In Lab1, the lack of versioning in requirements.txt seems to be causing pip to try and resolve dependencies. This results in around a 60 minute action vs the ~5 minute action in the first lab's walkthrough. Is there a workaround?
Run python -m pip install --upgrade pip
Requirement already satisfied: pip in /opt/hostedtoolcache/Python/3.8.16/x64/lib/python3.8/site-packages (22.3.1)
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Collecting jupyterlab-widgets~=3.0
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Collecting prompt-toolkit<3.1.0,>=3.0.30
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Installing collected packages: webencodings, wcwidth, twofish, pytz, pyhumps, pyasn1, pure-eval, ptyprocess, pickleshare, parsedatetime, mistune, javaobj-py3, fastjsonschema, executing, confluent-kafka, backcall, zipp, widgetsnbextension, watchdog, urllib3, tzdata, typing-extensions, traitlets, tqdm, tornado, toolz, toml, tinycss2, threadpoolctl, termcolor, tenacity, soupsieve, smmap, six, semver, ruamel.yaml.clib, pyzmq, pyrsistent, pyparsing, PyMySQL, pympler, pygments, pycryptodomex, pycparser, pyasn1-modules, psutil, protobuf, prompt-toolkit, platformdirs, pkgutil-resolve-name, Pillow, pexpect, parso, pandocfilters, packaging, numpy, nest-asyncio, multidict, mock, mdurl, markupsafe, lxml, kiwisolver, jupyterlab-widgets, jupyterlab-pygments, jsonpointer, joblib, jmespath, idna, greenlet, future, frozenlist, fonttools, fastavro, entrypoints, defusedxml, decorator, debugpy, cycler, colorama, Click, charset-normalizer, certifi, cachetools, blinker, backports.zoneinfo, avro, attrs, async-timeout, yarl, validators, thrift, sqlalchemy, scipy, ruamel.yaml, requests, pytz-deprecation-shim, python-dateutil, pyjks, pyarrow, plotly, orderedmultidict, matplotlib-inline, markdown-it-py, jupyter-core, jsonpatch, jinja2, jedi, importlib-resources, importlib-metadata, gitdb, contourpy, comm, cffi, bleach, beautifulsoup4, asttokens, aiosignal, tzlocal, stack-data, scikit-learn, rich, pyhopshive, pydeck, pandas, matplotlib, jupyter-client, jsonschema, gitpython, furl, faker, cryptography, branca, botocore, aiohttp, seaborn, s3transfer, nbformat, ipython, folium, altair, streamlit, nbclient, ipykernel, boto3, streamlit_folium, nbconvert, ipywidgets, hsml, great_expectations, dataframe-image, hsfs, hopsworks
DEPRECATION: twofish is being installed using the legacy 'setup.py install' method, because it does not have a 'pyproject.toml' and the 'wheel' package is not installed. pip 23.1 will enforce this behaviour change. A possible replacement is to enable the '--use-pep[517](https://github.com/forrestmckee/serverless-ml-course/actions/runs/4057809722/jobs/6984005158#step:4:518)' option. Discussion can be found at https://github.com/pypa/pip/issues/8[559](https://github.com/forrestmckee/serverless-ml-course/actions/runs/4057809722/jobs/6984005158#step:4:560)
Running setup.py install for twofish: started
Running setup.py install for twofish: finished with status 'done'
DEPRECATION: future is being installed using the legacy 'setup.py install' method, because it does not have a 'pyproject.toml' and the 'wheel' package is not installed. pip 23.1 will enforce this behaviour change. A possible replacement is to enable the '--use-pep[517](https://github.com/forrestmckee/serverless-ml-course/actions/runs/4057809722/jobs/6984005158#step:4:518)' option. Discussion can be found at https://github.com/pypa/pip/issues/8[559](https://github.com/forrestmckee/serverless-ml-course/actions/runs/4057809722/jobs/6984005158#step:4:560)
Running setup.py install for future: started
Running setup.py install for future: finished with status 'done'
DEPRECATION: avro is being installed using the legacy 'setup.py install' method, because it does not have a 'pyproject.toml' and the 'wheel' package is not installed. pip 23.1 will enforce this behaviour change. A possible replacement is to enable the '--use-pep517' option. Discussion can be found at https://github.com/pypa/pip/issues/8559
Running setup.py install for avro: started
Running setup.py install for avro: finished with status 'done'
DEPRECATION: validators is being installed using the legacy 'setup.py install' method, because it does not have a 'pyproject.toml' and the 'wheel' package is not installed. pip 23.1 will enforce this behaviour change. A possible replacement is to enable the '--use-pep517' option. Discussion can be found at https://github.com/pypa/pip/issues/8559
Running setup.py install for validators: started
Running setup.py install for validators: finished with status 'done'
DEPRECATION: thrift is being installed using the legacy 'setup.py install' method, because it does not have a 'pyproject.toml' and the 'wheel' package is not installed. pip 23.1 will enforce this behaviour change. A possible replacement is to enable the '--use-pep517' option. Discussion can be found at https://github.com/pypa/pip/issues/8559
Running setup.py install for thrift: started
Running setup.py install for thrift: finished with status 'done'
DEPRECATION: pyhopshive is being installed using the legacy 'setup.py install' method, because it does not have a 'pyproject.toml' and the 'wheel' package is not installed. pip 23.1 will enforce this behaviour change. A possible replacement is to enable the '--use-pep517' option. Discussion can be found at https://github.com/pypa/pip/issues/8559
Running setup.py install for pyhopshive: started
Running setup.py install for pyhopshive: finished with status 'done'
DEPRECATION: hsml is being installed using the legacy 'setup.py install' method, because it does not have a 'pyproject.toml' and the 'wheel' package is not installed. pip 23.1 will enforce this behaviour change. A possible replacement is to enable the '--use-pep517' option. Discussion can be found at https://github.com/pypa/pip/issues/8559
Running setup.py install for hsml: started
Running setup.py install for hsml: finished with status 'done'
DEPRECATION: hsfs is being installed using the legacy 'setup.py install' method, because it does not have a 'pyproject.toml' and the 'wheel' package is not installed. pip 23.1 will enforce this behaviour change. A possible replacement is to enable the '--use-pep517' option. Discussion can be found at https://github.com/pypa/pip/issues/8559
Running setup.py install for hsfs: started
Running setup.py install for hsfs: finished with status 'done'
DEPRECATION: hopsworks is being installed using the legacy 'setup.py install' method, because it does not have a 'pyproject.toml' and the 'wheel' package is not installed. pip 23.1 will enforce this behaviour change. A possible replacement is to enable the '--use-pep517' option. Discussion can be found at https://github.com/pypa/pip/issues/8559
Running setup.py install for hopsworks: started
Running setup.py install for hopsworks: finished with status 'done'
Successfully installed Click-8.1.3 Pillow-9.4.0 PyMySQL-1.0.2 aiohttp-3.8.3 aiosignal-1.3.1 altair-4.2.2 asttokens-2.2.1 async-timeout-4.0.2 attrs-22.2.0 avro-1.10.2 backcall-0.2.0 backports.zoneinfo-0.2.1 beautifulsoup4-4.11.2 bleach-6.0.0 blinker-1.5 boto3-1.26.60 botocore-1.29.61 branca-0.6.0 cachetools-5.3.0 certifi-2022.12.7 cffi-1.15.1 charset-normalizer-2.1.1 colorama-0.4.6 comm-0.1.2 confluent-kafka-1.8.2 contourpy-1.0.7 cryptography-39.0.0 cycler-0.11.0 dataframe-image-0.1.5 debugpy-1.6.6 decorator-5.1.1 defusedxml-0.7.1 entrypoints-0.4 executing-1.2.0 faker-16.6.1 fastavro-1.4.11 fastjsonschema-2.16.2 folium-0.14.0 fonttools-4.38.0 frozenlist-1.3.3 furl-2.1.3 future-0.18.3 gitdb-4.0.10 gitpython-3.1.30 great_expectations-0.14.12 greenlet-2.0.2 hopsworks-3.0.5 hsfs-3.0.5 hsml-3.0.3 idna-3.4 importlib-metadata-6.0.0 importlib-resources-5.10.2 ipykernel-6.20.2 ipython-8.9.0 ipywidgets-8.0.4 javaobj-py3-0.4.3 jedi-0.18.2 jinja2-3.0.3 jmespath-1.0.1 joblib-1.2.0 jsonpatch-1.32 jsonpointer-2.3 jsonschema-4.17.3 jupyter-client-8.0.2 jupyter-core-5.2.0 jupyterlab-pygments-0.2.2 jupyterlab-widgets-3.0.5 kiwisolver-1.4.4 lxml-4.9.2 markdown-it-py-2.1.0 markupsafe-2.0.1 matplotlib-3.6.3 matplotlib-inline-0.1.6 mdurl-0.1.2 mistune-0.8.4 mock-5.0.1 multidict-6.0.4 nbclient-0.7.2 nbconvert-6.5.4 nbformat-5.7.3 nest-asyncio-1.5.6 numpy-1.24.1 orderedmultidict-1.0.1 packaging-23.0 pandas-1.5.3 pandocfilters-1.5.0 parsedatetime-2.6 parso-0.8.3 pexpect-4.8.0 pickleshare-0.7.5 pkgutil-resolve-name-1.3.10 platformdirs-2.6.2 plotly-5.13.0 prompt-toolkit-3.0.36 protobuf-3.20.3 psutil-5.9.4 ptyprocess-0.7.0 pure-eval-0.2.2 pyarrow-11.0.0 pyasn1-0.4.8 pyasn1-modules-0.2.8 pycparser-2.21 pycryptodomex-3.17 pydeck-0.8.0 pygments-2.14.0 pyhopshive-0.6.4.1.dev0 pyhumps-1.6.1 pyjks-20.0.0 pympler-1.0.1 pyparsing-2.4.7 pyrsistent-0.19.3 python-dateutil-2.8.2 pytz-2022.7.1 pytz-deprecation-shim-0.1.0.post0 pyzmq-25.0.0 requests-2.28.2 rich-13.3.1 ruamel.yaml-0.17.17 ruamel.yaml.clib-0.2.7 s3transfer-0.6.0 scikit-learn-1.2.1 scipy-1.10.0 seaborn-0.12.2 semver-2.13.0 six-1.16.0 smmap-5.0.0 soupsieve-2.3.2.post1 sqlalchemy-2.0.0 stack-data-0.6.2 streamlit-1.17.0 streamlit_folium-0.11.0 tenacity-8.1.0 termcolor-2.2.0 threadpoolctl-3.1.0 thrift-0.16.0 tinycss2-1.2.1 toml-0.10.2 toolz-0.12.0 tornado-6.2 tqdm-4.64.1 traitlets-5.9.0 twofish-0.3.0 typing-extensions-4.4.0 tzdata-2022.7 tzlocal-4.2 urllib3-1.26.14 validators-0.20.0 watchdog-2.2.1 wcwidth-0.2.6 webencodings-0.5.1 widgetsnbextension-4.0.5 yarl-1.8.2 zipp-3.12.0