Docker Image

[OeslleLucena]

Hi All, is it possible that you guys release a docker image for TaPAS? That would be extremely helpful for batch jobs at AWS and GCP.

[eisenjulian]

Hello @OeslleLucena thanks for the interest, we'll take a look at this, in the meantime contributions are welcome as well.

[OeslleLucena]

HI @ebursztein, that's good to know! Thank you!

[OeslleLucena]

@eisenjulian

I tried to generate the docker image but I've got errors when installing tapas similar to issue #33
Any idea about how to fix that?
Please find below the logs for the errors.

Cloning into 'tapas'...
Collecting pip
  Downloading https://files.pythonhosted.org/packages/43/84/23ed6a1796480a6f1a2d38f2802901d078266bda38388954d01d3f2e821d/pip-20.1.1-py2.py3-none-any.whl (1.5MB)
Installing collected packages: pip
  Found existing installation: pip 9.0.1
    Not uninstalling pip at /usr/lib/python3/dist-packages, outside environment /usr
Successfully installed pip-20.1.1
Obtaining file:///home/tapas
Collecting apache-beam[gcp]==2.20.0
  Downloading apache_beam-2.20.0-cp36-cp36m-manylinux1_x86_64.whl (3.5 MB)
Collecting frozendict==1.2
  Downloading frozendict-1.2.tar.gz (2.6 kB)
Collecting pandas~=1.0.0
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Collecting scikit-learn~=0.22.1
  Downloading scikit_learn-0.22.2.post1-cp36-cp36m-manylinux1_x86_64.whl (7.1 MB)
Collecting tensorflow-probability==0.10.0
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Collecting tensorflow~=2.2.0
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Collecting tf-models-official~=2.2.0
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Collecting future<1.0.0,>=0.16.0
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Collecting pyarrow<0.17.0,>=0.15.1; python_version >= "3.0" or platform_system != "Windows"
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Collecting mock<3.0.0,>=1.0.1
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Collecting httplib2<=0.12.0,>=0.8
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Collecting hdfs<3.0.0,>=2.1.0
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Collecting pytz>=2018.3
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Collecting avro-python3!=1.9.2,<1.10.0,>=1.8.1; python_version >= "3.0"
  Downloading avro-python3-1.9.2.1.tar.gz (37 kB)
  WARNING: Requested avro-python3!=1.9.2,<1.10.0,>=1.8.1; python_version >= "3.0" from https://files.pythonhosted.org/packages/5a/80/acd1455bea0a9fcdc60a748a97dcbb3ff624726fb90987a0fc1c19e7a5a5/avro-python3-1.9.2.1.tar.gz#sha256=ca1e77a3da5ac98e8833588f71fb2e170b38e34787ee0e04920de0e9470b7d32 (from apache-beam[gcp]==2.20.0->tapas==0.0.1.dev0), but installing version file-.avro-VERSION.txt
Collecting pymongo<4.0.0,>=3.8.0
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Collecting crcmod<2.0,>=1.7
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Collecting oauth2client<4,>=2.0.1
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Collecting typing-extensions<3.8.0,>=3.7.0
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Collecting fastavro<0.22,>=0.21.4
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Collecting dill<0.3.2,>=0.3.1.1
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Collecting google-cloud-datastore<1.8.0,>=1.7.1; extra == "gcp"
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Collecting grpcio-gcp<1,>=0.2.2; extra == "gcp"
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Collecting google-cloud-core<2,>=0.28.1; extra == "gcp"
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Collecting google-cloud-videointelligence<1.14.0,>=1.8.0; extra == "gcp"
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Collecting google-cloud-dlp<=0.13.0,>=0.12.0; extra == "gcp"
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Collecting google-cloud-bigtable<1.1.0,>=0.31.1; extra == "gcp"
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Collecting google-cloud-pubsub<1.1.0,>=0.39.0; extra == "gcp"
  Downloading google_cloud_pubsub-1.0.2-py2.py3-none-any.whl (118 kB)
Collecting google-apitools<0.5.29,>=0.5.28; extra == "gcp"
  Downloading google-apitools-0.5.28.tar.gz (172 kB)
Collecting cachetools<4,>=3.1.0; extra == "gcp"
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Collecting google-cloud-spanner<1.14.0,>=1.13.0; extra == "gcp"
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Collecting joblib>=0.11
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Collecting scipy>=0.17.0
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Collecting cloudpickle>=1.2.2
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Collecting gast>=0.3.2
  Downloading gast-0.3.3-py2.py3-none-any.whl (9.7 kB)
Requirement already satisfied: six>=1.10.0 in /usr/lib/python3/dist-packages (from tensorflow-probability==0.10.0->tapas==0.0.1.dev0) (1.11.0)
Collecting decorator
  Downloading decorator-4.4.2-py2.py3-none-any.whl (9.2 kB)
Collecting absl-py>=0.7.0
  Downloading absl-py-0.9.0.tar.gz (104 kB)
Collecting h5py<2.11.0,>=2.10.0
  Downloading h5py-2.10.0-cp36-cp36m-manylinux1_x86_64.whl (2.9 MB)
Collecting termcolor>=1.1.0
  Downloading termcolor-1.1.0.tar.gz (3.9 kB)
Collecting opt-einsum>=2.3.2
  Downloading opt_einsum-3.2.1-py3-none-any.whl (63 kB)
Collecting google-pasta>=0.1.8
  Downloading google_pasta-0.2.0-py3-none-any.whl (57 kB)
Collecting wrapt>=1.11.1
  Downloading wrapt-1.12.1.tar.gz (27 kB)
Requirement already satisfied: wheel>=0.26; python_version >= "3" in /usr/lib/python3/dist-packages (from tensorflow~=2.2.0->tapas==0.0.1.dev0) (0.30.0)
Collecting tensorflow-estimator<2.3.0,>=2.2.0
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Collecting astunparse==1.6.3
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Collecting tensorboard<2.3.0,>=2.2.0
  Downloading tensorboard-2.2.2-py3-none-any.whl (3.0 MB)
Collecting keras-preprocessing>=1.1.0
  Downloading Keras_Preprocessing-1.1.2-py2.py3-none-any.whl (42 kB)
Collecting py-cpuinfo>=3.3.0
  Downloading py-cpuinfo-7.0.0.tar.gz (95 kB)
Collecting pyyaml
  Downloading PyYAML-5.3.1.tar.gz (269 kB)
Collecting tensorflow-hub>=0.6.0
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Collecting tensorflow-datasets
  Downloading tensorflow_datasets-3.2.0-py3-none-any.whl (3.4 MB)
Collecting tensorflow-model-optimization>=0.2.1
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Collecting matplotlib
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Collecting opencv-python-headless
  Downloading opencv_python_headless-4.3.0.36-cp36-cp36m-manylinux2014_x86_64.whl (36.4 MB)
Collecting mlperf-compliance==0.0.10
  Downloading mlperf_compliance-0.0.10-py3-none-any.whl (24 kB)
Collecting tensorflow-addons
  Downloading tensorflow_addons-0.10.0-cp36-cp36m-manylinux2010_x86_64.whl (1.0 MB)
Collecting gin-config
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Collecting google-api-python-client>=1.6.7
  Downloading google_api_python_client-1.9.3-py3-none-any.whl (59 kB)
Collecting Cython
  Downloading Cython-0.29.21-cp36-cp36m-manylinux1_x86_64.whl (2.0 MB)
Collecting psutil>=5.4.3
  Downloading psutil-5.7.0.tar.gz (449 kB)
Collecting typing==3.7.4.1
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Collecting sentencepiece
  Downloading sentencepiece-0.1.91-cp36-cp36m-manylinux1_x86_64.whl (1.1 MB)
Collecting kaggle>=1.3.9
  Downloading kaggle-1.5.6.tar.gz (58 kB)
Collecting Pillow
  Downloading Pillow-7.2.0-cp36-cp36m-manylinux1_x86_64.whl (2.2 MB)
Collecting pbr>=0.11
  Downloading pbr-5.4.5-py2.py3-none-any.whl (110 kB)
Collecting docopt
  Downloading docopt-0.6.2.tar.gz (25 kB)
Collecting requests>=2.7.0
  Downloading requests-2.24.0-py2.py3-none-any.whl (61 kB)
Collecting pyasn1-modules>=0.0.5
  Downloading pyasn1_modules-0.2.8-py2.py3-none-any.whl (155 kB)
Collecting pyasn1>=0.1.7
  Downloading pyasn1-0.4.8-py2.py3-none-any.whl (77 kB)
Collecting rsa>=3.1.4
  Downloading rsa-4.6-py3-none-any.whl (47 kB)
Collecting pyparsing>=2.1.4
  Downloading pyparsing-2.4.7-py2.py3-none-any.whl (67 kB)
Requirement already satisfied: setuptools in /usr/lib/python3/dist-packages (from protobuf<4,>=3.5.0.post1->apache-beam[gcp]==2.20.0->tapas==0.0.1.dev0) (39.0.1)
Collecting google-api-core[grpc]<2.0.0dev,>=1.6.0
  Downloading google_api_core-1.21.0-py2.py3-none-any.whl (90 kB)
Collecting grpc-google-iam-v1<0.13dev,>=0.12.3
  Downloading grpc-google-iam-v1-0.12.3.tar.gz (13 kB)
Collecting google-resumable-media<0.6dev,>=0.5.0
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Collecting google-auth<2.0dev,>=1.9.0
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Collecting fasteners>=0.14
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Collecting werkzeug>=0.11.15
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Collecting google-auth-oauthlib<0.5,>=0.4.1
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Collecting markdown>=2.6.8
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Collecting tensorboard-plugin-wit>=1.6.0
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Collecting attrs>=18.1.0
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Collecting promise
  Downloading promise-2.3.tar.gz (19 kB)
Collecting tensorflow-metadata
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Collecting tqdm
  Downloading tqdm-4.47.0-py2.py3-none-any.whl (66 kB)
Collecting dm-tree~=0.1.1
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Collecting kiwisolver>=1.0.1
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Collecting cycler>=0.10
  Downloading cycler-0.10.0-py2.py3-none-any.whl (6.5 kB)
Collecting typeguard>=2.7
  Downloading typeguard-2.9.1-py3-none-any.whl (16 kB)
Collecting google-auth-httplib2>=0.0.3
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Collecting uritemplate<4dev,>=3.0.0
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Collecting certifi
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Collecting python-slugify
  Downloading python-slugify-4.0.1.tar.gz (11 kB)
Collecting urllib3<1.25,>=1.21.1
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Collecting chardet<4,>=3.0.2
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Requirement already satisfied: idna<3,>=2.5 in /usr/lib/python3/dist-packages (from requests>=2.7.0->hdfs<3.0.0,>=2.1.0->apache-beam[gcp]==2.20.0->tapas==0.0.1.dev0) (2.6)
Collecting googleapis-common-protos<2.0dev,>=1.6.0
  Downloading googleapis_common_protos-1.52.0-py2.py3-none-any.whl (100 kB)
Collecting monotonic>=0.1
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Collecting requests-oauthlib>=0.7.0
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Collecting importlib-metadata; python_version < "3.8"
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Collecting text-unidecode>=1.3
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Collecting oauthlib>=3.0.0
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Collecting zipp>=0.5
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Building wheels for collected packages: frozendict, future, httplib2, hdfs, avro-python3, crcmod, oauth2client, dill, google-apitools, absl-py, termcolor, wrapt, py-cpuinfo, pyyaml, psutil, kaggle, docopt, grpc-google-iam-v1, promise, python-slugify
  Building wheel for frozendict (setup.py): started
  Building wheel for frozendict (setup.py): finished with status 'done'
  Created wheel for frozendict: filename=frozendict-1.2-py3-none-any.whl size=3580 sha256=fe0e18fbeb4738e9eeb9f46b74689e7a61fd79a3b5213aaf87f9fa2214ccb3ba
  Stored in directory: /root/.cache/pip/wheels/c9/13/a1/b4f2255117a7dccdd6219408dce1d87446716b1bf77451cb97
  Building wheel for future (setup.py): started
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  Created wheel for future: filename=future-0.18.2-py3-none-any.whl size=493275 sha256=8cf6913164b6eb5ece253e498678212d93ab05f0fb8c25a5f9011e4db9fd81b7
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  Created wheel for httplib2: filename=httplib2-0.12.0-py3-none-any.whl size=95116 sha256=c9129588c1d93621d3e4472b1829055bd036daf425277168a731918f562347d4
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  Building wheel for pyyaml (setup.py): started
  Building wheel for pyyaml (setup.py): finished with status 'done'
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  Stored in directory: /root/.cache/pip/wheels/e5/9d/ad/2ee53cf262cba1ffd8afe1487eef788ea3f260b7e6232a80fc
  Building wheel for psutil (setup.py): started
  Building wheel for psutil (setup.py): finished with status 'done'
  Created wheel for psutil: filename=psutil-5.7.0-cp36-cp36m-linux_x86_64.whl size=279827 sha256=841838e6feb3569d06a18c48868015ae0ee27360b55f681e1aaff890a7db8446
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  Building wheel for kaggle (setup.py): started
  Building wheel for kaggle (setup.py): finished with status 'done'
  Created wheel for kaggle: filename=kaggle-1.5.6-py3-none-any.whl size=73813 sha256=6cd19202645dcd630f55d7ea8afb8e4dd7abf35d8d177472551fb44a84fefb8b
  Stored in directory: /root/.cache/pip/wheels/01/3e/ff/77407ebac3ef71a79b9166a8382aecf88415a0bcbe3c095a01
  Building wheel for docopt (setup.py): started
  Building wheel for docopt (setup.py): finished with status 'done'
  Created wheel for docopt: filename=docopt-0.6.2-py2.py3-none-any.whl size=19852 sha256=cc0804ade908147b9a28df2c5e97ab43acb09b3776e62ba31f0f957343cbcdd6
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  Building wheel for grpc-google-iam-v1 (setup.py): finished with status 'done'
  Created wheel for grpc-google-iam-v1: filename=grpc_google_iam_v1-0.12.3-py3-none-any.whl size=15418 sha256=b4681926cc5bc5928792b72aaf1f1796288ba1623a9af6b5478540dabad0e94c
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  Created wheel for promise: filename=promise-2.3-py3-none-any.whl size=23948 sha256=f0a7e022866e1c079593b3a512539d53d65e643bd162c561b3e76e86d185402a
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  Created wheel for python-slugify: filename=python_slugify-4.0.1-py2.py3-none-any.whl size=7016 sha256=af64344f11e71991a0cc9e0cd2ffff79189af8303bc3b27da66a746ae15f07f4
  Stored in directory: /root/.cache/pip/wheels/72/e6/db/122611605e60148f54ee2abaca98b2bbeafc6e22486a867bad
Successfully built frozendict future httplib2 hdfs avro-python3 crcmod oauth2client dill google-apitools absl-py termcolor wrapt py-cpuinfo pyyaml psutil kaggle docopt grpc-google-iam-v1 promise python-slugify
ERROR: google-auth 1.18.0 has requirement setuptools>=40.3.0, but you'll have setuptools 39.0.1 which is incompatible.
ERROR: google-cloud-bigquery 1.24.0 has requirement six<2.0.0dev,>=1.13.0, but you'll have six 1.11.0 which is incompatible.
ERROR: google-apitools 0.5.28 has requirement six>=1.12.0, but you'll have six 1.11.0 which is incompatible.
ERROR: apache-beam 2.20.0 has requirement avro-python3!=1.9.2,<1.10.0,>=1.8.1; python_version >= "3.0", but you'll have avro-python3 file-.avro-VERSION.txt which is incompatible.
ERROR: tensorboard 2.2.2 has requirement setuptools>=41.0.0, but you'll have setuptools 39.0.1 which is incompatible.
ERROR: tensorflow 2.2.0 has requirement scipy==1.4.1; python_version >= "3", but you'll have scipy 1.5.1 which is incompatible.
ERROR: tensorflow 2.2.0 has requirement six>=1.12.0, but you'll have six 1.11.0 which is incompatible.
ERROR: tensorflow-hub 0.8.0 has requirement six>=1.12.0, but you'll have six 1.11.0 which is incompatible.
ERROR: dm-tree 0.1.5 has requirement six>=1.12.0, but you'll have six 1.11.0 which is incompatible.
ERROR: tf-models-official 2.2.1 has requirement oauth2client>=4.1.2, but you'll have oauth2client 3.0.0 which is incompatible.
Installing collected packages: future, numpy, pyarrow, pbr, mock, httplib2, docopt, certifi, urllib3, chardet, requests, hdfs, pytz, avro-python3, pymongo, crcmod, pyasn1, pyasn1-modules, rsa, oauth2client, pyparsing, pydot, protobuf, python-dateutil, grpcio, typing-extensions, fastavro, dill, cachetools, google-auth, googleapis-common-protos, google-api-core, google-cloud-core, google-cloud-datastore, grpcio-gcp, google-cloud-videointelligence, google-cloud-dlp, grpc-google-iam-v1, google-cloud-bigtable, google-cloud-language, google-cloud-vision, google-resumable-media, google-cloud-bigquery, google-cloud-pubsub, monotonic, fasteners, google-apitools, google-cloud-spanner, apache-beam, frozendict, pandas, joblib, scipy, scikit-learn, cloudpickle, gast, decorator, tensorflow-probability, absl-py, h5py, termcolor, opt-einsum, google-pasta, wrapt, tensorflow-estimator, astunparse, werkzeug, oauthlib, requests-oauthlib, google-auth-oauthlib, zipp, importlib-metadata, markdown, tensorboard-plugin-wit, tensorboard, keras-preprocessing, tensorflow, py-cpuinfo, pyyaml, tensorflow-hub, attrs, promise, tensorflow-metadata, tqdm, tensorflow-datasets, dm-tree, tensorflow-model-optimization, kiwisolver, cycler, matplotlib, opencv-python-headless, mlperf-compliance, dataclasses, typeguard, tensorflow-addons, gin-config, google-auth-httplib2, uritemplate, google-api-python-client, Cython, psutil, typing, sentencepiece, text-unidecode, python-slugify, kaggle, Pillow, tf-models-official, tf-slim, tapas
  Running setup.py develop for tapas
Successfully installed Cython-0.29.21 Pillow-7.2.0 absl-py-0.9.0 apache-beam-2.20.0 astunparse-1.6.3 attrs-19.3.0 avro-python3-file-.avro-VERSION.txt cachetools-3.1.1 certifi-2020.6.20 chardet-3.0.4 cloudpickle-1.5.0 crcmod-1.7 cycler-0.10.0 dataclasses-0.7 decorator-4.4.2 dill-0.3.1.1 dm-tree-0.1.5 docopt-0.6.2 fastavro-0.21.24 fasteners-0.15 frozendict-1.2 future-0.18.2 gast-0.3.3 gin-config-0.3.0 google-api-core-1.21.0 google-api-python-client-1.9.3 google-apitools-0.5.28 google-auth-1.18.0 google-auth-httplib2-0.0.4 google-auth-oauthlib-0.4.1 google-cloud-bigquery-1.24.0 google-cloud-bigtable-1.0.0 google-cloud-core-1.3.0 google-cloud-datastore-1.7.4 google-cloud-dlp-0.13.0 google-cloud-language-1.3.0 google-cloud-pubsub-1.0.2 google-cloud-spanner-1.13.0 google-cloud-videointelligence-1.13.0 google-cloud-vision-0.42.0 google-pasta-0.2.0 google-resumable-media-0.5.1 googleapis-common-protos-1.52.0 grpc-google-iam-v1-0.12.3 grpcio-1.30.0 grpcio-gcp-0.2.2 h5py-2.10.0 hdfs-2.5.8 httplib2-0.12.0 importlib-metadata-1.7.0 joblib-0.16.0 kaggle-1.5.6 keras-preprocessing-1.1.2 kiwisolver-1.2.0 markdown-3.2.2 matplotlib-3.2.2 mlperf-compliance-0.0.10 mock-2.0.0 monotonic-1.5 numpy-1.19.0 oauth2client-3.0.0 oauthlib-3.1.0 opencv-python-headless-4.3.0.36 opt-einsum-3.2.1 pandas-1.0.5 pbr-5.4.5 promise-2.3 protobuf-3.12.2 psutil-5.7.0 py-cpuinfo-7.0.0 pyarrow-0.16.0 pyasn1-0.4.8 pyasn1-modules-0.2.8 pydot-1.4.1 pymongo-3.10.1 pyparsing-2.4.7 python-dateutil-2.8.1 python-slugify-4.0.1 pytz-2020.1 pyyaml-5.3.1 requests-2.24.0 requests-oauthlib-1.3.0 rsa-4.6 scikit-learn-0.22.2.post1 scipy-1.5.1 sentencepiece-0.1.91 tapas tensorboard-2.2.2 tensorboard-plugin-wit-1.7.0 tensorflow-2.2.0 tensorflow-addons-0.10.0 tensorflow-datasets-3.2.0 tensorflow-estimator-2.2.0 tensorflow-hub-0.8.0 tensorflow-metadata-0.22.2 tensorflow-model-optimization-0.3.0 tensorflow-probability-0.10.0 termcolor-1.1.0 text-unidecode-1.3 tf-models-official-2.2.1 tf-slim-1.1.0 tqdm-4.47.0 typeguard-2.9.1 typing-3.7.4.1 typing-extensions-3.7.4.2 uritemplate-3.0.1 urllib3-1.24.3 werkzeug-1.0.1 wrapt-1.12.1 zipp-3.1.0
Collecting tox
  Downloading tox-3.16.1-py2.py3-none-any.whl (137 kB)
Collecting py>=1.4.17
  Downloading py-1.9.0-py2.py3-none-any.whl (99 kB)
Collecting virtualenv!=20.0.0,!=20.0.1,!=20.0.2,!=20.0.3,!=20.0.4,!=20.0.5,!=20.0.6,!=20.0.7,>=16.0.0
  Downloading virtualenv-20.0.26-py2.py3-none-any.whl (4.9 MB)
Requirement already satisfied: importlib-metadata<2,>=0.12; python_version < "3.8" in /usr/local/lib/python3.6/dist-packages (from tox) (1.7.0)
Collecting packaging>=14
  Downloading packaging-20.4-py2.py3-none-any.whl (37 kB)
Collecting toml>=0.9.4
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Collecting pluggy>=0.12.0
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Collecting six>=1.14.0
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Collecting filelock>=3.0.0
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Collecting distlib<1,>=0.3.1
  Downloading distlib-0.3.1-py2.py3-none-any.whl (335 kB)
Collecting appdirs<2,>=1.4.3
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Collecting importlib-resources>=1.0; python_version < "3.7"
  Downloading importlib_resources-3.0.0-py2.py3-none-any.whl (23 kB)
Requirement already satisfied: zipp>=0.5 in /usr/local/lib/python3.6/dist-packages (from importlib-metadata<2,>=0.12; python_version < "3.8"->tox) (3.1.0)
Requirement already satisfied: pyparsing>=2.0.2 in /usr/local/lib/python3.6/dist-packages (from packaging>=14->tox) (2.4.7)
ERROR: tf-models-official 2.2.1 has requirement oauth2client>=4.1.2, but you'll have oauth2client 3.0.0 which is incompatible.
ERROR: tensorflow 2.2.0 has requirement scipy==1.4.1; python_version >= "3", but you'll have scipy 1.5.1 which is incompatible.
ERROR: tensorboard 2.2.2 has requirement setuptools>=41.0.0, but you'll have setuptools 39.0.1 which is incompatible.
ERROR: google-auth 1.18.0 has requirement setuptools>=40.3.0, but you'll have setuptools 39.0.1 which is incompatible.
ERROR: apache-beam 2.20.0 has requirement avro-python3!=1.9.2,<1.10.0,>=1.8.1; python_version >= "3.0", but you'll have avro-python3 file-.avro-VERSION.txt which is incompatible.
Installing collected packages: py, distlib, appdirs, filelock, importlib-resources, six, virtualenv, packaging, toml, pluggy, tox
  Attempting uninstall: six
    Found existing installation: six 1.11.0
    Uninstalling six-1.11.0:
      Successfully uninstalled six-1.11.0
Successfully installed appdirs-1.4.4 distlib-0.3.1 filelock-3.0.12 importlib-resources-3.0.0 packaging-20.4 pluggy-0.13.1 py-1.9.0 six-1.15.0 toml-0.10.1 tox-3.16.1 virtualenv-20.0.26
GLOB sdist-make: /home/tapas/setup.py
py36 create: /home/tapas/.tox/py36
py36 installdeps: -r/home/tapas/requirements.txt
py36 inst: /home/tapas/.tox/.tmp/package/1/tapas-0.0.1.dev0.zip
py36 installed: absl-py==0.9.0,apache-beam==2.20.0,astunparse==1.6.3,attrs==19.3.0,avro-python3===file-.avro-VERSION.txt,cachetools==3.1.1,certifi==2020.6.20,chardet==3.0.4,cloudpickle==1.5.0,crcmod==1.7,cycler==0.10.0,Cython==0.29.21,dataclasses==0.7,decorator==4.4.2,dill==0.3.1.1,dm-tree==0.1.5,docopt==0.6.2,fastavro==0.21.24,fasteners==0.15,frozendict==1.2,future==0.18.2,gast==0.3.3,gin-config==0.3.0,google-api-core==1.21.0,google-api-python-client==1.9.3,google-apitools==0.5.28,google-auth==1.18.0,google-auth-httplib2==0.0.4,google-auth-oauthlib==0.4.1,google-cloud-bigquery==1.24.0,google-cloud-bigtable==1.0.0,google-cloud-core==1.3.0,google-cloud-datastore==1.7.4,google-cloud-dlp==0.13.0,google-cloud-language==1.3.0,google-cloud-pubsub==1.0.2,google-cloud-spanner==1.13.0,google-cloud-videointelligence==1.13.0,google-cloud-vision==0.42.0,google-pasta==0.2.0,google-resumable-media==0.5.1,googleapis-common-protos==1.52.0,grpc-google-iam-v1==0.12.3,grpcio==1.30.0,grpcio-gcp==0.2.2,h5py==2.10.0,hdfs==2.5.8,httplib2==0.12.0,idna==2.10,importlib-metadata==1.7.0,joblib==0.16.0,kaggle==1.5.6,Keras-Preprocessing==1.1.2,kiwisolver==1.2.0,Markdown==3.2.2,matplotlib==3.2.2,mlperf-compliance==0.0.10,mock==2.0.0,monotonic==1.5,numpy==1.19.0,oauth2client==3.0.0,oauthlib==3.1.0,opencv-python-headless==4.3.0.36,opt-einsum==3.2.1,pandas==1.0.5,pbr==5.4.5,Pillow==7.2.0,promise==2.3,protobuf==3.12.2,psutil==5.7.0,py-cpuinfo==7.0.0,pyarrow==0.16.0,pyasn1==0.4.8,pyasn1-modules==0.2.8,pydot==1.4.1,pymongo==3.10.1,pyparsing==2.4.7,python-dateutil==2.8.1,python-slugify==4.0.1,pytz==2020.1,PyYAML==5.3.1,requests==2.24.0,requests-oauthlib==1.3.0,rsa==4.6,scikit-learn==0.22.2.post1,scipy==1.5.1,sentencepiece==0.1.91,six==1.15.0,tapas @ file:///home/tapas/.tox/.tmp/package/1/tapas-0.0.1.dev0.zip,tensorboard==2.2.2,tensorboard-plugin-wit==1.7.0,tensorflow==2.2.0,tensorflow-addons==0.10.0,tensorflow-datasets==3.2.0,tensorflow-estimator==2.2.0,tensorflow-hub==0.8.0,tensorflow-metadata==0.22.2,tensorflow-model-optimization==0.3.0,tensorflow-probability==0.10.0,termcolor==1.1.0,text-unidecode==1.3,tf-models-official==2.2.1,tf-slim==1.1.0,tqdm==4.47.0,typeguard==2.9.1,typing==3.7.4.1,typing-extensions==3.7.4.2,uritemplate==3.0.1,urllib3==1.24.3,Werkzeug==1.0.1,wrapt==1.12.1,zipp==3.1.0
py36 run-test-pre: PYTHONHASHSEED='2962058561'
py36 run-test: commands[0] | python -m unittest discover -p '*_test.py'
WARNING:tensorflow:From /home/tapas/.tox/py36/lib/python3.6/site-packages/tensorflow/python/compat/v2_compat.py:96: disable_resource_variables (from tensorflow.python.ops.variable_scope) is deprecated and will be removed in a future version.
Instructions for updating:
non-resource variables are not supported in the long term
WARNING:tensorflow:From /home/tapas/tapas/datasets/dataset.py:58: parallel_interleave (from tensorflow.python.data.experimental.ops.interleave_ops) is deprecated and will be removed in a future version.
Instructions for updating:
Use `tf.data.Dataset.interleave(map_func, cycle_length, block_length, num_parallel_calls=tf.data.experimental.AUTOTUNE)` instead. If sloppy execution is desired, use `tf.data.Options.experimental_deterministic`.
WARNING:tensorflow:From /home/tapas/tapas/datasets/dataset.py:73: map_and_batch (from tensorflow.python.data.experimental.ops.batching) is deprecated and will be removed in a future version.
Instructions for updating:
Use `tf.data.Dataset.map(map_func, num_parallel_calls)` followed by `tf.data.Dataset.batch(batch_size, drop_remainder)`. Static tf.data optimizations will take care of using the fused implementation.
2020-07-13 11:58:09.847162: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'libcuda.so.1'; dlerror: libcuda.so.1: cannot open shared object file: No such file or directory; LD_LIBRARY_PATH: /usr/local/nvidia/lib:/usr/local/nvidia/lib64
2020-07-13 11:58:09.847223: E tensorflow/stream_executor/cuda/cuda_driver.cc:313] failed call to cuInit: UNKNOWN ERROR (303)
2020-07-13 11:58:09.847270: I tensorflow/stream_executor/cuda/cuda_diagnostics.cc:163] no NVIDIA GPU device is present: /dev/nvidia0 does not exist
2020-07-13 11:58:09.847543: I tensorflow/core/platform/cpu_feature_guard.cc:143] Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX2 FMA
2020-07-13 11:58:09.852386: I tensorflow/core/platform/profile_utils/cpu_utils.cc:102] CPU Frequency: 2799925000 Hz
2020-07-13 11:58:09.852779: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x7f48e4000b20 initialized for platform Host (this does not guarantee that XLA will be used). Devices:
2020-07-13 11:58:09.852795: I tensorflow/compiler/xla/service/service.cc:176]   StreamExecutor device (0): Host, Default Version
.......s/home/tapas/.tox/py36/lib/python3.6/site-packages/tensorflow/python/framework/tensor_util.py:523: DeprecationWarning: tostring() is deprecated. Use tobytes() instead.
  tensor_proto.tensor_content = nparray.tostring()
..........sE.WARNING:tensorflow:From /home/tapas/tapas/models/bert/modeling.py:252: dense (from tensorflow.python.layers.core) is deprecated and will be removed in a future version.
Instructions for updating:
Use keras.layers.Dense instead.
WARNING:tensorflow:From /home/tapas/tapas/models/bert/modeling.py:252: dense (from tensorflow.python.layers.core) is deprecated and will be removed in a future version.
Instructions for updating:
Use keras.layers.Dense instead.
WARNING:tensorflow:From /home/tapas/.tox/py36/lib/python3.6/site-packages/tensorflow/python/layers/core.py:187: Layer.apply (from tensorflow.python.keras.engine.base_layer_v1) is deprecated and will be removed in a future version.
Instructions for updating:
Please use `layer.__call__` method instead.
WARNING:tensorflow:From /home/tapas/.tox/py36/lib/python3.6/site-packages/tensorflow/python/layers/core.py:187: Layer.apply (from tensorflow.python.keras.engine.base_layer_v1) is deprecated and will be removed in a future version.
Instructions for updating:
Please use `layer.__call__` method instead.
.sWARNING:tensorflow:From /usr/lib/python3.6/contextlib.py:60: TensorFlowTestCase.test_session (from tensorflow.python.framework.test_util) is deprecated and will be removed in a future version.
Instructions for updating:
Use `self.session()` or `self.cached_session()` instead.
WARNING:tensorflow:From /usr/lib/python3.6/contextlib.py:60: TensorFlowTestCase.test_session (from tensorflow.python.framework.test_util) is deprecated and will be removed in a future version.
Instructions for updating:
Use `self.session()` or `self.cached_session()` instead.
..s.........sEWARNING:tensorflow:From /home/tapas/tapas/models/tapas_pretraining_model_test.py:65: The name tf.estimator.tpu.TPUEstimator is deprecated. Please use tf.compat.v1.estimator.tpu.TPUEstimator instead.

WARNING:tensorflow:From /home/tapas/tapas/models/tapas_pretraining_model_test.py:65: The name tf.estimator.tpu.TPUEstimator is deprecated. Please use tf.compat.v1.estimator.tpu.TPUEstimator instead.

WARNING:tensorflow:From /home/tapas/tapas/models/tapas_pretraining_model_test.py:68: The name tf.estimator.tpu.RunConfig is deprecated. Please use tf.compat.v1.estimator.tpu.RunConfig instead.

WARNING:tensorflow:From /home/tapas/tapas/models/tapas_pretraining_model_test.py:68: The name tf.estimator.tpu.RunConfig is deprecated. Please use tf.compat.v1.estimator.tpu.RunConfig instead.

WARNING:tensorflow:Estimator's model_fn (<function model_fn_builder.<locals>.model_fn at 0x7f491014b048>) includes params argument, but params are not passed to Estimator.
WARNING:tensorflow:Estimator's model_fn (<function model_fn_builder.<locals>.model_fn at 0x7f491014b048>) includes params argument, but params are not passed to Estimator.
WARNING:tensorflow:eval_on_tpu ignored because use_tpu is False.
WARNING:tensorflow:eval_on_tpu ignored because use_tpu is False.
WARNING:tensorflow:From /home/tapas/.tox/py36/lib/python3.6/site-packages/tensorflow/python/ops/resource_variable_ops.py:1666: calling BaseResourceVariable.__init__ (from tensorflow.python.ops.resource_variable_ops) with constraint is deprecated and will be removed in a future version.
Instructions for updating:
If using Keras pass *_constraint arguments to layers.
WARNING:tensorflow:From /home/tapas/.tox/py36/lib/python3.6/site-packages/tensorflow/python/ops/resource_variable_ops.py:1666: calling BaseResourceVariable.__init__ (from tensorflow.python.ops.resource_variable_ops) with constraint is deprecated and will be removed in a future version.
Instructions for updating:
If using Keras pass *_constraint arguments to layers.
WARNING:tensorflow:From /home/tapas/.tox/py36/lib/python3.6/site-packages/tensorflow/python/training/training_util.py:236: Variable.initialized_value (from tensorflow.python.ops.variables) is deprecated and will be removed in a future version.
Instructions for updating:
Use Variable.read_value. Variables in 2.X are initialized automatically both in eager and graph (inside tf.defun) contexts.
WARNING:tensorflow:From /home/tapas/.tox/py36/lib/python3.6/site-packages/tensorflow/python/training/training_util.py:236: Variable.initialized_value (from tensorflow.python.ops.variables) is deprecated and will be removed in a future version.
Instructions for updating:
Use Variable.read_value. Variables in 2.X are initialized automatically both in eager and graph (inside tf.defun) contexts.
WARNING:tensorflow:From /home/tapas/tapas/models/tapas_pretraining_model.py:192: The name tf.estimator.tpu.TPUEstimatorSpec is deprecated. Please use tf.compat.v1.estimator.tpu.TPUEstimatorSpec instead.

WARNING:tensorflow:From /home/tapas/tapas/models/tapas_pretraining_model.py:192: The name tf.estimator.tpu.TPUEstimatorSpec is deprecated. Please use tf.compat.v1.estimator.tpu.TPUEstimatorSpec instead.

WARNING:tensorflow:It seems that global step (tf.train.get_global_step) has not been increased. Current value (could be stable): 7 vs previous value: 7. You could increase the global step by passing tf.train.get_global_step() to Optimizer.apply_gradients or Optimizer.minimize.
WARNING:tensorflow:It seems that global step (tf.train.get_global_step) has not been increased. Current value (could be stable): 7 vs previous value: 7. You could increase the global step by passing tf.train.get_global_step() to Optimizer.apply_gradients or Optimizer.minimize.
WARNING:tensorflow:It seems that global step (tf.train.get_global_step) has not been increased. Current value (could be stable): 10 vs previous value: 10. You could increase the global step by passing tf.train.get_global_step() to Optimizer.apply_gradients or Optimizer.minimize.
WARNING:tensorflow:It seems that global step (tf.train.get_global_step) has not been increased. Current value (could be stable): 10 vs previous value: 10. You could increase the global step by passing tf.train.get_global_step() to Optimizer.apply_gradients or Optimizer.minimize.
WARNING:tensorflow:It seems that global step (tf.train.get_global_step) has not been increased. Current value (could be stable): 12 vs previous value: 12. You could increase the global step by passing tf.train.get_global_step() to Optimizer.apply_gradients or Optimizer.minimize.
WARNING:tensorflow:It seems that global step (tf.train.get_global_step) has not been increased. Current value (could be stable): 12 vs previous value: 12. You could increase the global step by passing tf.train.get_global_step() to Optimizer.apply_gradients or Optimizer.minimize.
WARNING:tensorflow:It seems that global step (tf.train.get_global_step) has not been increased. Current value (could be stable): 14 vs previous value: 14. You could increase the global step by passing tf.train.get_global_step() to Optimizer.apply_gradients or Optimizer.minimize.
WARNING:tensorflow:It seems that global step (tf.train.get_global_step) has not been increased. Current value (could be stable): 14 vs previous value: 14. You could increase the global step by passing tf.train.get_global_step() to Optimizer.apply_gradients or Optimizer.minimize.
WARNING:tensorflow:It seems that global step (tf.train.get_global_step) has not been increased. Current value (could be stable): 16 vs previous value: 16. You could increase the global step by passing tf.train.get_global_step() to Optimizer.apply_gradients or Optimizer.minimize.
WARNING:tensorflow:It seems that global step (tf.train.get_global_step) has not been increased. Current value (could be stable): 16 vs previous value: 16. You could increase the global step by passing tf.train.get_global_step() to Optimizer.apply_gradients or Optimizer.minimize.
.WARNING:tensorflow:Estimator's model_fn (<function model_fn_builder.<locals>.model_fn at 0x7f48f8712400>) includes params argument, but params are not passed to Estimator.
WARNING:tensorflow:Estimator's model_fn (<function model_fn_builder.<locals>.model_fn at 0x7f48f8712400>) includes params argument, but params are not passed to Estimator.
WARNING:tensorflow:eval_on_tpu ignored because use_tpu is False.
WARNING:tensorflow:eval_on_tpu ignored because use_tpu is False.
WARNING:tensorflow:Estimator's model_fn (<function model_fn_builder.<locals>.model_fn at 0x7f49227ab8c8>) includes params argument, but params are not passed to Estimator.
WARNING:tensorflow:Estimator's model_fn (<function model_fn_builder.<locals>.model_fn at 0x7f49227ab8c8>) includes params argument, but params are not passed to Estimator.
WARNING:tensorflow:eval_on_tpu ignored because use_tpu is False.
WARNING:tensorflow:eval_on_tpu ignored because use_tpu is False.
.s.........WARNING:tensorflow:From /home/tapas/tapas/scripts/prediction_utils.py:41: tf_record_iterator (from tensorflow.python.lib.io.tf_record) is deprecated and will be removed in a future version.
Instructions for updating:
Use eager execution and: 
`tf.data.TFRecordDataset(path)`
WARNING:tensorflow:From /home/tapas/tapas/scripts/prediction_utils.py:41: tf_record_iterator (from tensorflow.python.lib.io.tf_record) is deprecated and will be removed in a future version.
Instructions for updating:
Use eager execution and: 
`tf.data.TFRecordDataset(path)`
................................................................./home/tapas/.tox/py36/lib/python3.6/site-packages/apache_beam/io/filesystem.py:599: DeprecationWarning: Flags not at the start of the expression 'tapas\\/utils\\/testda' (truncated)
  re_pattern = re.compile(self.translate_pattern(pattern))
WARNING:apache_beam.io.tfrecordio:Couldn't find python-snappy so the implementation of _TFRecordUtil._masked_crc32c is not as fast as it could be.
/home/tapas/.tox/py36/lib/python3.6/site-packages/apache_beam/io/filesystem.py:599: DeprecationWarning: Flags not at the start of the expression '\\/tmp\\/tmpfkm018bx\\/' (truncated)
  re_pattern = re.compile(self.translate_pattern(pattern))
.................................................
======================================================================
ERROR: tapas.experiments.prediction_utils_test (unittest.loader._FailedTest)
----------------------------------------------------------------------
ImportError: Failed to import test module: tapas.experiments.prediction_utils_test
Traceback (most recent call last):
  File "/usr/lib/python3.6/unittest/loader.py", line 428, in _find_test_path
    module = self._get_module_from_name(name)
  File "/usr/lib/python3.6/unittest/loader.py", line 369, in _get_module_from_name
    __import__(name)
  File "/home/tapas/tapas/experiments/prediction_utils_test.py", line 21, in <module>
    from tapas.experiments import prediction_utils
  File "/home/tapas/tapas/experiments/prediction_utils.py", line 25, in <module>
    from tapas.models import tapas_classifier_model
  File "/home/tapas/tapas/models/tapas_classifier_model.py", line 31, in <module>
    import tensorflow_probability as tfp
  File "/home/tapas/.tox/py36/lib/python3.6/site-packages/tensorflow_probability/__init__.py", line 76, in <module>
    from tensorflow_probability.python import *  # pylint: disable=wildcard-import
  File "/home/tapas/.tox/py36/lib/python3.6/site-packages/tensorflow_probability/python/__init__.py", line 23, in <module>
    from tensorflow_probability.python import distributions
  File "/home/tapas/.tox/py36/lib/python3.6/site-packages/tensorflow_probability/python/distributions/__init__.py", line 88, in <module>
    from tensorflow_probability.python.distributions.pixel_cnn import PixelCNN
  File "/home/tapas/.tox/py36/lib/python3.6/site-packages/tensorflow_probability/python/distributions/pixel_cnn.py", line 37, in <module>
    from tensorflow_probability.python.layers import weight_norm
  File "/home/tapas/.tox/py36/lib/python3.6/site-packages/tensorflow_probability/python/layers/__init__.py", line 31, in <module>
    from tensorflow_probability.python.layers.distribution_layer import CategoricalMixtureOfOneHotCategorical
  File "/home/tapas/.tox/py36/lib/python3.6/site-packages/tensorflow_probability/python/layers/distribution_layer.py", line 28, in <module>
    from cloudpickle.cloudpickle import CloudPickler
ImportError: cannot import name 'CloudPickler'


======================================================================
ERROR: tapas.models.tapas_classifier_model_test (unittest.loader._FailedTest)
----------------------------------------------------------------------
ImportError: Failed to import test module: tapas.models.tapas_classifier_model_test
Traceback (most recent call last):
  File "/usr/lib/python3.6/unittest/loader.py", line 428, in _find_test_path
    module = self._get_module_from_name(name)
  File "/usr/lib/python3.6/unittest/loader.py", line 369, in _get_module_from_name
    __import__(name)
  File "/home/tapas/tapas/models/tapas_classifier_model_test.py", line 22, in <module>
    from tapas.models import tapas_classifier_model
  File "/home/tapas/tapas/models/tapas_classifier_model.py", line 31, in <module>
    import tensorflow_probability as tfp
  File "/home/tapas/.tox/py36/lib/python3.6/site-packages/tensorflow_probability/__init__.py", line 76, in <module>
    from tensorflow_probability.python import *  # pylint: disable=wildcard-import
  File "/home/tapas/.tox/py36/lib/python3.6/site-packages/tensorflow_probability/python/__init__.py", line 23, in <module>
    from tensorflow_probability.python import distributions
  File "/home/tapas/.tox/py36/lib/python3.6/site-packages/tensorflow_probability/python/distributions/__init__.py", line 88, in <module>
    from tensorflow_probability.python.distributions.pixel_cnn import PixelCNN
  File "/home/tapas/.tox/py36/lib/python3.6/site-packages/tensorflow_probability/python/distributions/pixel_cnn.py", line 37, in <module>
    from tensorflow_probability.python.layers import weight_norm
  File "/home/tapas/.tox/py36/lib/python3.6/site-packages/tensorflow_probability/python/layers/__init__.py", line 31, in <module>
    from tensorflow_probability.python.layers.distribution_layer import CategoricalMixtureOfOneHotCategorical
  File "/home/tapas/.tox/py36/lib/python3.6/site-packages/tensorflow_probability/python/layers/distribution_layer.py", line 28, in <module>
    from cloudpickle.cloudpickle import CloudPickler
ImportError: cannot import name 'CloudPickler'


----------------------------------------------------------------------
Ran 163 tests in 23.146s

FAILED (errors=2, skipped=6)
Running pipeline with direct runner this might take a long time!
ERROR: InvocationError for command /home/tapas/.tox/py36/bin/python -m unittest discover -p '*_test.py' (exited with code 1)
py37 create: /home/tapas/.tox/py37
ERROR: InterpreterNotFound: python3.7
___________________________________ summary ____________________________________
ERROR:   py36: commands failed
ERROR:  py37: InterpreterNotFound: python3.7
The command '/bin/sh -c cd /home     && git clone https://github.com/google-research/tapas.git     && cd tapas     && pip3 install --upgrade pip     && pip install -e .     && pip install tox     && tox' returned a non-zero code: 1

[eisenjulian]

Apparently there was an issue with a tensorflow probability dependency, and the right fix at the moment is changing the version dependency to 0.10.1 as mentioned in tensorflow/probability#991 We will release a new version soon, in the meantime you can update the requirements file directly.

[eldhosemjoy]

@OeslleLucena I have tried to dockerize the tapas and have pushed my docker into the docker hub repo. But the code is an adaptation of the TAPAS framework for just prediction using the SQA base model. Just FYI if that helps.

[infact]

Any pointers to Docker image for TAPAS. Just want to tryout.