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Extend trainer class to support all T4Rec prediction tasks #564

Merged
merged 34 commits into from
Dec 12, 2022
Merged

Extend trainer class to support all T4Rec prediction tasks #564

merged 34 commits into from
Dec 12, 2022

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sararb
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@sararb sararb commented Dec 6, 2022 •
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Fixes #554 #505 #261

  • The trainer class is now accepting a T4Rec model defined with binary or regression tasks.

  • Remove the HFWrapper class as the Trainer is now supporting the base T4Rec Model class.

  • Set the default of the trainer's argument predict_top_k to 0 instead of 10.

    • Note that getting the top-k predictions is specific to NextItemPredictionTask and the user should explicitly set the parameter in the T4RecTrainingArguments object. If not specified, the method Trainer.predict() returns unsorted predictions for the whole item catalog.

  • Support multi-task learning in the Trainer class: it accepts any T4Rec model defined with multiple tasks and/or multiple heads.

Goals ⚽

Implementation Details 🚧

  • Update PyArrowDataloader to support returning the targets. I also added a deprecation warning to remove PyArrowDataloader in a future release as it is slow and not gpu-optimized.
  • Set the default type of inputs to float32 (which is the default type expected by PyTorch).
  • Squeeze the second dimension 1 of scalar inputs.
  • Add support for multiple predictions in the Trainer.
  • Override the HF method compute_loss to pass the parameter targets to the model.
  • Remove the HFWrapper module as it is not needed anymore with the custom compute_loss
  • Set the default value of the training argument predict_top_k to 0 instead of 10 as top-k predictions is specific to the next-item prediction task.

Testing Details 🔍

  • Update tests in test_trainer.py to use merlin data loader instead of the pyarrow one,
  • Add a unit-test to test_trainer.py that train/evaluate models with three different prediction tasks, using the Trainer class.

nzarif and others added 25 commits November 19, 2022 01:45
part1 refactoring done and all torch unit tests pass
ca51777
fixed formatting with black
867e7c0
redid changes from t4rec_refactor branch
9ed0144
fixed some unit tests
445007c
part1 refactoring done and all torch unit tests pass
9666510
fixed formatting with black
ad2a578
redid changes from t4rec_refactor branch
3d6fe64
fixed some unit tests
a49d09b
all tests but 2 pass
c583c95
merged with latest version of main
b66c145
make flake8 ignore line 230
6975eed
addressing flake8 errors
41c673e
removed hf_format from notebooks
1b3ba5b
all unit tests pass
fef4af9
fixed a problem in aggregiating inference mode
7e1c3c3
fixed assertion to match new Head output format
70aa746
merged with main
04a1260
fixed with black
ec92eb6
addressed Sara's comments
d7a5e4b
minor change for user comprehension
4b1a6f1
@sararb
update the logic of calculate_metrics
a0b74ca
@sararb
fix merge conflict with main branch
3edb7c8
@sararb
simplify the logic of calculate_metrics
8be346f
@sararb
Merge branch 'main' into refactor_part2
6e64490
@sararb
extend Trainer class to support any prediciton task
12c77aa
@sararb sararb added enhancement New feature or request Multi-GPU labels Dec 6, 2022
@sararb sararb added this to the Merlin 22.12 milestone Dec 6, 2022
@sararb sararb self-assigned this Dec 6, 2022
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sararb
sararb commented Dec 6, 2022
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transformers4rec/torch/trainer.py
"""
inputs, targets = inputs
outputs = model(inputs, targets=targets, training=True)
# Save past state if it exists
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This comment was copied from the HF original method compute_loss to track the #TODO if we upgrade the HF version.

sararb
sararb commented Dec 6, 2022
View reviewed changes
transformers4rec/torch/trainer.py
@@ -488,6 +513,11 @@ def evaluation_loop(
else nested_concat(labels_host, labels, padding_index=0)
)
if preds is not None and self.args.predict_top_k > 0:
if isinstance(preds, dict):
assert (
"next-item" in preds
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NextItemPrediction does not expect an input target (it uses the masked item-ids as labels) so the task is always returning a prediction tensor indexed by the fixed name next-item

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GitHub pull request #564 of commit 65dfb06193fb6df352b1ffb036d5eb1ba2cad2ba, no merge conflicts.
Running as SYSTEM
Setting status of 65dfb06193fb6df352b1ffb036d5eb1ba2cad2ba to PENDING with url http://merlin-infra1.nvidia.com:8080/job/transformers4rec_tests/375/ and message: 'Build started for merge commit.'
Using context: Jenkins Unit Test Run
Building on the built-in node in workspace /var/jenkins_home/jobs/transformers4rec_tests/workspace
using credential nvidia-merlin-bot
 > 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/Transformers4Rec.git # 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/pull/564/*:refs/remotes/origin/pr/564/* # timeout=10
 > git rev-parse 65dfb06193fb6df352b1ffb036d5eb1ba2cad2ba^{commit} # timeout=10
Checking out Revision 65dfb06193fb6df352b1ffb036d5eb1ba2cad2ba (detached)
 > git config core.sparsecheckout # timeout=10
 > git checkout -f 65dfb06193fb6df352b1ffb036d5eb1ba2cad2ba # timeout=10
Commit message: "enable merlin dataloader for cpu tests"
 > git rev-list --no-walk 12c77aaf7447f85f1bb7b2ca904407a02cbdcbe8 # timeout=10
[workspace] $ /bin/bash /tmp/jenkins581684043430648473.sh
GLOB sdist-make: /var/jenkins_home/workspace/transformers4rec_tests/transformers4rec/setup.py
py38-gpu recreate: /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+52.g65dfb061.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==1.27.23,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==1.29.23,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==3.0.4,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,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-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+52.g65dfb061,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='4280045805'
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: transformers<4.19 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+52.g65dfb061) (4.18.0)
Requirement already satisfied: tqdm>=4.27 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+52.g65dfb061) (4.64.1)
Requirement already satisfied: pyarrow>=1.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+52.g65dfb061) (10.0.1)
Requirement already satisfied: numpy>=1.17.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+52.g65dfb061) (1.23.5)
Requirement already satisfied: betterproto<2.0.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+52.g65dfb061) (1.2.5)
Requirement already satisfied: tensorflow-metadata in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+52.g65dfb061) (1.12.0)
Requirement already satisfied: grpclib in ./.tox/py38-gpu/lib/python3.8/site-packages (from betterproto<2.0.0->transformers4rec==0.1.14+52.g65dfb061) (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+52.g65dfb061) (1.2.0)
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+52.g65dfb061) (0.11.1)
Requirement already satisfied: regex!=2019.12.17 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+52.g65dfb061) (2022.10.31)
Requirement already satisfied: requests in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+52.g65dfb061) (2.28.1)
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Requirement already satisfied: filelock in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+52.g65dfb061) (3.8.2)
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Requirement already satisfied: sacremoses in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+52.g65dfb061) (0.0.53)
Requirement already satisfied: packaging>=20.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+52.g65dfb061) (21.3)
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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+52.g65dfb061) (1.57.0)
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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+52.g65dfb061) (4.1.0)
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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+52.g65dfb061) (1.26.13)
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+52.g65dfb061) (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+52.g65dfb061) (2022.9.24)
Requirement already satisfied: click in ./.tox/py38-gpu/lib/python3.8/site-packages (from sacremoses->transformers<4.19->transformers4rec==0.1.14+52.g65dfb061) (8.1.3)
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Requirement already satisfied: joblib in ./.tox/py38-gpu/lib/python3.8/site-packages (from sacremoses->transformers<4.19->transformers4rec==0.1.14+52.g65dfb061) (1.2.0)
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+52.g65dfb061) (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+52.g65dfb061) (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+52.g65dfb061-py3-none-any.whl size=479594 sha256=450106d3048a2958f203829cfb4679879b820090f6f6e6bace10e3f539a784c0
  Stored in directory: /tmp/pip-ephem-wheel-cache-j_8nx3x5/wheels/cb/5d/b4/e081835ae498194a418e957657f998bdff0fa2bd103855a861
Successfully built transformers4rec
Installing collected packages: transformers4rec
  Attempting uninstall: transformers4rec
    Found existing installation: transformers4rec 0.1.14+52.g65dfb061
    Uninstalling transformers4rec-0.1.14+52.g65dfb061:
      Successfully uninstalled transformers4rec-0.1.14+52.g65dfb061
Successfully installed transformers4rec-0.1.14+52.g65dfb061
___________________________________ 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" 
[workspace] $ /bin/bash /tmp/jenkins10808240233938536134.sh

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Documentation preview

https://nvidia-merlin.github.io/Transformers4Rec/review/pr-564

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GitHub pull request #564 of commit 23947497f72f8135431a914da9535adeb40f7c4e, no merge conflicts.
Running as SYSTEM
Setting status of 23947497f72f8135431a914da9535adeb40f7c4e to PENDING with url http://merlin-infra1.nvidia.com:8080/job/transformers4rec_tests/376/ and message: 'Build started for merge commit.'
Using context: Jenkins Unit Test Run
Building on the built-in node in workspace /var/jenkins_home/jobs/transformers4rec_tests/workspace
using credential nvidia-merlin-bot
 > 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/Transformers4Rec.git # 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/pull/564/*:refs/remotes/origin/pr/564/* # timeout=10
 > git rev-parse 23947497f72f8135431a914da9535adeb40f7c4e^{commit} # timeout=10
Checking out Revision 23947497f72f8135431a914da9535adeb40f7c4e (detached)
 > git config core.sparsecheckout # timeout=10
 > git checkout -f 23947497f72f8135431a914da9535adeb40f7c4e # timeout=10
Commit message: "fix merge conflict"
 > git rev-list --no-walk 65dfb06193fb6df352b1ffb036d5eb1ba2cad2ba # timeout=10
[workspace] $ /bin/bash /tmp/jenkins16505026750685924795.sh
GLOB sdist-make: /var/jenkins_home/workspace/transformers4rec_tests/transformers4rec/setup.py
py38-gpu recreate: /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+55.g23947497.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==1.27.24,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==1.29.24,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==3.0.4,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,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-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+55.g23947497,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='1362762305'
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: transformers<4.19 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+55.g23947497) (4.18.0)
Requirement already satisfied: betterproto<2.0.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+55.g23947497) (1.2.5)
Requirement already satisfied: tqdm>=4.27 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+55.g23947497) (4.64.1)
Requirement already satisfied: numpy>=1.17.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+55.g23947497) (1.23.5)
Requirement already satisfied: tensorflow-metadata in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+55.g23947497) (1.12.0)
Requirement already satisfied: pyarrow>=1.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+55.g23947497) (10.0.1)
Requirement already satisfied: stringcase in ./.tox/py38-gpu/lib/python3.8/site-packages (from betterproto<2.0.0->transformers4rec==0.1.14+55.g23947497) (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+55.g23947497) (0.4.3)
Requirement already satisfied: packaging>=20.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+55.g23947497) (21.3)
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+55.g23947497) (0.12.1)
Requirement already satisfied: regex!=2019.12.17 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+55.g23947497) (2022.10.31)
Requirement already satisfied: requests in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+55.g23947497) (2.28.1)
Requirement already satisfied: pyyaml>=5.1 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+55.g23947497) (6.0)
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+55.g23947497) (0.11.1)
Requirement already satisfied: filelock in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+55.g23947497) (3.8.2)
Requirement already satisfied: sacremoses in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+55.g23947497) (0.0.53)
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+55.g23947497) (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+55.g23947497) (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+55.g23947497) (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+55.g23947497) (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+55.g23947497) (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+55.g23947497) (6.0.3)
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+55.g23947497) (4.1.0)
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+55.g23947497) (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+55.g23947497) (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+55.g23947497) (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+55.g23947497) (1.26.13)
Requirement already satisfied: six in ./.tox/py38-gpu/lib/python3.8/site-packages (from sacremoses->transformers<4.19->transformers4rec==0.1.14+55.g23947497) (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+55.g23947497) (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+55.g23947497) (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+55.g23947497) (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+55.g23947497) (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+55.g23947497-py3-none-any.whl size=480873 sha256=3994af651267ff8a2cde1821c4bb3be3e24ea16346ca11f49e7ca49525222926
  Stored in directory: /tmp/pip-ephem-wheel-cache-x4bormpo/wheels/cb/5d/b4/e081835ae498194a418e957657f998bdff0fa2bd103855a861
Successfully built transformers4rec
Installing collected packages: transformers4rec
  Attempting uninstall: transformers4rec
    Found existing installation: transformers4rec 0.1.14+55.g23947497
    Uninstalling transformers4rec-0.1.14+55.g23947497:
      Successfully uninstalled transformers4rec-0.1.14+55.g23947497
Successfully installed transformers4rec-0.1.14+55.g23947497
___________________________________ 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" 
[workspace] $ /bin/bash /tmp/jenkins6893490041550257266.sh

@nvidia-merlin-bot
Copy link

Click to view CI Results
GitHub pull request #564 of commit 13f60346ad7b887d1b26a52c2b39a2ab88347422, no merge conflicts.
Running as SYSTEM
Setting status of 13f60346ad7b887d1b26a52c2b39a2ab88347422 to PENDING with url http://merlin-infra1.nvidia.com:8080/job/transformers4rec_tests/377/ and message: 'Build started for merge commit.'
Using context: Jenkins Unit Test Run
Building on the built-in node in workspace /var/jenkins_home/jobs/transformers4rec_tests/workspace
using credential nvidia-merlin-bot
 > 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/Transformers4Rec.git # 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/pull/564/*:refs/remotes/origin/pr/564/* # timeout=10
 > git rev-parse 13f60346ad7b887d1b26a52c2b39a2ab88347422^{commit} # timeout=10
Checking out Revision 13f60346ad7b887d1b26a52c2b39a2ab88347422 (detached)
 > git config core.sparsecheckout # timeout=10
 > git checkout -f 13f60346ad7b887d1b26a52c2b39a2ab88347422 # timeout=10
Commit message: "fix lint error due to merge conflict"
 > git rev-list --no-walk 23947497f72f8135431a914da9535adeb40f7c4e # timeout=10
[workspace] $ /bin/bash /tmp/jenkins13945870941542595612.sh
GLOB sdist-make: /var/jenkins_home/workspace/transformers4rec_tests/transformers4rec/setup.py
py38-gpu recreate: /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+56.g13f60346.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==1.27.24,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==1.29.24,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==3.0.4,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,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-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+56.g13f60346,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='2238390938'
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: transformers<4.19 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+56.g13f60346) (4.18.0)
Requirement already satisfied: betterproto<2.0.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+56.g13f60346) (1.2.5)
Requirement already satisfied: pyarrow>=1.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+56.g13f60346) (10.0.1)
Requirement already satisfied: numpy>=1.17.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+56.g13f60346) (1.23.5)
Requirement already satisfied: tqdm>=4.27 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+56.g13f60346) (4.64.1)
Requirement already satisfied: tensorflow-metadata in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+56.g13f60346) (1.12.0)
Requirement already satisfied: stringcase in ./.tox/py38-gpu/lib/python3.8/site-packages (from betterproto<2.0.0->transformers4rec==0.1.14+56.g13f60346) (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+56.g13f60346) (0.4.3)
Requirement already satisfied: filelock in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+56.g13f60346) (3.8.2)
Requirement already satisfied: packaging>=20.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+56.g13f60346) (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+56.g13f60346) (6.0)
Requirement already satisfied: regex!=2019.12.17 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+56.g13f60346) (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+56.g13f60346) (0.12.1)
Requirement already satisfied: sacremoses in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+56.g13f60346) (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+56.g13f60346) (0.11.1)
Requirement already satisfied: requests in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+56.g13f60346) (2.28.1)
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+56.g13f60346) (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+56.g13f60346) (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+56.g13f60346) (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+56.g13f60346) (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+56.g13f60346) (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+56.g13f60346) (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+56.g13f60346) (6.0.3)
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+56.g13f60346) (2022.9.24)
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+56.g13f60346) (1.26.13)
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+56.g13f60346) (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+56.g13f60346) (2.1.1)
Requirement already satisfied: joblib in ./.tox/py38-gpu/lib/python3.8/site-packages (from sacremoses->transformers<4.19->transformers4rec==0.1.14+56.g13f60346) (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+56.g13f60346) (8.1.3)
Requirement already satisfied: six in ./.tox/py38-gpu/lib/python3.8/site-packages (from sacremoses->transformers<4.19->transformers4rec==0.1.14+56.g13f60346) (1.16.0)
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+56.g13f60346) (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+56.g13f60346) (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+56.g13f60346-py3-none-any.whl size=480874 sha256=bc5b360b55b690ff8444cd233997f9eef3b50879148235834dcd5e6a7237bec3
  Stored in directory: /tmp/pip-ephem-wheel-cache-q5eajcll/wheels/cb/5d/b4/e081835ae498194a418e957657f998bdff0fa2bd103855a861
Successfully built transformers4rec
Installing collected packages: transformers4rec
  Attempting uninstall: transformers4rec
    Found existing installation: transformers4rec 0.1.14+56.g13f60346
    Uninstalling transformers4rec-0.1.14+56.g13f60346:
      Successfully uninstalled transformers4rec-0.1.14+56.g13f60346
Successfully installed transformers4rec-0.1.14+56.g13f60346
___________________________________ 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" 
[workspace] $ /bin/bash /tmp/jenkins918564536063977771.sh

@nvidia-merlin-bot
Copy link

Click to view CI Results
GitHub pull request #564 of commit 78b7c04cf3335647147a37a8dc6496bfe24d6e6b, no merge conflicts.
Running as SYSTEM
Setting status of 78b7c04cf3335647147a37a8dc6496bfe24d6e6b to PENDING with url http://merlin-infra1.nvidia.com:8080/job/transformers4rec_tests/378/ and message: 'Build started for merge commit.'
Using context: Jenkins Unit Test Run
Building on the built-in node in workspace /var/jenkins_home/jobs/transformers4rec_tests/workspace
using credential nvidia-merlin-bot
 > 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/Transformers4Rec.git # 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/pull/564/*:refs/remotes/origin/pr/564/* # timeout=10
 > git rev-parse 78b7c04cf3335647147a37a8dc6496bfe24d6e6b^{commit} # timeout=10
Checking out Revision 78b7c04cf3335647147a37a8dc6496bfe24d6e6b (detached)
 > git config core.sparsecheckout # timeout=10
 > git checkout -f 78b7c04cf3335647147a37a8dc6496bfe24d6e6b # timeout=10
Commit message: "some fixes"
 > git rev-list --no-walk 13f60346ad7b887d1b26a52c2b39a2ab88347422 # timeout=10
[workspace] $ /bin/bash /tmp/jenkins9386135443732950915.sh
GLOB sdist-make: /var/jenkins_home/workspace/transformers4rec_tests/transformers4rec/setup.py
py38-gpu recreate: /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+57.g78b7c04c.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==1.27.24,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==1.29.24,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==3.0.4,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,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-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+57.g78b7c04c,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='3323012123'
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: transformers<4.19 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+57.g78b7c04c) (4.18.0)
Requirement already satisfied: betterproto<2.0.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+57.g78b7c04c) (1.2.5)
Requirement already satisfied: tqdm>=4.27 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+57.g78b7c04c) (4.64.1)
Requirement already satisfied: tensorflow-metadata in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+57.g78b7c04c) (1.12.0)
Requirement already satisfied: pyarrow>=1.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+57.g78b7c04c) (10.0.1)
Requirement already satisfied: numpy>=1.17.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+57.g78b7c04c) (1.23.5)
Requirement already satisfied: stringcase in ./.tox/py38-gpu/lib/python3.8/site-packages (from betterproto<2.0.0->transformers4rec==0.1.14+57.g78b7c04c) (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+57.g78b7c04c) (0.4.3)
Requirement already satisfied: requests in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+57.g78b7c04c) (2.28.1)
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+57.g78b7c04c) (0.11.1)
Requirement already satisfied: regex!=2019.12.17 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+57.g78b7c04c) (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+57.g78b7c04c) (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+57.g78b7c04c) (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+57.g78b7c04c) (21.3)
Requirement already satisfied: filelock in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+57.g78b7c04c) (3.8.2)
Requirement already satisfied: sacremoses in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+57.g78b7c04c) (0.0.53)
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+57.g78b7c04c) (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+57.g78b7c04c) (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+57.g78b7c04c) (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+57.g78b7c04c) (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+57.g78b7c04c) (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+57.g78b7c04c) (6.0.3)
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+57.g78b7c04c) (4.1.0)
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+57.g78b7c04c) (2022.9.24)
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+57.g78b7c04c) (1.26.13)
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+57.g78b7c04c) (2.1.1)
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+57.g78b7c04c) (3.4)
Requirement already satisfied: click in ./.tox/py38-gpu/lib/python3.8/site-packages (from sacremoses->transformers<4.19->transformers4rec==0.1.14+57.g78b7c04c) (8.1.3)
Requirement already satisfied: joblib in ./.tox/py38-gpu/lib/python3.8/site-packages (from sacremoses->transformers<4.19->transformers4rec==0.1.14+57.g78b7c04c) (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+57.g78b7c04c) (1.16.0)
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+57.g78b7c04c) (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+57.g78b7c04c) (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+57.g78b7c04c-py3-none-any.whl size=480875 sha256=7eaf29f9b15597bc05c0713ef7dc85cbfa2e2e3b1889cf7d4f62535de71edfc2
  Stored in directory: /tmp/pip-ephem-wheel-cache-m68sw066/wheels/cb/5d/b4/e081835ae498194a418e957657f998bdff0fa2bd103855a861
Successfully built transformers4rec
Installing collected packages: transformers4rec
  Attempting uninstall: transformers4rec
    Found existing installation: transformers4rec 0.1.14+57.g78b7c04c
    Uninstalling transformers4rec-0.1.14+57.g78b7c04c:
      Successfully uninstalled transformers4rec-0.1.14+57.g78b7c04c
Successfully installed transformers4rec-0.1.14+57.g78b7c04c
___________________________________ 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" 
[workspace] $ /bin/bash /tmp/jenkins3515485176947994508.sh

sararb
sararb commented Dec 7, 2022
View reviewed changes
transformers4rec/torch/model/base.py
"as the head contains multiple tasks."
)
label = targets[task.target_name]
label = targets.get(task.target_name, None)
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we need to support the next-item prediction use case where targets are None

sararb
sararb commented Dec 7, 2022
View reviewed changes
transformers4rec/torch/utils/data_utils.py
@@ -72,6 +77,11 @@ def __init__(
**kwargs,
):
T4RecDataLoader.__init__(self)
warnings.warn(
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Merlin data loader is now supporting CPU-based loading as well, so we might want to drop the pyarrow data loader in future release?

sararb
sararb commented Dec 7, 2022
View reviewed changes
transformers4rec/torch/utils/data_utils.py
@dataloader_registry.register_with_multiple_names(
"merlin_dataloader", "merlin", "nvtabular_dataloader", "nvtabular"
)
class MerlinDataLoader(T4RecDataLoader, DLDataLoader):
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I removed the condition if dependencies.is_gpu_dataloader_available() to always define the MerlinDataLoader (for cpu + gpu based environments)

@nvidia-merlin-bot
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Click to view CI Results
GitHub pull request #564 of commit 320ec74da9a7b48e923e2cbb424e5a2f3343b34e, no merge conflicts.
Running as SYSTEM
Setting status of 320ec74da9a7b48e923e2cbb424e5a2f3343b34e to PENDING with url http://merlin-infra1.nvidia.com:8080/job/transformers4rec_tests/380/ and message: 'Build started for merge commit.'
Using context: Jenkins Unit Test Run
Building on the built-in node in workspace /var/jenkins_home/jobs/transformers4rec_tests/workspace
using credential nvidia-merlin-bot
 > 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/Transformers4Rec.git # 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/pull/564/*:refs/remotes/origin/pr/564/* # timeout=10
 > git rev-parse 320ec74da9a7b48e923e2cbb424e5a2f3343b34e^{commit} # timeout=10
Checking out Revision 320ec74da9a7b48e923e2cbb424e5a2f3343b34e (detached)
 > git config core.sparsecheckout # timeout=10
 > git checkout -f 320ec74da9a7b48e923e2cbb424e5a2f3343b34e # timeout=10
Commit message: "Merge remote-tracking branch 'origin' into extend-trainer-class"
 > git rev-list --no-walk 7bc8a923a974313f0e4cdb91b1abf873e35bf115 # timeout=10
[workspace] $ /bin/bash /tmp/jenkins9044985989108444902.sh
GLOB sdist-make: /var/jenkins_home/workspace/transformers4rec_tests/transformers4rec/setup.py
py38-gpu recreate: /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+60.g320ec74d.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==1.27.25,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==1.29.25,Brotli==1.0.9,cachetools==5.2.0,certifi==2022.12.7,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==3.0.4,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,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-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+60.g320ec74d,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='3345187763'
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+60.g320ec74d) (1.23.5)
Requirement already satisfied: betterproto<2.0.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+60.g320ec74d) (1.2.5)
Requirement already satisfied: tqdm>=4.27 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+60.g320ec74d) (4.64.1)
Requirement already satisfied: pyarrow>=1.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+60.g320ec74d) (10.0.1)
Requirement already satisfied: tensorflow-metadata in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+60.g320ec74d) (1.12.0)
Requirement already satisfied: transformers<4.19 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+60.g320ec74d) (4.18.0)
Requirement already satisfied: grpclib in ./.tox/py38-gpu/lib/python3.8/site-packages (from betterproto<2.0.0->transformers4rec==0.1.14+60.g320ec74d) (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+60.g320ec74d) (1.2.0)
Requirement already satisfied: sacremoses in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+60.g320ec74d) (0.0.53)
Requirement already satisfied: filelock in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+60.g320ec74d) (3.8.2)
Requirement already satisfied: requests in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+60.g320ec74d) (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+60.g320ec74d) (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+60.g320ec74d) (0.12.1)
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+60.g320ec74d) (0.11.1)
Requirement already satisfied: packaging>=20.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+60.g320ec74d) (22.0)
Requirement already satisfied: pyyaml>=5.1 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+60.g320ec74d) (6.0)
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+60.g320ec74d) (1.3.0)
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+60.g320ec74d) (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+60.g320ec74d) (3.20.3)
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+60.g320ec74d) (4.4.0)
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+60.g320ec74d) (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+60.g320ec74d) (6.0.3)
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+60.g320ec74d) (2022.12.7)
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+60.g320ec74d) (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+60.g320ec74d) (1.26.13)
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+60.g320ec74d) (2.1.1)
Requirement already satisfied: six in ./.tox/py38-gpu/lib/python3.8/site-packages (from sacremoses->transformers<4.19->transformers4rec==0.1.14+60.g320ec74d) (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+60.g320ec74d) (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+60.g320ec74d) (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+60.g320ec74d) (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+60.g320ec74d) (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+60.g320ec74d-py3-none-any.whl size=481245 sha256=66c406946b16808b40bc40452bf989183c01d99368c05a61214edc2d96c923e4
  Stored in directory: /tmp/pip-ephem-wheel-cache-5hkyc721/wheels/cb/5d/b4/e081835ae498194a418e957657f998bdff0fa2bd103855a861
Successfully built transformers4rec
Installing collected packages: transformers4rec
  Attempting uninstall: transformers4rec
    Found existing installation: transformers4rec 0.1.14+60.g320ec74d
    Uninstalling transformers4rec-0.1.14+60.g320ec74d:
      Successfully uninstalled transformers4rec-0.1.14+60.g320ec74d
Successfully installed transformers4rec-0.1.14+60.g320ec74d
___________________________________ 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" 
[workspace] $ /bin/bash /tmp/jenkins16963052557866077884.sh

@sararb sararb changed the title [WIP] Extend trainer class to support all T4Rec prediction tasks Extend trainer class to support all T4Rec prediction tasks Dec 8, 2022
@nvidia-merlin-bot
Copy link

Click to view CI Results
GitHub pull request #564 of commit 43d6762c2043722233fe5322220e5af0752f8e44, no merge conflicts.
Running as SYSTEM
Setting status of 43d6762c2043722233fe5322220e5af0752f8e44 to PENDING with url http://merlin-infra1.nvidia.com:8080/job/transformers4rec_tests/384/ and message: 'Build started for merge commit.'
Using context: Jenkins Unit Test Run
Building on the built-in node in workspace /var/jenkins_home/jobs/transformers4rec_tests/workspace
using credential nvidia-merlin-bot
 > 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/Transformers4Rec.git # 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/pull/564/*:refs/remotes/origin/pr/564/* # timeout=10
 > git rev-parse 43d6762c2043722233fe5322220e5af0752f8e44^{commit} # timeout=10
Checking out Revision 43d6762c2043722233fe5322220e5af0752f8e44 (detached)
 > git config core.sparsecheckout # timeout=10
 > git checkout -f 43d6762c2043722233fe5322220e5af0752f8e44 # timeout=10
Commit message: "set `predict_top_k to 0 by default"
 > git rev-list --no-walk e5e367a6010d288684afb93036bca47434779158 # timeout=10
[workspace] $ /bin/bash /tmp/jenkins5563074872468064670.sh
GLOB sdist-make: /var/jenkins_home/workspace/transformers4rec_tests/transformers4rec/setup.py
py38-gpu recreate: /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+61.g43d6762c.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==1.27.25,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==1.29.25,Brotli==1.0.9,cachetools==5.2.0,certifi==2022.12.7,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==3.0.4,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,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-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+61.g43d6762c,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='1499584947'
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+61.g43d6762c) (1.23.5)
Requirement already satisfied: pyarrow>=1.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+61.g43d6762c) (10.0.1)
Requirement already satisfied: tqdm>=4.27 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+61.g43d6762c) (4.64.1)
Requirement already satisfied: transformers<4.19 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+61.g43d6762c) (4.18.0)
Requirement already satisfied: betterproto<2.0.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+61.g43d6762c) (1.2.5)
Requirement already satisfied: tensorflow-metadata in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+61.g43d6762c) (1.12.0)
Requirement already satisfied: stringcase in ./.tox/py38-gpu/lib/python3.8/site-packages (from betterproto<2.0.0->transformers4rec==0.1.14+61.g43d6762c) (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+61.g43d6762c) (0.4.3)
Requirement already satisfied: sacremoses in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+61.g43d6762c) (0.0.53)
Requirement already satisfied: pyyaml>=5.1 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+61.g43d6762c) (6.0)
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+61.g43d6762c) (0.12.1)
Requirement already satisfied: filelock in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+61.g43d6762c) (3.8.2)
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+61.g43d6762c) (0.11.1)
Requirement already satisfied: packaging>=20.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+61.g43d6762c) (22.0)
Requirement already satisfied: requests in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+61.g43d6762c) (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+61.g43d6762c) (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+61.g43d6762c) (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+61.g43d6762c) (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+61.g43d6762c) (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+61.g43d6762c) (4.4.0)
Requirement already satisfied: multidict in ./.tox/py38-gpu/lib/python3.8/site-packages (from grpclib->betterproto<2.0.0->transformers4rec==0.1.14+61.g43d6762c) (6.0.3)
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+61.g43d6762c) (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+61.g43d6762c) (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+61.g43d6762c) (1.26.13)
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+61.g43d6762c) (2022.12.7)
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+61.g43d6762c) (2.1.1)
Requirement already satisfied: six in ./.tox/py38-gpu/lib/python3.8/site-packages (from sacremoses->transformers<4.19->transformers4rec==0.1.14+61.g43d6762c) (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+61.g43d6762c) (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+61.g43d6762c) (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+61.g43d6762c) (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+61.g43d6762c) (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+61.g43d6762c-py3-none-any.whl size=481280 sha256=e01a911ee72892cd5fef5bfd5caf6d05437ae1368d78609a120f04c9a00bca38
  Stored in directory: /tmp/pip-ephem-wheel-cache-7680kuq1/wheels/cb/5d/b4/e081835ae498194a418e957657f998bdff0fa2bd103855a861
Successfully built transformers4rec
Installing collected packages: transformers4rec
  Attempting uninstall: transformers4rec
    Found existing installation: transformers4rec 0.1.14+61.g43d6762c
    Uninstalling transformers4rec-0.1.14+61.g43d6762c:
      Successfully uninstalled transformers4rec-0.1.14+61.g43d6762c
Successfully installed transformers4rec-0.1.14+61.g43d6762c
___________________________________ 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" 
[workspace] $ /bin/bash /tmp/jenkins1347239082092631875.sh

@nvidia-merlin-bot
Copy link

Click to view CI Results
GitHub pull request #564 of commit 95d58567c1d22ecf94480f39b692d07df3b04288, no merge conflicts.
Running as SYSTEM
Setting status of 95d58567c1d22ecf94480f39b692d07df3b04288 to PENDING with url http://merlin-infra1.nvidia.com:8080/job/transformers4rec_tests/388/ and message: 'Build started for merge commit.'
Using context: Jenkins Unit Test Run
Building on the built-in node in workspace /var/jenkins_home/jobs/transformers4rec_tests/workspace
using credential nvidia-merlin-bot
 > 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/Transformers4Rec.git # 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/pull/564/*:refs/remotes/origin/pr/564/* # timeout=10
 > git rev-parse 95d58567c1d22ecf94480f39b692d07df3b04288^{commit} # timeout=10
Checking out Revision 95d58567c1d22ecf94480f39b692d07df3b04288 (detached)
 > git config core.sparsecheckout # timeout=10
 > git checkout -f 95d58567c1d22ecf94480f39b692d07df3b04288 # timeout=10
Commit message: "Merge branch 'main' of https://github.com/NVIDIA-Merlin/Transformers4Rec into extend-trainer-class"
 > git rev-list --no-walk f7c19fbb9da2c02719b7fe6485ded1b8e150a4d8 # timeout=10
[workspace] $ /bin/bash /tmp/jenkins9906684349535847184.sh
GLOB sdist-make: /var/jenkins_home/workspace/transformers4rec_tests/transformers4rec/setup.py
py38-gpu recreate: /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+64.g95d58567.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==1.27.25,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==1.29.25,Brotli==1.0.9,cachetools==5.2.0,certifi==2022.12.7,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==3.0.4,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,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-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+64.g95d58567,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='4073365551'
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+64.g95d58567) (1.12.0)
Requirement already satisfied: transformers<4.19 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+64.g95d58567) (4.18.0)
Requirement already satisfied: pyarrow>=1.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+64.g95d58567) (10.0.1)
Requirement already satisfied: betterproto<2.0.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+64.g95d58567) (1.2.5)
Requirement already satisfied: numpy>=1.17.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+64.g95d58567) (1.23.5)
Requirement already satisfied: tqdm>=4.27 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+64.g95d58567) (4.64.1)
Requirement already satisfied: grpclib in ./.tox/py38-gpu/lib/python3.8/site-packages (from betterproto<2.0.0->transformers4rec==0.1.14+64.g95d58567) (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+64.g95d58567) (1.2.0)
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+64.g95d58567) (0.12.1)
Requirement already satisfied: sacremoses in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+64.g95d58567) (0.0.53)
Requirement already satisfied: regex!=2019.12.17 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+64.g95d58567) (2022.10.31)
Requirement already satisfied: filelock in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+64.g95d58567) (3.8.2)
Requirement already satisfied: requests in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+64.g95d58567) (2.28.1)
Requirement already satisfied: packaging>=20.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+64.g95d58567) (22.0)
Requirement already satisfied: pyyaml>=5.1 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+64.g95d58567) (6.0)
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+64.g95d58567) (0.11.1)
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+64.g95d58567) (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+64.g95d58567) (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+64.g95d58567) (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+64.g95d58567) (4.4.0)
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+64.g95d58567) (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+64.g95d58567) (6.0.3)
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+64.g95d58567) (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+64.g95d58567) (2022.12.7)
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+64.g95d58567) (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+64.g95d58567) (1.26.13)
Requirement already satisfied: six in ./.tox/py38-gpu/lib/python3.8/site-packages (from sacremoses->transformers<4.19->transformers4rec==0.1.14+64.g95d58567) (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+64.g95d58567) (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+64.g95d58567) (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+64.g95d58567) (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+64.g95d58567) (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+64.g95d58567-py3-none-any.whl size=481284 sha256=05c879c794b11c1ec97186968c18568aea1ed1c01551f1105ad71894ef690419
  Stored in directory: /tmp/pip-ephem-wheel-cache-0f3n8wrp/wheels/cb/5d/b4/e081835ae498194a418e957657f998bdff0fa2bd103855a861
Successfully built transformers4rec
Installing collected packages: transformers4rec
  Attempting uninstall: transformers4rec
    Found existing installation: transformers4rec 0.1.14+64.g95d58567
    Uninstalling transformers4rec-0.1.14+64.g95d58567:
      Successfully uninstalled transformers4rec-0.1.14+64.g95d58567
Successfully installed transformers4rec-0.1.14+64.g95d58567
___________________________________ 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" 
[workspace] $ /bin/bash /tmp/jenkins7146227967268460982.sh

@sararb sararb merged commit 215d570 into main Dec 12, 2022
@sararb sararb added the breaking Breaking change label Dec 15, 2022
@nvidia-merlin-bot
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Click to view CI Results
GitHub pull request #564 of commit 95d58567c1d22ecf94480f39b692d07df3b04288, has merge conflicts.
Running as SYSTEM
PR has already been merged, builds using the merged sha1 will fail!!!
Setting status of 95d58567c1d22ecf94480f39b692d07df3b04288 to PENDING with url http://merlin-infra1.nvidia.com:8080/job/transformers4rec_tests/406/ and message: 'Build started for original commit.'
Using context: Jenkins Unit Test Run
Building on the built-in node in workspace /var/jenkins_home/jobs/transformers4rec_tests/workspace
using credential nvidia-merlin-bot
 > 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/Transformers4Rec.git # 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/pull/564/*:refs/remotes/origin/pr/564/* # timeout=10
 > git rev-parse 95d58567c1d22ecf94480f39b692d07df3b04288^{commit} # timeout=10
Checking out Revision 95d58567c1d22ecf94480f39b692d07df3b04288 (detached)
 > git config core.sparsecheckout # timeout=10
 > git checkout -f 95d58567c1d22ecf94480f39b692d07df3b04288 # timeout=10
Commit message: "Merge branch 'main' of https://github.com/NVIDIA-Merlin/Transformers4Rec into extend-trainer-class"
 > git rev-list --no-walk 330804901c59e27826d5b29c0a78d47e7f4bee79 # timeout=10
[workspace] $ /bin/bash /tmp/jenkins10172110150917146736.sh
GLOB sdist-make: /var/jenkins_home/workspace/transformers4rec_tests/transformers4rec/setup.py
py38-gpu recreate: /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+64.g95d58567.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==1.27.30,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==1.29.30,Brotli==1.0.9,cachetools==5.2.0,certifi==2022.12.7,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==3.0.4,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,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-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==1.4.45,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+64.g95d58567,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='1274517555'
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: tqdm>=4.27 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+64.g95d58567) (4.64.1)
Requirement already satisfied: transformers<4.19 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+64.g95d58567) (4.18.0)
Requirement already satisfied: pyarrow>=1.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+64.g95d58567) (10.0.1)
Requirement already satisfied: tensorflow-metadata in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+64.g95d58567) (1.12.0)
Requirement already satisfied: numpy>=1.17.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+64.g95d58567) (1.23.5)
Requirement already satisfied: betterproto<2.0.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers4rec==0.1.14+64.g95d58567) (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+64.g95d58567) (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+64.g95d58567) (0.4.3)
Requirement already satisfied: packaging>=20.0 in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+64.g95d58567) (22.0)
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+64.g95d58567) (0.11.1)
Requirement already satisfied: sacremoses in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+64.g95d58567) (0.0.53)
Requirement already satisfied: requests in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+64.g95d58567) (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+64.g95d58567) (2022.10.31)
Requirement already satisfied: filelock in ./.tox/py38-gpu/lib/python3.8/site-packages (from transformers<4.19->transformers4rec==0.1.14+64.g95d58567) (3.8.2)
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+64.g95d58567) (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+64.g95d58567) (6.0)
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+64.g95d58567) (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+64.g95d58567) (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+64.g95d58567) (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+64.g95d58567) (4.4.0)
Requirement already satisfied: multidict in ./.tox/py38-gpu/lib/python3.8/site-packages (from grpclib->betterproto<2.0.0->transformers4rec==0.1.14+64.g95d58567) (6.0.3)
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+64.g95d58567) (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+64.g95d58567) (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+64.g95d58567) (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+64.g95d58567) (2022.12.7)
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+64.g95d58567) (1.26.13)
Requirement already satisfied: joblib in ./.tox/py38-gpu/lib/python3.8/site-packages (from sacremoses->transformers<4.19->transformers4rec==0.1.14+64.g95d58567) (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+64.g95d58567) (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+64.g95d58567) (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+64.g95d58567) (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+64.g95d58567) (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+64.g95d58567-py3-none-any.whl size=481284 sha256=59df61d6227c446906e5cbdab401f4530143706f67fae7a031b58a8e819c38d6
  Stored in directory: /tmp/pip-ephem-wheel-cache-b5uc6p_o/wheels/cb/5d/b4/e081835ae498194a418e957657f998bdff0fa2bd103855a861
Successfully built transformers4rec
Installing collected packages: transformers4rec
  Attempting uninstall: transformers4rec
    Found existing installation: transformers4rec 0.1.14+64.g95d58567
    Uninstalling transformers4rec-0.1.14+64.g95d58567:
      Successfully uninstalled transformers4rec-0.1.14+64.g95d58567
Successfully installed transformers4rec-0.1.14+64.g95d58567
___________________________________ 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" 
[workspace] $ /bin/bash /tmp/jenkins13579208818690627654.sh

@rnyak rnyak deleted the extend-trainer-class branch December 15, 2022 16:51
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Reviewers

@gabrielspmoreira gabrielspmoreira gabrielspmoreira approved these changes

Assignees

@sararb sararb

Labels
breaking Breaking change enhancement New feature or request Multi-GPU status/needs-review
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Milestone
Merlin 22.12
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Part 3: ADD support of training regression and binary classification to the Trainer class
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@sararb @nvidia-merlin-bot @gabrielspmoreira