Add music-streaming synthetic data to test the support of all predictions tasks with the Trainer class #540

sararb · 2022-11-19T00:27:10Z

This PR adds a synthetic music-streaming dataset generated from the merlin models data package and a unit test of the Trainer using this dataset.
The motivation is to add a testing dataset that has both regression and binary classification targets. This is needed to complete the tests of the task multi-GPU support for all prediction tasks([Task] Support multi-GPU training for all prediction tasks #487 #708)

…class

nvidia-merlin-bot · 2022-11-19T00:28:24Z

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GitHub pull request #540 of commit 7c84cfb1253540af9abe9474b5d41585dc4e9041, no merge conflicts.
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============================= test session starts ==============================
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tests/unit/test_notebooks.py .                                           [100%]
============================== 1 passed in 36.10s ==============================

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github-actions · 2022-11-19T00:42:44Z

Documentation preview

https://nvidia-merlin.github.io/Transformers4Rec/review/pr-540

nzarif

Thanks. For the TODO part I will add Task types and metrics as test parameters.

nvidia-merlin-bot · 2022-11-21T17:27:29Z

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GitHub pull request #540 of commit 30d7473ea8f2b985afceffe7f60c887b03557248, no merge conflicts.
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============================= test session starts ==============================
platform linux -- Python 3.8.10, pytest-7.1.3, pluggy-1.0.0
rootdir: /var/jenkins_home/workspace/transformers4rec_tests/transformers4rec
plugins: anyio-3.6.1, xdist-3.0.2, cov-4.0.0
collected 1 item
tests/unit/test_notebooks.py .                                           [100%]
============================== 1 passed in 37.18s ==============================

Performing Post build task...

Match found for : : True

Logical operation result is TRUE

Running script  : #!/bin/bash

cd /var/jenkins_home/

CUDA_VISIBLE_DEVICES=2 python test_res_push.py "https://api.GitHub.com/repos/NVIDIA-Merlin/Transformers4Rec/issues/$ghprbPullId/comments" "/var/jenkins_home/jobs/$JOB_NAME/builds/$BUILD_NUMBER/log"

[transformers4rec_tests] $ /bin/bash /tmp/jenkins17973231142243640141.sh

nvidia-merlin-bot · 2022-11-21T22:44:57Z

Click to view CI Results

GitHub pull request #540 of commit 06dbdb544beea9bd389b0eb8b1a47a621be72f2b, no merge conflicts.
Running as SYSTEM
Setting status of 06dbdb544beea9bd389b0eb8b1a47a621be72f2b to PENDING with url http://merlin-infra1.nvidia.com:8080/job/transformers4rec_tests/317/ and message: 'Build started for merge commit.'
Using context: Jenkins Unit Test Run
Building on master in workspace /var/jenkins_home/workspace/transformers4rec_tests
using credential nvidia-merlin-bot
Cloning the remote Git repository
Cloning repository https://github.com/NVIDIA-Merlin/Transformers4Rec.git
 > git init /var/jenkins_home/workspace/transformers4rec_tests/transformers4rec # timeout=10
Fetching upstream changes from https://github.com/NVIDIA-Merlin/Transformers4Rec.git
 > git --version # timeout=10
using GIT_ASKPASS to set credentials This is the bot credentials for our CI/CD
 > git fetch --tags --force --progress -- https://github.com/NVIDIA-Merlin/Transformers4Rec.git +refs/heads/*:refs/remotes/origin/* # timeout=10
 > git config remote.origin.url https://github.com/NVIDIA-Merlin/Transformers4Rec.git # timeout=10
 > git config --add remote.origin.fetch +refs/heads/*:refs/remotes/origin/* # timeout=10
 > git config remote.origin.url https://github.com/NVIDIA-Merlin/Transformers4Rec.git # timeout=10
Fetching upstream changes from https://github.com/NVIDIA-Merlin/Transformers4Rec.git
using GIT_ASKPASS to set credentials This is the bot credentials for our CI/CD
 > git fetch --tags --force --progress -- https://github.com/NVIDIA-Merlin/Transformers4Rec.git +refs/pull/540/*:refs/remotes/origin/pr/540/* # timeout=10
 > git rev-parse 06dbdb544beea9bd389b0eb8b1a47a621be72f2b^{commit} # timeout=10
Checking out Revision 06dbdb544beea9bd389b0eb8b1a47a621be72f2b (detached)
 > git config core.sparsecheckout # timeout=10
 > git checkout -f 06dbdb544beea9bd389b0eb8b1a47a621be72f2b # timeout=10
Commit message: "Merge branch 'main' into synthetic-data"
 > git rev-list --no-walk 445007c20e2a982560b4d50edbed12e6e64a005c # timeout=10
[transformers4rec_tests] $ /bin/bash /tmp/jenkins8109014108896560001.sh
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Collecting git+https://github.com/NVIDIA-Merlin/NVTabular.git
  Cloning https://github.com/NVIDIA-Merlin/NVTabular.git to /tmp/pip-req-build-uhifi4jq
  Running command git clone --filter=blob:none --quiet https://github.com/NVIDIA-Merlin/NVTabular.git /tmp/pip-req-build-uhifi4jq
  Resolved https://github.com/NVIDIA-Merlin/NVTabular.git to commit e5b7351deb9e4885c4038aa0bbc9f146d8477a0e
  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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Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.8/dist-packages (from jinja2->distributed>=2022.3.0->merlin-core>=0.2.0->nvtabular==1.6.0+6.ge5b7351d) (2.1.1)
Requirement already satisfied: hpack<5,>=4.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core>=0.2.0->nvtabular==1.6.0+6.ge5b7351d) (4.0.0)
Requirement already satisfied: hyperframe<7,>=6.0 in /usr/local/lib/python3.8/dist-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->merlin-core>=0.2.0->nvtabular==1.6.0+6.ge5b7351d) (6.0.1)
============================= test session starts ==============================
platform linux -- Python 3.8.10, pytest-7.1.3, pluggy-1.0.0
rootdir: /var/jenkins_home/workspace/transformers4rec_tests/transformers4rec
plugins: anyio-3.6.1, xdist-3.0.2, cov-4.0.0
collected 1 item
tests/unit/test_notebooks.py .                                           [100%]
============================== 1 passed in 36.35s ==============================

Performing Post build task...

Match found for : : True

Logical operation result is TRUE

Running script  : #!/bin/bash

cd /var/jenkins_home/

CUDA_VISIBLE_DEVICES=2 python test_res_push.py "https://api.GitHub.com/repos/NVIDIA-Merlin/Transformers4Rec/issues/$ghprbPullId/comments" "/var/jenkins_home/jobs/$JOB_NAME/builds/$BUILD_NUMBER/log"

[transformers4rec_tests] $ /bin/bash /tmp/jenkins6002973357434437814.sh

nvidia-merlin-bot · 2022-11-22T21:12:26Z

Click to view CI Results

GitHub pull request #540 of commit bf39e714066876caaf31cf11da9c9071c32143f3, no merge conflicts.
Running as SYSTEM
Setting status of bf39e714066876caaf31cf11da9c9071c32143f3 to PENDING with url http://merlin-infra1.nvidia.com:8080/job/transformers4rec_tests/332/ and message: 'Build started for merge commit.'
Using context: Jenkins Unit Test Run
Building on master in workspace /var/jenkins_home/workspace/transformers4rec_tests
using credential nvidia-merlin-bot
Cloning the remote Git repository
Cloning repository https://github.com/NVIDIA-Merlin/Transformers4Rec.git
 > git init /var/jenkins_home/workspace/transformers4rec_tests/transformers4rec # timeout=10
Fetching upstream changes from https://github.com/NVIDIA-Merlin/Transformers4Rec.git
 > git --version # timeout=10
using GIT_ASKPASS to set credentials This is the bot credentials for our CI/CD
 > git fetch --tags --force --progress -- https://github.com/NVIDIA-Merlin/Transformers4Rec.git +refs/heads/*:refs/remotes/origin/* # timeout=10
 > git config remote.origin.url https://github.com/NVIDIA-Merlin/Transformers4Rec.git # timeout=10
 > git config --add remote.origin.fetch +refs/heads/*:refs/remotes/origin/* # timeout=10
 > git config remote.origin.url https://github.com/NVIDIA-Merlin/Transformers4Rec.git # timeout=10
Fetching upstream changes from https://github.com/NVIDIA-Merlin/Transformers4Rec.git
using GIT_ASKPASS to set credentials This is the bot credentials for our CI/CD
 > git fetch --tags --force --progress -- https://github.com/NVIDIA-Merlin/Transformers4Rec.git +refs/pull/540/*:refs/remotes/origin/pr/540/* # timeout=10
 > git rev-parse bf39e714066876caaf31cf11da9c9071c32143f3^{commit} # timeout=10
Checking out Revision bf39e714066876caaf31cf11da9c9071c32143f3 (detached)
 > git config core.sparsecheckout # timeout=10
 > git checkout -f bf39e714066876caaf31cf11da9c9071c32143f3 # timeout=10
Commit message: "Merge branch 'main' into synthetic-data"
 > git rev-list --no-walk 23e0e31ca82e3b9e6e0db427927d69d229f833fd # timeout=10
[transformers4rec_tests] $ /bin/bash /tmp/jenkins13674685377001559902.sh
GLOB sdist-make: /var/jenkins_home/workspace/transformers4rec_tests/transformers4rec/setup.py
py38-gpu create: /var/jenkins_home/workspace/transformers4rec_tests/transformers4rec/.tox/py38-gpu
py38-gpu inst: /var/jenkins_home/workspace/transformers4rec_tests/transformers4rec/.tox/.tmp/package/1/transformers4rec-0.1.14+23.gbf39e714.zip
WARNING: Discarding $PYTHONPATH from environment, to override specify PYTHONPATH in 'passenv' in your configuration.
py38-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==1.27.14,Babel==2.10.3,backcall==0.2.0,beautifulsoup4==4.11.1,betterproto==1.2.5,bleach==5.0.1,boto3==1.24.75,botocore==1.29.14,Brotli==1.0.9,cachetools==5.2.0,certifi==2022.9.24,cffi==1.15.1,charset-normalizer==2.1.1,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,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,docker-pycreds==0.4.0,docutils==0.16,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-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==3.4,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,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-core==4.11.1,jupyter-server==1.18.1,jupyter_client==7.3.5,jupyterlab==3.4.7,jupyterlab-pygments==0.2.2,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,llvmlite==0.39.1,locket==1.0.0,lxml==4.9.1,Mako==1.2.4,Markdown==3.4.1,MarkupSafe==2.1.1,matplotlib==3.6.0,matplotlib-inline==0.1.6,merlin-core==0.6.0+1.g5926fcf,merlin-models==0.7.0+11.g280956aa4,merlin-systems==0.5.0+4.g15074ad,mistune==2.0.4,mmh3==3.0.0,mpi4py==3.1.3,msgpack==1.0.4,multidict==6.0.2,mypy-extensions==0.4.3,nbclassic==0.4.3,nbclient==0.6.8,nbconvert==7.0.0,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,nvtabular==1.4.0+8.g95e12d347,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,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-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==2.28.1,requests-oauthlib==1.3.1,rsa==4.7.2,s3transfer==0.6.0,sacremoses==0.0.53,scikit-build==0.15.0,scikit-learn==1.1.2,scipy==1.8.1,Send2Trash==1.8.0,sentry-sdk==1.9.8,setproctitle==1.3.2,setuptools-scm==7.0.5,shortuuid==1.0.9,six==1.16.0,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,sphinxcontrib-applehelp==1.0.2,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,tabulate==0.8.10,tblib==1.7.0,tenacity==8.0.1,tensorboard==2.9.1,tensorboard-data-server==0.6.1,tensorboard-plugin-wit==1.8.1,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==0.1.14+23.gbf39e714,treelite==2.3.0,treelite-runtime==2.3.0,tritonclient==2.25.0,typing-inspect==0.8.0,typing_extensions==4.3.0,urllib3==1.26.12,uvicorn==0.18.3,uvloop==0.17.0,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,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
py38-gpu run-test-pre: PYTHONHASHSEED='3050342638'
py38-gpu run-test: commands[0] | pip install --upgrade pip
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Requirement already satisfied: pip in ./.tox/py38-gpu/lib/python3.8/site-packages (22.3.1)
py38-gpu run-test: commands[1] | pip install .
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Processing /var/jenkins_home/workspace/transformers4rec_tests/transformers4rec
  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 ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+23.gbf39e714) (1.2.5)
Requirement already satisfied: transformers<4.19 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+23.gbf39e714) (4.18.0)
Requirement already satisfied: pyarrow>=1.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+23.gbf39e714) (10.0.0)
Requirement already satisfied: tqdm>=4.27 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+23.gbf39e714) (4.64.1)
Requirement already satisfied: numpy>=1.17.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+23.gbf39e714) (1.23.5)
Requirement already satisfied: tensorflow-metadata in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+23.gbf39e714) (1.11.0)
Requirement already satisfied: stringcase in ./.tox/py38-gpu/lib/python3.8/site-packages (from betterproto<2.0.0->transformers4rec==0.1.14+23.gbf39e714) (1.2.0)
Requirement already satisfied: grpclib in ./.tox/py38-gpu/lib/python3.8/site-packages (from betterproto<2.0.0->transformers4rec==0.1.14+23.gbf39e714) (0.4.3)
Requirement already satisfied: tokenizers!=0.11.3,<0.13,>=0.11.1 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+23.gbf39e714) (0.12.1)
Requirement already satisfied: requests in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+23.gbf39e714) (2.28.1)
Requirement already satisfied: filelock in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+23.gbf39e714) (3.8.0)
Requirement already satisfied: packaging>=20.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+23.gbf39e714) (21.3)
Requirement already satisfied: pyyaml>=5.1 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+23.gbf39e714) (6.0)
Requirement already satisfied: sacremoses in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+23.gbf39e714) (0.0.53)
Requirement already satisfied: huggingface-hub<1.0,>=0.1.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+23.gbf39e714) (0.11.0)
Requirement already satisfied: regex!=2019.12.17 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+23.gbf39e714) (2022.10.31)
Requirement already satisfied: absl-py<2.0.0,>=0.9 in ./.tox/py38-gpu/lib/python3.8/site-packages (from tensorflow-metadata->transformers4rec==0.1.14+23.gbf39e714) (1.3.0)
Requirement already satisfied: protobuf<4,>=3.13 in ./.tox/py38-gpu/lib/python3.8/site-packages (from tensorflow-metadata->transformers4rec==0.1.14+23.gbf39e714) (3.20.3)
Requirement already satisfied: googleapis-common-protos<2,>=1.52.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from tensorflow-metadata->transformers4rec==0.1.14+23.gbf39e714) (1.57.0)
Requirement already satisfied: typing-extensions>=3.7.4.3 in ./.tox/py38-gpu/lib/python3.8/site-packages (from huggingface-hub<1.0,>=0.1.0->transformers<4.19->transformers4rec==0.1.14+23.gbf39e714) (4.4.0)
Requirement already satisfied: pyparsing!=3.0.5,>=2.0.2 in ./.tox/py38-gpu/lib/python3.8/site-packages (from packaging>=20.0->transformers<4.19->transformers4rec==0.1.14+23.gbf39e714) (3.0.9)
Requirement already satisfied: h2<5,>=3.1.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from grpclib->betterproto<2.0.0->transformers4rec==0.1.14+23.gbf39e714) (4.1.0)
Requirement already satisfied: multidict in ./.tox/py38-gpu/lib/python3.8/site-packages (from grpclib->betterproto<2.0.0->transformers4rec==0.1.14+23.gbf39e714) (6.0.2)
Requirement already satisfied: urllib3<1.27,>=1.21.1 in ./.tox/py38-gpu/lib/python3.8/site-packages (from requests->transformers<4.19->transformers4rec==0.1.14+23.gbf39e714) (1.26.12)
Requirement already satisfied: idna<4,>=2.5 in ./.tox/py38-gpu/lib/python3.8/site-packages (from requests->transformers<4.19->transformers4rec==0.1.14+23.gbf39e714) (3.4)
Requirement already satisfied: charset-normalizer<3,>=2 in ./.tox/py38-gpu/lib/python3.8/site-packages (from requests->transformers<4.19->transformers4rec==0.1.14+23.gbf39e714) (2.1.1)
Requirement already satisfied: certifi>=2017.4.17 in ./.tox/py38-gpu/lib/python3.8/site-packages (from requests->transformers<4.19->transformers4rec==0.1.14+23.gbf39e714) (2022.9.24)
Requirement already satisfied: joblib in ./.tox/py38-gpu/lib/python3.8/site-packages (from sacremoses->transformers<4.19->transformers4rec==0.1.14+23.gbf39e714) (1.2.0)
Requirement already satisfied: six in ./.tox/py38-gpu/lib/python3.8/site-packages (from sacremoses->transformers<4.19->transformers4rec==0.1.14+23.gbf39e714) (1.16.0)
Requirement already satisfied: click in ./.tox/py38-gpu/lib/python3.8/site-packages (from sacremoses->transformers<4.19->transformers4rec==0.1.14+23.gbf39e714) (8.1.3)
Requirement already satisfied: hpack<5,>=4.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->transformers4rec==0.1.14+23.gbf39e714) (4.0.0)
Requirement already satisfied: hyperframe<7,>=6.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->transformers4rec==0.1.14+23.gbf39e714) (6.0.1)
Building wheels for collected packages: transformers4rec
  Building wheel for transformers4rec (pyproject.toml): started
  Building wheel for transformers4rec (pyproject.toml): finished with status 'done'
  Created wheel for transformers4rec: filename=transformers4rec-0.1.14+23.gbf39e714-py3-none-any.whl size=477564 sha256=7fc9d9fa74388374e6ec490957a82ed5d7b512ade0937c38aa93844dfaaf9f05
  Stored in directory: /tmp/pip-ephem-wheel-cache-goikffv9/wheels/cb/5d/b4/e081835ae498194a418e957657f998bdff0fa2bd103855a861
Successfully built transformers4rec
Installing collected packages: transformers4rec
  Attempting uninstall: transformers4rec
    Found existing installation: transformers4rec 0.1.14+23.gbf39e714
    Uninstalling transformers4rec-0.1.14+23.gbf39e714:
      Successfully uninstalled transformers4rec-0.1.14+23.gbf39e714
Successfully installed transformers4rec-0.1.14+23.gbf39e714
___________________________________ summary ____________________________________
  py38-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=2 python test_res_push.py "https://api.GitHub.com/repos/NVIDIA-Merlin/Transformers4Rec/issues/$ghprbPullId/comments" "/var/jenkins_home/jobs/$JOB_NAME/builds/$BUILD_NUMBER/log" 
[transformers4rec_tests] $ /bin/bash /tmp/jenkins16106415116855675767.sh

nvidia-merlin-bot · 2022-11-23T22:30:49Z

Click to view CI Results

GitHub pull request #540 of commit 89c05065c0065d56232bf33f93110ccdb9024146, no merge conflicts.
Running as SYSTEM
Setting status of 89c05065c0065d56232bf33f93110ccdb9024146 to PENDING with url http://merlin-infra1.nvidia.com:8080/job/transformers4rec_tests/343/ and message: 'Build started for merge commit.'
Using context: Jenkins Unit Test Run
Building on master in workspace /var/jenkins_home/workspace/transformers4rec_tests
using credential nvidia-merlin-bot
Cloning the remote Git repository
Cloning repository https://github.com/NVIDIA-Merlin/Transformers4Rec.git
 > git init /var/jenkins_home/workspace/transformers4rec_tests/transformers4rec # timeout=10
Fetching upstream changes from https://github.com/NVIDIA-Merlin/Transformers4Rec.git
 > git --version # timeout=10
using GIT_ASKPASS to set credentials This is the bot credentials for our CI/CD
 > git fetch --tags --force --progress -- https://github.com/NVIDIA-Merlin/Transformers4Rec.git +refs/heads/*:refs/remotes/origin/* # timeout=10
 > git config remote.origin.url https://github.com/NVIDIA-Merlin/Transformers4Rec.git # timeout=10
 > git config --add remote.origin.fetch +refs/heads/*:refs/remotes/origin/* # timeout=10
 > git config remote.origin.url https://github.com/NVIDIA-Merlin/Transformers4Rec.git # timeout=10
Fetching upstream changes from https://github.com/NVIDIA-Merlin/Transformers4Rec.git
using GIT_ASKPASS to set credentials This is the bot credentials for our CI/CD
 > git fetch --tags --force --progress -- https://github.com/NVIDIA-Merlin/Transformers4Rec.git +refs/pull/540/*:refs/remotes/origin/pr/540/* # timeout=10
 > git rev-parse 89c05065c0065d56232bf33f93110ccdb9024146^{commit} # timeout=10
Checking out Revision 89c05065c0065d56232bf33f93110ccdb9024146 (detached)
 > git config core.sparsecheckout # timeout=10
 > git checkout -f 89c05065c0065d56232bf33f93110ccdb9024146 # timeout=10
Commit message: "remove hf_format from unit test"
 > git rev-list --no-walk d7de59f4197b196fe824350770befed12e3cc17f # timeout=10
[transformers4rec_tests] $ /bin/bash /tmp/jenkins1364688970193833026.sh
GLOB sdist-make: /var/jenkins_home/workspace/transformers4rec_tests/transformers4rec/setup.py
py38-gpu create: /var/jenkins_home/workspace/transformers4rec_tests/transformers4rec/.tox/py38-gpu
py38-gpu inst: /var/jenkins_home/workspace/transformers4rec_tests/transformers4rec/.tox/.tmp/package/1/transformers4rec-0.1.14+24.g89c05065.zip
WARNING: Discarding $PYTHONPATH from environment, to override specify PYTHONPATH in 'passenv' in your configuration.
py38-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==1.27.15,Babel==2.10.3,backcall==0.2.0,beautifulsoup4==4.11.1,betterproto==1.2.5,bleach==5.0.1,boto3==1.24.75,botocore==1.29.15,Brotli==1.0.9,cachetools==5.2.0,certifi==2022.9.24,cffi==1.15.1,charset-normalizer==2.1.1,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,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,docker-pycreds==0.4.0,docutils==0.16,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-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==3.4,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,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-core==4.11.1,jupyter-server==1.18.1,jupyter_client==7.3.5,jupyterlab==3.4.7,jupyterlab-pygments==0.2.2,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,llvmlite==0.39.1,locket==1.0.0,lxml==4.9.1,Mako==1.2.4,Markdown==3.4.1,MarkupSafe==2.1.1,matplotlib==3.6.0,matplotlib-inline==0.1.6,merlin-core==0.6.0+1.g5926fcf,merlin-models==0.7.0+11.g280956aa4,merlin-systems==0.5.0+4.g15074ad,mistune==2.0.4,mmh3==3.0.0,mpi4py==3.1.3,msgpack==1.0.4,multidict==6.0.2,mypy-extensions==0.4.3,nbclassic==0.4.3,nbclient==0.6.8,nbconvert==7.0.0,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,nvtabular==1.4.0+8.g95e12d347,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,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-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==2.28.1,requests-oauthlib==1.3.1,rsa==4.7.2,s3transfer==0.6.0,sacremoses==0.0.53,scikit-build==0.15.0,scikit-learn==1.1.2,scipy==1.8.1,Send2Trash==1.8.0,sentry-sdk==1.9.8,setproctitle==1.3.2,setuptools-scm==7.0.5,shortuuid==1.0.9,six==1.16.0,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,sphinxcontrib-applehelp==1.0.2,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,tabulate==0.8.10,tblib==1.7.0,tenacity==8.0.1,tensorboard==2.9.1,tensorboard-data-server==0.6.1,tensorboard-plugin-wit==1.8.1,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==0.1.14+24.g89c05065,treelite==2.3.0,treelite-runtime==2.3.0,tritonclient==2.25.0,typing-inspect==0.8.0,typing_extensions==4.3.0,urllib3==1.26.12,uvicorn==0.18.3,uvloop==0.17.0,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,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
py38-gpu run-test-pre: PYTHONHASHSEED='983355497'
py38-gpu run-test: commands[0] | pip install --upgrade pip
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Requirement already satisfied: pip in ./.tox/py38-gpu/lib/python3.8/site-packages (22.3.1)
py38-gpu run-test: commands[1] | pip install .
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Processing /var/jenkins_home/workspace/transformers4rec_tests/transformers4rec
  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: numpy>=1.17.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+24.g89c05065) (1.23.5)
Requirement already satisfied: tqdm>=4.27 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+24.g89c05065) (4.64.1)
Requirement already satisfied: tensorflow-metadata in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+24.g89c05065) (1.11.0)
Requirement already satisfied: betterproto<2.0.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+24.g89c05065) (1.2.5)
Requirement already satisfied: transformers<4.19 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+24.g89c05065) (4.18.0)
Requirement already satisfied: pyarrow>=1.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+24.g89c05065) (10.0.1)
Requirement already satisfied: grpclib in ./.tox/py38-gpu/lib/python3.8/site-packages (from betterproto<2.0.0->transformers4rec==0.1.14+24.g89c05065) (0.4.3)
Requirement already satisfied: stringcase in ./.tox/py38-gpu/lib/python3.8/site-packages (from betterproto<2.0.0->transformers4rec==0.1.14+24.g89c05065) (1.2.0)
Requirement already satisfied: requests in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+24.g89c05065) (2.28.1)
Requirement already satisfied: regex!=2019.12.17 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+24.g89c05065) (2022.10.31)
Requirement already satisfied: tokenizers!=0.11.3,<0.13,>=0.11.1 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+24.g89c05065) (0.12.1)
Requirement already satisfied: pyyaml>=5.1 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+24.g89c05065) (6.0)
Requirement already satisfied: sacremoses in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+24.g89c05065) (0.0.53)
Requirement already satisfied: filelock in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+24.g89c05065) (3.8.0)
Requirement already satisfied: packaging>=20.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+24.g89c05065) (21.3)
Requirement already satisfied: huggingface-hub<1.0,>=0.1.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+24.g89c05065) (0.11.0)
Requirement already satisfied: protobuf<4,>=3.13 in ./.tox/py38-gpu/lib/python3.8/site-packages (from tensorflow-metadata->transformers4rec==0.1.14+24.g89c05065) (3.20.3)
Requirement already satisfied: googleapis-common-protos<2,>=1.52.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from tensorflow-metadata->transformers4rec==0.1.14+24.g89c05065) (1.57.0)
Requirement already satisfied: absl-py<2.0.0,>=0.9 in ./.tox/py38-gpu/lib/python3.8/site-packages (from tensorflow-metadata->transformers4rec==0.1.14+24.g89c05065) (1.3.0)
Requirement already satisfied: typing-extensions>=3.7.4.3 in ./.tox/py38-gpu/lib/python3.8/site-packages (from huggingface-hub<1.0,>=0.1.0->transformers<4.19->transformers4rec==0.1.14+24.g89c05065) (4.4.0)
Requirement already satisfied: pyparsing!=3.0.5,>=2.0.2 in ./.tox/py38-gpu/lib/python3.8/site-packages (from packaging>=20.0->transformers<4.19->transformers4rec==0.1.14+24.g89c05065) (3.0.9)
Requirement already satisfied: multidict in ./.tox/py38-gpu/lib/python3.8/site-packages (from grpclib->betterproto<2.0.0->transformers4rec==0.1.14+24.g89c05065) (6.0.2)
Requirement already satisfied: h2<5,>=3.1.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from grpclib->betterproto<2.0.0->transformers4rec==0.1.14+24.g89c05065) (4.1.0)
Requirement already satisfied: charset-normalizer<3,>=2 in ./.tox/py38-gpu/lib/python3.8/site-packages (from requests->transformers<4.19->transformers4rec==0.1.14+24.g89c05065) (2.1.1)
Requirement already satisfied: certifi>=2017.4.17 in ./.tox/py38-gpu/lib/python3.8/site-packages (from requests->transformers<4.19->transformers4rec==0.1.14+24.g89c05065) (2022.9.24)
Requirement already satisfied: idna<4,>=2.5 in ./.tox/py38-gpu/lib/python3.8/site-packages (from requests->transformers<4.19->transformers4rec==0.1.14+24.g89c05065) (3.4)
Requirement already satisfied: urllib3<1.27,>=1.21.1 in ./.tox/py38-gpu/lib/python3.8/site-packages (from requests->transformers<4.19->transformers4rec==0.1.14+24.g89c05065) (1.26.12)
Requirement already satisfied: six in ./.tox/py38-gpu/lib/python3.8/site-packages (from sacremoses->transformers<4.19->transformers4rec==0.1.14+24.g89c05065) (1.16.0)
Requirement already satisfied: joblib in ./.tox/py38-gpu/lib/python3.8/site-packages (from sacremoses->transformers<4.19->transformers4rec==0.1.14+24.g89c05065) (1.2.0)
Requirement already satisfied: click in ./.tox/py38-gpu/lib/python3.8/site-packages (from sacremoses->transformers<4.19->transformers4rec==0.1.14+24.g89c05065) (8.1.3)
Requirement already satisfied: hyperframe<7,>=6.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->transformers4rec==0.1.14+24.g89c05065) (6.0.1)
Requirement already satisfied: hpack<5,>=4.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->transformers4rec==0.1.14+24.g89c05065) (4.0.0)
Building wheels for collected packages: transformers4rec
  Building wheel for transformers4rec (pyproject.toml): started
  Building wheel for transformers4rec (pyproject.toml): finished with status 'done'
  Created wheel for transformers4rec: filename=transformers4rec-0.1.14+24.g89c05065-py3-none-any.whl size=477567 sha256=81b2bd763873196a89517f8bc1f733b0a705167ee603c4c6f679ba76825ba944
  Stored in directory: /tmp/pip-ephem-wheel-cache-v145wqh0/wheels/cb/5d/b4/e081835ae498194a418e957657f998bdff0fa2bd103855a861
Successfully built transformers4rec
Installing collected packages: transformers4rec
  Attempting uninstall: transformers4rec
    Found existing installation: transformers4rec 0.1.14+24.g89c05065
    Uninstalling transformers4rec-0.1.14+24.g89c05065:
      Successfully uninstalled transformers4rec-0.1.14+24.g89c05065
Successfully installed transformers4rec-0.1.14+24.g89c05065
___________________________________ summary ____________________________________
  py38-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=2 python test_res_push.py "https://api.GitHub.com/repos/NVIDIA-Merlin/Transformers4Rec/issues/$ghprbPullId/comments" "/var/jenkins_home/jobs/$JOB_NAME/builds/$BUILD_NUMBER/log" 
[transformers4rec_tests] $ /bin/bash /tmp/jenkins12059062977391011396.sh

nvidia-merlin-bot · 2022-11-23T22:34:50Z

Click to view CI Results

GitHub pull request #540 of commit 21ce6cf4940a8bd7e0873bb5cad615c4c1ef4fa0, no merge conflicts.
Running as SYSTEM
Setting status of 21ce6cf4940a8bd7e0873bb5cad615c4c1ef4fa0 to PENDING with url http://merlin-infra1.nvidia.com:8080/job/transformers4rec_tests/345/ and message: 'Build started for merge commit.'
Using context: Jenkins Unit Test Run
Building on master in workspace /var/jenkins_home/workspace/transformers4rec_tests
using credential nvidia-merlin-bot
Cloning the remote Git repository
Cloning repository https://github.com/NVIDIA-Merlin/Transformers4Rec.git
 > git init /var/jenkins_home/workspace/transformers4rec_tests/transformers4rec # timeout=10
Fetching upstream changes from https://github.com/NVIDIA-Merlin/Transformers4Rec.git
 > git --version # timeout=10
using GIT_ASKPASS to set credentials This is the bot credentials for our CI/CD
 > git fetch --tags --force --progress -- https://github.com/NVIDIA-Merlin/Transformers4Rec.git +refs/heads/*:refs/remotes/origin/* # timeout=10
 > git config remote.origin.url https://github.com/NVIDIA-Merlin/Transformers4Rec.git # timeout=10
 > git config --add remote.origin.fetch +refs/heads/*:refs/remotes/origin/* # timeout=10
 > git config remote.origin.url https://github.com/NVIDIA-Merlin/Transformers4Rec.git # timeout=10
Fetching upstream changes from https://github.com/NVIDIA-Merlin/Transformers4Rec.git
using GIT_ASKPASS to set credentials This is the bot credentials for our CI/CD
 > git fetch --tags --force --progress -- https://github.com/NVIDIA-Merlin/Transformers4Rec.git +refs/pull/540/*:refs/remotes/origin/pr/540/* # timeout=10
 > git rev-parse 21ce6cf4940a8bd7e0873bb5cad615c4c1ef4fa0^{commit} # timeout=10
Checking out Revision 21ce6cf4940a8bd7e0873bb5cad615c4c1ef4fa0 (detached)
 > git config core.sparsecheckout # timeout=10
 > git checkout -f 21ce6cf4940a8bd7e0873bb5cad615c4c1ef4fa0 # timeout=10
Commit message: "Merge branch 'main' into synthetic-data"
 > git rev-list --no-walk f1c95a56c3331fbd383957d040c7bdd5331d8d79 # timeout=10
[transformers4rec_tests] $ /bin/bash /tmp/jenkins9606852114977488636.sh
GLOB sdist-make: /var/jenkins_home/workspace/transformers4rec_tests/transformers4rec/setup.py
py38-gpu create: /var/jenkins_home/workspace/transformers4rec_tests/transformers4rec/.tox/py38-gpu
py38-gpu inst: /var/jenkins_home/workspace/transformers4rec_tests/transformers4rec/.tox/.tmp/package/1/transformers4rec-0.1.14+27.g21ce6cf4.zip
WARNING: Discarding $PYTHONPATH from environment, to override specify PYTHONPATH in 'passenv' in your configuration.
py38-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==1.27.15,Babel==2.10.3,backcall==0.2.0,beautifulsoup4==4.11.1,betterproto==1.2.5,bleach==5.0.1,boto3==1.24.75,botocore==1.29.15,Brotli==1.0.9,cachetools==5.2.0,certifi==2022.9.24,cffi==1.15.1,charset-normalizer==2.1.1,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,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,docker-pycreds==0.4.0,docutils==0.16,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-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==3.4,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,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-core==4.11.1,jupyter-server==1.18.1,jupyter_client==7.3.5,jupyterlab==3.4.7,jupyterlab-pygments==0.2.2,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,llvmlite==0.39.1,locket==1.0.0,lxml==4.9.1,Mako==1.2.4,Markdown==3.4.1,MarkupSafe==2.1.1,matplotlib==3.6.0,matplotlib-inline==0.1.6,merlin-core==0.6.0+1.g5926fcf,merlin-models==0.7.0+11.g280956aa4,merlin-systems==0.5.0+4.g15074ad,mistune==2.0.4,mmh3==3.0.0,mpi4py==3.1.3,msgpack==1.0.4,multidict==6.0.2,mypy-extensions==0.4.3,nbclassic==0.4.3,nbclient==0.6.8,nbconvert==7.0.0,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,nvtabular==1.4.0+8.g95e12d347,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,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-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==2.28.1,requests-oauthlib==1.3.1,rsa==4.7.2,s3transfer==0.6.0,sacremoses==0.0.53,scikit-build==0.15.0,scikit-learn==1.1.2,scipy==1.8.1,Send2Trash==1.8.0,sentry-sdk==1.9.8,setproctitle==1.3.2,setuptools-scm==7.0.5,shortuuid==1.0.9,six==1.16.0,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,sphinxcontrib-applehelp==1.0.2,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,tabulate==0.8.10,tblib==1.7.0,tenacity==8.0.1,tensorboard==2.9.1,tensorboard-data-server==0.6.1,tensorboard-plugin-wit==1.8.1,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==0.1.14+27.g21ce6cf4,treelite==2.3.0,treelite-runtime==2.3.0,tritonclient==2.25.0,typing-inspect==0.8.0,typing_extensions==4.3.0,urllib3==1.26.12,uvicorn==0.18.3,uvloop==0.17.0,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,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
py38-gpu run-test-pre: PYTHONHASHSEED='1437706911'
py38-gpu run-test: commands[0] | pip install --upgrade pip
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Requirement already satisfied: pip in ./.tox/py38-gpu/lib/python3.8/site-packages (22.3.1)
py38-gpu run-test: commands[1] | pip install .
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Processing /var/jenkins_home/workspace/transformers4rec_tests/transformers4rec
  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 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+27.g21ce6cf4) (1.11.0)
Requirement already satisfied: tqdm>=4.27 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+27.g21ce6cf4) (4.64.1)
Requirement already satisfied: numpy>=1.17.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+27.g21ce6cf4) (1.23.5)
Requirement already satisfied: transformers<4.19 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+27.g21ce6cf4) (4.18.0)
Requirement already satisfied: pyarrow>=1.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+27.g21ce6cf4) (10.0.1)
Requirement already satisfied: betterproto<2.0.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+27.g21ce6cf4) (1.2.5)
Requirement already satisfied: stringcase in ./.tox/py38-gpu/lib/python3.8/site-packages (from betterproto<2.0.0->transformers4rec==0.1.14+27.g21ce6cf4) (1.2.0)
Requirement already satisfied: grpclib in ./.tox/py38-gpu/lib/python3.8/site-packages (from betterproto<2.0.0->transformers4rec==0.1.14+27.g21ce6cf4) (0.4.3)
Requirement already satisfied: pyyaml>=5.1 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+27.g21ce6cf4) (6.0)
Requirement already satisfied: packaging>=20.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+27.g21ce6cf4) (21.3)
Requirement already satisfied: regex!=2019.12.17 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+27.g21ce6cf4) (2022.10.31)
Requirement already satisfied: requests in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+27.g21ce6cf4) (2.28.1)
Requirement already satisfied: tokenizers!=0.11.3,<0.13,>=0.11.1 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+27.g21ce6cf4) (0.12.1)
Requirement already satisfied: filelock in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+27.g21ce6cf4) (3.8.0)
Requirement already satisfied: huggingface-hub<1.0,>=0.1.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+27.g21ce6cf4) (0.11.0)
Requirement already satisfied: sacremoses in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+27.g21ce6cf4) (0.0.53)
Requirement already satisfied: googleapis-common-protos<2,>=1.52.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from tensorflow-metadata->transformers4rec==0.1.14+27.g21ce6cf4) (1.57.0)
Requirement already satisfied: protobuf<4,>=3.13 in ./.tox/py38-gpu/lib/python3.8/site-packages (from tensorflow-metadata->transformers4rec==0.1.14+27.g21ce6cf4) (3.20.3)
Requirement already satisfied: absl-py<2.0.0,>=0.9 in ./.tox/py38-gpu/lib/python3.8/site-packages (from tensorflow-metadata->transformers4rec==0.1.14+27.g21ce6cf4) (1.3.0)
Requirement already satisfied: typing-extensions>=3.7.4.3 in ./.tox/py38-gpu/lib/python3.8/site-packages (from huggingface-hub<1.0,>=0.1.0->transformers<4.19->transformers4rec==0.1.14+27.g21ce6cf4) (4.4.0)
Requirement already satisfied: pyparsing!=3.0.5,>=2.0.2 in ./.tox/py38-gpu/lib/python3.8/site-packages (from packaging>=20.0->transformers<4.19->transformers4rec==0.1.14+27.g21ce6cf4) (3.0.9)
Requirement already satisfied: multidict in ./.tox/py38-gpu/lib/python3.8/site-packages (from grpclib->betterproto<2.0.0->transformers4rec==0.1.14+27.g21ce6cf4) (6.0.2)
Requirement already satisfied: h2<5,>=3.1.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from grpclib->betterproto<2.0.0->transformers4rec==0.1.14+27.g21ce6cf4) (4.1.0)
Requirement already satisfied: idna<4,>=2.5 in ./.tox/py38-gpu/lib/python3.8/site-packages (from requests->transformers<4.19->transformers4rec==0.1.14+27.g21ce6cf4) (3.4)
Requirement already satisfied: charset-normalizer<3,>=2 in ./.tox/py38-gpu/lib/python3.8/site-packages (from requests->transformers<4.19->transformers4rec==0.1.14+27.g21ce6cf4) (2.1.1)
Requirement already satisfied: urllib3<1.27,>=1.21.1 in ./.tox/py38-gpu/lib/python3.8/site-packages (from requests->transformers<4.19->transformers4rec==0.1.14+27.g21ce6cf4) (1.26.12)
Requirement already satisfied: certifi>=2017.4.17 in ./.tox/py38-gpu/lib/python3.8/site-packages (from requests->transformers<4.19->transformers4rec==0.1.14+27.g21ce6cf4) (2022.9.24)
Requirement already satisfied: joblib in ./.tox/py38-gpu/lib/python3.8/site-packages (from sacremoses->transformers<4.19->transformers4rec==0.1.14+27.g21ce6cf4) (1.2.0)
Requirement already satisfied: six in ./.tox/py38-gpu/lib/python3.8/site-packages (from sacremoses->transformers<4.19->transformers4rec==0.1.14+27.g21ce6cf4) (1.16.0)
Requirement already satisfied: click in ./.tox/py38-gpu/lib/python3.8/site-packages (from sacremoses->transformers<4.19->transformers4rec==0.1.14+27.g21ce6cf4) (8.1.3)
Requirement already satisfied: hyperframe<7,>=6.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->transformers4rec==0.1.14+27.g21ce6cf4) (6.0.1)
Requirement already satisfied: hpack<5,>=4.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from h2<5,>=3.1.0->grpclib->betterproto<2.0.0->transformers4rec==0.1.14+27.g21ce6cf4) (4.0.0)
Building wheels for collected packages: transformers4rec
  Building wheel for transformers4rec (pyproject.toml): started
  Building wheel for transformers4rec (pyproject.toml): finished with status 'done'
  Created wheel for transformers4rec: filename=transformers4rec-0.1.14+27.g21ce6cf4-py3-none-any.whl size=477561 sha256=d9392eefaac291999aff5b1e428a0ac129a7a4531beb980f966fd65f54bb5be9
  Stored in directory: /tmp/pip-ephem-wheel-cache-7h9ar7ox/wheels/cb/5d/b4/e081835ae498194a418e957657f998bdff0fa2bd103855a861
Successfully built transformers4rec
Installing collected packages: transformers4rec
  Attempting uninstall: transformers4rec
    Found existing installation: transformers4rec 0.1.14+27.g21ce6cf4
    Uninstalling transformers4rec-0.1.14+27.g21ce6cf4:
      Successfully uninstalled transformers4rec-0.1.14+27.g21ce6cf4
Successfully installed transformers4rec-0.1.14+27.g21ce6cf4
___________________________________ summary ____________________________________
  py38-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=2 python test_res_push.py "https://api.GitHub.com/repos/NVIDIA-Merlin/Transformers4Rec/issues/$ghprbPullId/comments" "/var/jenkins_home/jobs/$JOB_NAME/builds/$BUILD_NUMBER/log" 
[transformers4rec_tests] $ /bin/bash /tmp/jenkins14786468686505343207.sh

sararb added 2 commits November 18, 2022 19:19

add music-streaming synthetic data for multi task support in Trainer …

a59f91b

…class

update pyarrow import

7c84cfb

sararb added Multi-GPU area/tests labels Nov 19, 2022

sararb added this to the Merlin 22.12 milestone Nov 19, 2022

sararb self-assigned this Nov 19, 2022

sararb requested review from gabrielspmoreira and nzarif November 19, 2022 00:27

sararb added the enhancement New feature or request label Nov 19, 2022

nzarif approved these changes Nov 19, 2022

View reviewed changes

Merge branch 'main' into synthetic-data

30d7473

Merge branch 'main' into synthetic-data

06dbdb5

Merge branch 'main' into synthetic-data

bf39e71

remove hf_format from unit test

89c0506

Merge branch 'main' into synthetic-data

21ce6cf

sararb merged commit 776af7b into main Nov 23, 2022

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Add music-streaming synthetic data to test the support of all predictions tasks with the Trainer class #540

Add music-streaming synthetic data to test the support of all predictions tasks with the Trainer class #540

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nvidia-merlin-bot commented Nov 23, 2022

Add music-streaming synthetic data to test the support of all predictions tasks with the Trainer class #540

Add music-streaming synthetic data to test the support of all predictions tasks with the Trainer class #540

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