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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?
Below is the output from my action:
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)
Collecting pip
Downloading pip-23.0-py3-none-any.whl (2.1 MB)
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Installing collected packages: pip
Attempting uninstall: pip
Found existing installation: pip 22.3.1
Uninstalling pip-22.3.1:
Successfully uninstalled pip-22.3.1
Successfully installed pip-23.0
Collecting faker
Downloading Faker-16.6.1-py3-none-any.whl (1.7 MB)
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Collecting parsedatetime
Downloading parsedatetime-2.6-py3-none-any.whl (42 kB)
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Collecting hopsworks
Downloading hopsworks-3.0.5.tar.gz (35 kB)
Preparing metadata (setup.py): started
Preparing metadata (setup.py): finished with status 'done'
Collecting nbconvert
Downloading nbconvert-7.2.9-py3-none-any.whl (274 kB)
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Collecting scikit-learn
Downloading scikit_learn-1.2.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (9.8 MB)
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Collecting plotly
Downloading plotly-5.13.0-py2.py3-none-any.whl (15.2 MB)
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Collecting Pillow
Downloading Pillow-9.4.0-cp38-cp38-manylinux_2_28_x86_64.whl (3.4 MB)
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Collecting seaborn
Downloading seaborn-0.12.2-py3-none-any.whl (293 kB)
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Collecting dataframe-image
Downloading dataframe_image-0.1.5-py3-none-any.whl (6.6 MB)
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Collecting streamlit_folium
Downloading streamlit_folium-0.11.0-py3-none-any.whl (423 kB)
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Collecting python-dateutil>=2.4
Downloading python_dateutil-2.8.2-py2.py3-none-any.whl (247 kB)
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Collecting hsfs[python]<3.1.0,>=3.0.0
Downloading hsfs-3.0.5.tar.gz (120 kB)
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Preparing metadata (setup.py): started
Preparing metadata (setup.py): finished with status 'done'
Collecting hsml<3.1.0,>=3.0.0
Downloading hsml-3.0.3.tar.gz (50 kB)
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Preparing metadata (setup.py): started
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Collecting pyhumps==1.6.1
Downloading pyhumps-1.6.1-py3-none-any.whl (5.0 kB)
Collecting requests
Downloading requests-2.28.2-py3-none-any.whl (62 kB)
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Collecting furl
Downloading furl-2.1.3-py2.py3-none-any.whl (20 kB)
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Collecting pyjks
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Collecting mock
Downloading mock-5.0.1-py3-none-any.whl (30 kB)
Collecting tqdm
Downloading tqdm-4.64.1-py2.py3-none-any.whl (78 kB)
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Collecting importlib-metadata>=3.6
Downloading importlib_metadata-6.0.0-py3-none-any.whl (21 kB)
Collecting jupyter-core>=4.7
Downloading jupyter_core-5.2.0-py3-none-any.whl (94 kB)
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Collecting pygments>=2.4.1
Downloading Pygments-2.14.0-py3-none-any.whl (1.1 MB)
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Collecting nbclient>=0.5.0
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Collecting nbformat>=5.1
Downloading nbformat-5.7.3-py3-none-any.whl (78 kB)
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Collecting beautifulsoup4
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Collecting markupsafe>=2.0
Downloading MarkupSafe-2.1.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (25 kB)
Collecting mistune<3,>=2.0.3
Downloading mistune-2.0.4-py2.py3-none-any.whl (24 kB)
Collecting tinycss2
Downloading tinycss2-1.2.1-py3-none-any.whl (21 kB)
Collecting pandocfilters>=1.4.1
Downloading pandocfilters-1.5.0-py2.py3-none-any.whl (8.7 kB)
Collecting packaging
Downloading packaging-23.0-py3-none-any.whl (42 kB)
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Collecting jinja2>=3.0
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Collecting traitlets>=5.0
Downloading traitlets-5.9.0-py3-none-any.whl (117 kB)
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Collecting jupyterlab-pygments
Downloading jupyterlab_pygments-0.2.2-py2.py3-none-any.whl (21 kB)
Collecting bleach
Downloading bleach-6.0.0-py3-none-any.whl (162 kB)
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Collecting defusedxml
Downloading defusedxml-0.7.1-py2.py3-none-any.whl (25 kB)
Collecting threadpoolctl>=2.0.0
Downloading threadpoolctl-3.1.0-py3-none-any.whl (14 kB)
Collecting numpy>=1.17.3
Downloading numpy-1.24.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (17.3 MB)
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Collecting scipy>=1.3.2
Downloading scipy-1.10.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (34.5 MB)
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Collecting joblib>=1.1.1
Downloading joblib-1.2.0-py3-none-any.whl (297 kB)
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Collecting tenacity>=6.2.0
Downloading tenacity-8.1.0-py3-none-any.whl (23 kB)
Collecting pandas>=0.25
Downloading pandas-1.5.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (12.2 MB)
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Collecting matplotlib!=3.6.1,>=3.1
Downloading matplotlib-3.6.3-cp38-cp38-manylinux_2_12_x86_64.manylinux2010_x86_64.whl (9.4 MB)
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Collecting aiohttp
Downloading aiohttp-3.8.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.0 MB)
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Collecting streamlit>=1.2
Downloading streamlit-1.17.0-py2.py3-none-any.whl (9.3 MB)
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Collecting folium>=0.13
Downloading folium-0.14.0-py2.py3-none-any.whl (102 kB)
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Collecting branca
Downloading branca-0.6.0-py3-none-any.whl (24 kB)
Collecting avro==1.10.2
Downloading avro-1.10.2.tar.gz (68 kB)
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Collecting sqlalchemy
Downloading SQLAlchemy-2.0.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (2.8 MB)
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Collecting PyMySQL[rsa]
Downloading PyMySQL-1.0.2-py3-none-any.whl (43 kB)
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Collecting great_expectations==0.14.12
Downloading great_expectations-0.14.12-py3-none-any.whl (4.9 MB)
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Collecting markupsafe>=2.0
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Collecting pyhopshive[thrift]
Downloading PyHopsHive-0.6.4.1.dev0.tar.gz (42 kB)
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Collecting pyarrow
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Collecting cryptography>=3.2
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Collecting urllib3<1.27,>=1.25.4
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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
The text was updated successfully, but these errors were encountered:
@Solab5 which versions did you specify? I run the workflow, it trues to install packages for 20 minutes and then it just raises and error
pip._vendor.resolvelib.resolvers.ResolutionTooDeep: 200000
Hi I think the versions I used wont pecifically help. But what you will do but I can take you through the steps I actually used. Just get to the requirements.txt file contains the libraries used. Then in your terminal or even notebook can check which version using eg "pip show python" if you want to know the python you used. It will specify the version and then update the requirements.txt file. Do this for all the libraries. Make me know if this works.
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?
Below is the output from my action:
The text was updated successfully, but these errors were encountered: