist-3.0.2, cov-4.0.0
collected 107 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 ..                                  [ 10%]

tests/unit/systems/dag/test_model_registry.py ..                         [ 12%]

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

tests/unit/systems/dag/ops/test_ops.py ..                                [ 17%]

tests/unit/systems/dag/runtimes/triton/test_triton.py .....              [ 22%]

tests/unit/systems/dag/runtimes/triton/ops/fil/test_lightgbm_triton.py . [ 23%]

...                                                                      [ 26%]

tests/unit/systems/dag/runtimes/triton/ops/fil/test_sklearn_triton.py .. [ 28%]

..                                                                       [ 29%]

tests/unit/systems/dag/runtimes/triton/ops/fil/test_xgboost_triton.py .. [ 31%]

..                                                                       [ 33%]

tests/unit/systems/dag/runtimes/triton/ops/torch/test_op.py ..........   [ 42%]

tests/unit/systems/ops/faiss/test_executor.py .                          [ 43%]

tests/unit/systems/ops/feast/test_op.py ......                           [ 49%]

tests/unit/systems/ops/fil/test_ensemble.py .                            [ 50%]

tests/unit/systems/ops/fil/test_forest.py ....                           [ 54%]

tests/unit/systems/ops/fil/test_op.py ..........................         [ 78%]

tests/unit/systems/ops/implicit/test_executor.py ...                     [ 81%]

tests/unit/systems/ops/implicit/test_op.py .........                     [ 89%]

tests/unit/systems/ops/nvtabular/test_ensemble.py .                      [ 90%]

tests/unit/systems/ops/nvtabular/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/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/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/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                          122     38    69%

merlin/systems/dag/ensemble.py                            46      3    93%

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                         31      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                        65     19    71%

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

merlin/systems/dag/runtimes/base_runtime.py               11      2    82%

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/runtime.py            154     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                                                   2866   1229    57%


================ 107 passed, 73 warnings in 1959.18s (0:32:39) =================

___________________________________ 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/jenkins6766331808887030761.sh

@karlhigley karlhigley merged commit 7472e99 into NVIDIA-Merlin:main Dec 1, 2022
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