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changing the default runtime from Ensemble to Executor#255

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jperez999 merged 7 commits intoNVIDIA-Merlin:mainfrom
jperez999:executor-runtime-default
Dec 16, 2022
Merged

changing the default runtime from Ensemble to Executor#255
jperez999 merged 7 commits intoNVIDIA-Merlin:mainfrom
jperez999:executor-runtime-default

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@jperez999 jperez999 commented Dec 15, 2022

This PR swaps the default runtime from Ensemble to Executor. And removed Ensemble Runtime from systems completely.

@jperez999 jperez999 requested a review from karlhigley December 15, 2022 20:59
@jperez999 jperez999 self-assigned this Dec 15, 2022
@jperez999 jperez999 added the enhancement New feature or request label Dec 15, 2022
@karlhigley karlhigley added clean up chore Maintenance for the repository and removed enhancement New feature or request labels Dec 15, 2022
@jperez999 jperez999 added enhancement New feature or request and removed enhancement New feature or request labels Dec 15, 2022
@karlhigley karlhigley added this to the Merlin 23.01 milestone Dec 15, 2022
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karlhigley commented Dec 15, 2022

In order to address some of the cross-repo shape-related issues that are cropping up, we need to be able to run some additional code around model predictions, which there's no good way to do in ensemble mode. So, at this point, since we're ready to move away from ensemble mode and toward executor mode anyway, we can remove ensemble mode entirely. It won't get us where we want to go, and it's always available in the commit history if we want to go back and look at or revive it someday.

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karlhigley commented Dec 15, 2022

Looks like there's a place where the tests assume the name of the exported model—should be a quick fix

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github-actions bot commented Dec 16, 2022

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https://nvidia-merlin.github.io/systems/review/pr-255

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nvidia-merlin-bot commented Dec 16, 2022

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GitHub pull request #255 of commit 34b0d7118c844370cf0677f17496f546ccaa5588, no merge conflicts.
Running as SYSTEM
Setting status of 34b0d7118c844370cf0677f17496f546ccaa5588 to PENDING with url http://merlin-infra1.nvidia.com:8080/job/merlin_systems/615/ 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/255/*:refs/remotes/origin/pr/255/* # timeout=10
 > git rev-parse 34b0d7118c844370cf0677f17496f546ccaa5588^{commit} # timeout=10
Checking out Revision 34b0d7118c844370cf0677f17496f546ccaa5588 (detached)
 > git config core.sparsecheckout # timeout=10
 > git checkout -f 34b0d7118c844370cf0677f17496f546ccaa5588 # timeout=10
Commit message: "fixing executor platform asserts"
 > git rev-list --no-walk 86da5f9ddc75ddc1872286f3180d42e42144d297 # timeout=10
[workspace] $ /bin/bash /tmp/jenkins2943457098659514963.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+41.g34b0d71.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==1.9.0,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==1.27.31,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==1.29.31,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+41.g34b0d71,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==1.4.45,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='3105559562'
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-jqmin1hw
  Running command git clone --filter=blob:none --quiet https://github.com/NVIDIA-Merlin/core.git /tmp/pip-req-build-jqmin1hw
  Resolved https://github.com/NVIDIA-Merlin/core.git to commit 73c2afc277967015e2f334b8c57a9e8789fa19bd
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
  Getting requirements to build wheel: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): finished with status 'done'
Requirement already satisfied: distributed>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core==0.9.0+19.g73c2afc) (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+19.g73c2afc) (1.10.0)
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Requirement already satisfied: dask>=2022.3.0 in /var/jenkins_home/.local/lib/python3.8/site-packages (from merlin-core==0.9.0+19.g73c2afc) (2022.3.0)
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Requirement already satisfied: grpclib in /usr/local/lib/python3.8/dist-packages (from betterproto<2.0.0->merlin-core==0.9.0+19.g73c2afc) (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+19.g73c2afc) (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+19.g73c2afc) (5.4.1)
Requirement already satisfied: toolz>=0.8.2 in /usr/local/lib/python3.8/dist-packages (from dask>=2022.3.0->merlin-core==0.9.0+19.g73c2afc) (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+19.g73c2afc) (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+19.g73c2afc) (2.2.0)
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+19.g73c2afc) (1.0.4)
Requirement already satisfied: zict>=0.1.3 in /var/jenkins_home/.local/lib/python3.8/site-packages/zict-2.0.0-py3.8.egg (from distributed>=2022.3.0->merlin-core==0.9.0+19.g73c2afc) (2.0.0)
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Requirement already satisfied: tblib>=1.6.0 in /var/jenkins_home/.local/lib/python3.8/site-packages/tblib-1.7.0-py3.8.egg (from distributed>=2022.3.0->merlin-core==0.9.0+19.g73c2afc) (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+19.g73c2afc) (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+19.g73c2afc) (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+19.g73c2afc-py3-none-any.whl size=119766 sha256=d874c3f4e09fe914d765e015a609755cd7bffe4f713f7a015b143bb97ed2d60c
  Stored in directory: /tmp/pip-ephem-wheel-cache-7fuot289/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+19.g73c2afc
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+41.g34b0d71-py3-none-any.whl size=138963 sha256=a4fac0d48b5878d8f7ff3cfd300708607d9c0ea751b1f560f42371798f4bf665
  Stored in directory: /tmp/pip-ephem-wheel-cache-u46lsd_0/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+41.g34b0d71
    Uninstalling merlin-systems-0.7.0+41.g34b0d71:
      Successfully uninstalled merlin-systems-0.7.0+41.g34b0d71
Successfully installed merlin-systems-0.7.0+41.g34b0d71
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 104 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_column.py .                                  [  5%]

tests/unit/systems/dag/test_ensemble.py .                                [  6%]

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

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

tests/unit/systems/dag/test_model_registry.py ..                         [ 13%]

tests/unit/systems/dag/test_op_runner.py ....                            [ 17%]

tests/unit/systems/dag/ops/test_ops.py ..                                [ 19%]

tests/unit/systems/dag/runtimes/local/ops/fil/test_lightgbm.py ..        [ 21%]

tests/unit/systems/dag/runtimes/local/ops/fil/test_sklearn.py ..         [ 23%]

tests/unit/systems/dag/runtimes/local/ops/fil/test_xgboost.py ..         [ 25%]

tests/unit/systems/dag/runtimes/local/ops/torch/test_op.py ....          [ 28%]

tests/unit/systems/dag/runtimes/triton/test_triton.py ..                 [ 30%]

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

.                                                                        [ 32%]

tests/unit/systems/dag/runtimes/triton/ops/fil/test_sklearn_triton.py .. [ 34%]

[ 34%]

tests/unit/systems/dag/runtimes/triton/ops/fil/test_xgboost_triton.py .. [ 36%]

[ 36%]

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

tests/unit/systems/dag/runtimes/triton/ops/workflow/test_ensemble.py .   [ 43%]

tests/unit/systems/dag/runtimes/triton/ops/workflow/test_op.py ..        [ 45%]

tests/unit/systems/ops/faiss/test_executor.py .                          [ 46%]

tests/unit/systems/ops/feast/test_op.py ......                           [ 51%]

tests/unit/systems/ops/fil/test_ensemble.py .                            [ 52%]

tests/unit/systems/ops/fil/test_forest.py ....                           [ 56%]

tests/unit/systems/ops/fil/test_op.py ..........................         [ 81%]

tests/unit/systems/ops/implicit/test_executor.py ..                      [ 83%]

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/fil/test_lightgbm.py: 2 warnings

tests/unit/systems/dag/runtimes/local/ops/fil/test_sklearn.py: 2 warnings

tests/unit/systems/dag/runtimes/local/ops/fil/test_xgboost.py: 2 warnings

tests/unit/systems/dag/runtimes/triton/ops/fil/test_lightgbm_triton.py: 2 warnings

tests/unit/systems/dag/runtimes/triton/ops/fil/test_sklearn_triton.py: 2 warnings

tests/unit/systems/dag/runtimes/triton/ops/fil/test_xgboost_triton.py: 2 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/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-executor_model-True-True]

tests/unit/systems/dag/runtimes/triton/ops/torch/test_op.py::test_pytorch_op_serving_python[runtime0-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_sklearn_triton.py::test_sklearn_regressor_forest_inference[runtime0-None-executor_model]

tests/unit/systems/dag/runtimes/triton/ops/fil/test_sklearn_triton.py::test_sklearn_classify_forest_inference[runtime0-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     38    72%

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                            221     55    75%

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     11    76%

merlin/systems/dag/ops/softmax_sampling.py                51     21    59%

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        12      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             90      4    96%

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     13    82%

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                                                   2848   1225    57%


================ 104 passed, 71 warnings in 1786.16s (0:29:46) =================

___________________________________ 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/jenkins4891359176489914557.sh

@jperez999 jperez999 merged commit b41b8a1 into NVIDIA-Merlin:main Dec 16, 2022
This was referenced Dec 19, 2022
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@oliverholworthy oliverholworthy mentioned this pull request Mar 27, 2023
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This was referenced Dec 27, 2024
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