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Example project for the course "Testing & Monitoring Machine Learning Model Deployments"

License: BSD 3-Clause "New" or "Revised" License

Python 18.41% Makefile 0.28% Shell 0.69% Dockerfile 0.50% Mako 0.12% Jupyter Notebook 79.72% Batchfile 0.28%

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testing-and-monitoring-ml-deployments's Issues

pip version issue

pls help me to solve this issue

(base) C:\Users\arunm\Downloads\udemy\testing-and-monitoring-ml-deployments\packages\gradient_boosting_model>tox
unit_tests create: C:\Users\arunm\Downloads\udemy\testing-and-monitoring-ml-deployments\packages\gradient_boosting_model.tox\unit_tests
unit_tests installdeps: -rtest_requirements.txt
ERROR: invocation failed (exit code 1), logfile: C:\Users\arunm\Downloads\udemy\testing-and-monitoring-ml-deployments\packages\gradient_boosting_model.tox\unit_tests\log\unit_tests-1.log
====================================================== log start ======================================================
Collecting numpy<1.19.0,>=1.18.1 (from -r requirements.txt (line 2))
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Requirement already satisfied: wheel<0.34.0,>=0.33.6 in c:\users\arunm\downloads\udemy\testing-and-monitoring-ml-deployments\packages\gradient_boosting_model.tox\unit_tests\lib\site-packages (from -r requirements.txt (line 17)) (0.33.6)
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Installing collected packages: numpy, joblib, scipy, scikit-learn, six, python-dateutil, pytz, pandas, Pygments, sphinxcontrib-applehelp, sphinxcontrib-serializinghtml, sphinxcontrib-htmlhelp, sphinxcontrib-jsmath, setuptools, pyparsing, packaging, colorama, imagesize, docutils, snowballstemmer, babel, sphinxcontrib-qthelp, alabaster, chardet, idna, certifi, urllib3, requests, MarkupSafe, Jinja2, sphinxcontrib-devhelp, sphinx, numpydoc, patsy, statsmodels, feature-engine, ruamel.yaml.clib, ruamel.yaml, strictyaml, pydantic, marshmallow, wcwidth, more-itertools, zipp, importlib-metadata, pluggy, py, atomicwrites, attrs, pytest, pip, text-unidecode, python-slugify, tqdm, kaggle, tid-regression-model, appdirs, click, toml, pathspec, typed-ast, regex, black, pyflakes, mccabe, entrypoints, pycodestyle, flake8, mypy-extensions, typing-extensions, mypy
ERROR: Could not install packages due to an EnvironmentError: [Errno 2] No such file or directory: 'c:\users\arunm\downloads\udemy\testing-and-monitoring-ml-deployments\packages\gradient_boosting_model\.tox\unit_tests\Lib\site-packages\sklearn\datasets\tests\data\openml\292\api-v1-json-data-list-data_name-australian-limit-2-data_version-1-status-deactivated.json.gz'

WARNING: You are using pip version 19.2.3, however version 20.0.2 is available.
You should consider upgrading via the 'python -m pip install --upgrade pip' command.

======================================================= log end =======================================================
ERROR: could not install deps [-rtest_requirements.txt]; v = InvocationError("'C:\Users\arunm\Downloads\udemy\testing-and-monitoring-ml-deployments\packages\gradient_boosting_model\.tox\unit_tests\Scripts\pip.EXE' install -rtest_requirements.txt", 1)
typechecks create: C:\Users\arunm\Downloads\udemy\testing-and-monitoring-ml-deployments\packages\gradient_boosting_model.tox\unit_tests
typechecks installdeps: -rtest_requirements.txt
ERROR: invocation failed (exit code 1), logfile: C:\Users\arunm\Downloads\udemy\testing-and-monitoring-ml-deployments\packages\gradient_boosting_model.tox\unit_tests\log\typechecks-1.log
============================================================================== log start ==============================================================================
Collecting numpy<1.19.0,>=1.18.1 (from -r requirements.txt (line 2))
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Requirement already satisfied: wheel<0.34.0,>=0.33.6 in c:\users\arunm\downloads\udemy\testing-and-monitoring-ml-deployments\packages\gradient_boosting_model.tox\unit_tests\lib\site-packages (from -r requirements.txt (line 17)) (0.33.6)
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Installing collected packages: numpy, joblib, scipy, scikit-learn, six, python-dateutil, pytz, pandas, Pygments, sphinxcontrib-applehelp, sphinxcontrib-serializinghtml, sphinxcontrib-htmlhelp, sphinxcontrib-jsmath, setuptools, pyparsing, packaging, colorama, imagesize, docutils, snowballstemmer, babel, sphinxcontrib-qthelp, alabaster, chardet, idna, certifi, urllib3, requests, MarkupSafe, Jinja2, sphinxcontrib-devhelp, sphinx, numpydoc, patsy, statsmodels, feature-engine, ruamel.yaml.clib, ruamel.yaml, strictyaml, pydantic, marshmallow, wcwidth, more-itertools, zipp, importlib-metadata, pluggy, py, atomicwrites, attrs, pytest, pip, text-unidecode, python-slugify, tqdm, kaggle, tid-regression-model, appdirs, click, toml, pathspec, typed-ast, regex, black, pyflakes, mccabe, entrypoints, pycodestyle, flake8, mypy-extensions, typing-extensions, mypy
ERROR: Could not install packages due to an EnvironmentError: [Errno 2] No such file or directory: 'c:\users\arunm\downloads\udemy\testing-and-monitoring-ml-deployments\packages\gradient_boosting_model\.tox\unit_tests\Lib\site-packages\sklearn\datasets\tests\data\openml\292\api-v1-json-data-list-data_name-australian-limit-2-data_version-1-status-deactivated.json.gz'

WARNING: You are using pip version 19.2.3, however version 20.0.2 is available.
You should consider upgrading via the 'python -m pip install --upgrade pip' command.

=============================================================================== log end ===============================================================================
ERROR: could not install deps [-rtest_requirements.txt]; v = InvocationError("'C:\Users\arunm\Downloads\udemy\testing-and-monitoring-ml-deployments\packages\gradient_boosting_model\.tox\unit_tests\Scripts\pip.EXE' install -rtest_requirements.txt", 1)
stylechecks create: C:\Users\arunm\Downloads\udemy\testing-and-monitoring-ml-deployments\packages\gradient_boosting_model.tox\unit_tests
stylechecks installdeps: -rtest_requirements.txt
ERROR: invocation failed (exit code 1), logfile: C:\Users\arunm\Downloads\udemy\testing-and-monitoring-ml-deployments\packages\gradient_boosting_model.tox\unit_tests\log\stylechecks-1.log
============================================================================== log start ==============================================================================
Collecting numpy<1.19.0,>=1.18.1 (from -r requirements.txt (line 2))
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Requirement already satisfied: wheel<0.34.0,>=0.33.6 in c:\users\arunm\downloads\udemy\testing-and-monitoring-ml-deployments\packages\gradient_boosting_model.tox\unit_tests\lib\site-packages (from -r requirements.txt (line 17)) (0.33.6)
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Collecting urllib3<1.25,>=1.21.1 (from kaggle<1.6.0,>=1.5.6->-r test_requirements.txt (line 16))
Using cached https://files.pythonhosted.org/packages/01/11/525b02e4acc0c747de8b6ccdab376331597c569c42ea66ab0a1dbd36eca2/urllib3-1.24.3-py2.py3-none-any.whl
Collecting sphinx>=1.6.5 (from numpydoc>=0.6.0->feature_engine<0.4.0,>=0.3.1->-r requirements.txt (line 5))
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Collecting Jinja2>=2.3 (from numpydoc>=0.6.0->feature_engine<0.4.0,>=0.3.1->-r requirements.txt (line 5))
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Collecting ruamel.yaml.clib>=0.1.2; platform_python_implementation == "CPython" and python_version < "3.9" (from ruamel.yaml>=0.14.2->strictyaml<1.1.0,>=1.0.5->-r requirements.txt (line 9))
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Collecting zipp>=0.5 (from importlib-metadata>=0.12; python_version < "3.8"->pytest<6.0.0,>=5.3.2->-r test_requirements.txt (line 4))
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Collecting Pygments>=2.0 (from sphinx>=1.6.5->numpydoc>=0.6.0->feature_engine<0.4.0,>=0.3.1->-r requirements.txt (line 5))
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Collecting alabaster<0.8,>=0.7 (from sphinx>=1.6.5->numpydoc>=0.6.0->feature_engine<0.4.0,>=0.3.1->-r requirements.txt (line 5))
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Installing collected packages: numpy, joblib, scipy, scikit-learn, six, python-dateutil, pytz, pandas, Pygments, sphinxcontrib-applehelp, sphinxcontrib-serializinghtml, sphinxcontrib-htmlhelp, sphinxcontrib-jsmath, setuptools, pyparsing, packaging, colorama, imagesize, docutils, snowballstemmer, babel, sphinxcontrib-qthelp, alabaster, chardet, idna, certifi, urllib3, requests, MarkupSafe, Jinja2, sphinxcontrib-devhelp, sphinx, numpydoc, patsy, statsmodels, feature-engine, ruamel.yaml.clib, ruamel.yaml, strictyaml, pydantic, marshmallow, wcwidth, more-itertools, zipp, importlib-metadata, pluggy, py, atomicwrites, attrs, pytest, pip, text-unidecode, python-slugify, tqdm, kaggle, tid-regression-model, appdirs, click, toml, pathspec, typed-ast, regex, black, pyflakes, mccabe, entrypoints, pycodestyle, flake8, mypy-extensions, typing-extensions, mypy
ERROR: Could not install packages due to an EnvironmentError: [Errno 2] No such file or directory: 'c:\users\arunm\downloads\udemy\testing-and-monitoring-ml-deployments\packages\gradient_boosting_model\.tox\unit_tests\Lib\site-packages\sklearn\datasets\tests\data\openml\292\api-v1-json-data-list-data_name-australian-limit-2-data_version-1-status-deactivated.json.gz'

WARNING: You are using pip version 19.2.3, however version 20.0.2 is available.
You should consider upgrading via the 'python -m pip install --upgrade pip' command.

=============================================================================== log end ===============================================================================
ERROR: could not install deps [-rtest_requirements.txt]; v = InvocationError("'C:\Users\arunm\Downloads\udemy\testing-and-monitoring-ml-deployments\packages\gradient_boosting_model\.tox\unit_tests\Scripts\pip.EXE' install -rtest_requirements.txt", 1)
_______________________________________________________________________________ summary _______________________________________________________________________________
ERROR: unit_tests: could not install deps [-rtest_requirements.txt]; v = InvocationError("'C:\Users\arunm\Downloads\udemy\testing-and-monitoring-ml-deployments\packages\gradient_boosting_model\.tox\unit_tests\Scripts\pip.EXE' install -rtest_requirements.txt", 1)
ERROR: typechecks: could not install deps [-rtest_requirements.txt]; v = InvocationError("'C:\Users\arunm\Downloads\udemy\testing-and-monitoring-ml-deployments\packages\gradient_boosting_model\.tox\unit_tests\Scripts\pip.EXE' install -rtest_requirements.txt", 1)
ERROR: stylechecks: could not install deps [-rtest_requirements.txt]; v = InvocationError("'C:\Users\arunm\Downloads\udemy\testing-and-monitoring-ml-deployments\packages\gradient_boosting_model\.tox\unit_tests\Scripts\pip.EXE' install -rtest_requirements.txt", 1)

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