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pip-20.3b1 interprets httpie 'requests[socks]>=2.22.0' requirement differently than "legacy-resolver" #9112

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stonebig opened this issue Nov 8, 2020 · 35 comments
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@stonebig
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stonebig commented Nov 8, 2020

This is by no mean an exact timing test. I hope I kept enough exact comparison environment.

pip-20.3.0b1 takes at least (if it goes till the end) twice more time on below example.
Is it supposed to work well with "--pre --no-index --trusted-host=None --find-links=a_local_directory" ?
Is the option "--pre" still valid ?

I'm preparing Winptyhon builds using a local wheel directory "C:\WinP\packages.srcreq"

I install the attached requirement "Cod_requirements64.txt" on a Python-3.9.0.1 64 bit Windows using:

  • either pip-20.2.4 standard,
  • either pip20.3.0b1 standard

intruction is
pip install --pre --no-index --trusted-host=None --find-links=C:\WinP\packages.srcreq -r requirements.txt

Result with pip-20.2.4:

  • installed packages = attached file "pip_20.2.4_installed_package_result.txt"
  • time taken : 14 minutes
  • pip check : "No broken requirements found."

Result with pip-20.3.b1:

Addendum of november 11th: after resolution of the problem, speed of Pip-20.3 master is roughly 15' to install WinPython packages, pretty much equal to previous resolver.

@stonebig
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stonebig commented Nov 8, 2020

more visual too_long result:

Looking in links: c:\WinP\packages.srcreq
Requirement already satisfied: wheel in c:\winp\bd39\budot\wpy64-3902\python-3.9.0.amd64\lib\site-packages (from -r C:\WinP\bd39\Cod_requirements64.txt (line 5)) (0.35.1)
Requirement already satisfied: sqlite_bro in c:\winp\bd39\budot\wpy64-3902\python-3.9.0.amd64\lib\site-packages (from -r C:\WinP\bd39\Cod_requirements64.txt (line 39)) (0.9.1)
Processing c:\winp\packages.srcreq\ptvsd-4.3.2-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\pywin32-228-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\pyqt5-5.15.1-5.15.1-cp35.cp36.cp37.cp38.cp39-none-win_amd64.whl
Processing c:\winp\packages.srcreq\pyqtwebengine-5.15.1-5.15.1-cp35.cp36.cp37.cp38.cp39-none-win_amd64.whl
Processing c:\winp\packages.srcreq\pyqt5_tools-5.15.1.1.7.5.post3-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\cython-0.29.21-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\pycparser-2.20-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\cffi-1.14.3-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\numpy-1.19.2+mkl-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\scipy-1.5.4-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\sympy-1.6.2-py3-none-any.whl
Processing c:\winp\packages.srcreq\pillow-8.0.1-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\matplotlib-3.3.2-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\pandas-1.1.4-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\pandas_datareader-0.9.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\adodbapi-2.6.1.3-py3-none-any.whl
Processing c:\winp\packages.srcreq\pyodbc-4.0.30-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\sqlalchemy-1.3.20-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\sqlparse-0.4.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\baresql-0.7.6-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\mysql_connector_python-8.0.21-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\pg8000-1.16.5-py3-none-any.whl
Processing c:\winp\packages.srcreq\ipython_sql-0.4.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\db.py-0.5.3-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\xlrd-1.2.0-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\xlsxwriter-1.3.7-py3-none-any.whl
Processing c:\winp\packages.srcreq\pymongo-3.11.0-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\redis-3.5.3-py3-none-any.whl
Processing c:\winp\packages.srcreq\numexpr-2.7.2-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\h5py-2.10.0-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\python_hdf4-0.10.0+dummy-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\tables-3.6.1-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\cytoolz-0.11.0-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\blosc-1.9.2-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\netcdf4-1.5.4-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\xarray-0.16.1-py3-none-any.whl
Requirement already satisfied: setuptools>=38.4 in c:\winp\bd39\budot\wpy64-3902\python-3.9.0.amd64\lib\site-packages (from xarray->-r C:\WinP\bd39\Cod_requirements64.txt (line 62)) (50.3.2)
Processing c:\winp\packages.srcreq\pulp-2.3-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\scikit_learn-0.23.2-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\scikit_image-0.17.2-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\jupyter-1.0.0-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\ipython-7.19.0-py3-none-any.whl
Requirement already satisfied: setuptools>=38.4 in c:\winp\bd39\budot\wpy64-3902\python-3.9.0.amd64\lib\site-packages (from xarray->-r C:\WinP\bd39\Cod_requirements64.txt (line 62)) (50.3.2)
Processing c:\winp\packages.srcreq\spyder-4.1.5-py3-none-any.whl
Processing c:\winp\packages.srcreq\seaborn-0.11.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\patsy-0.5.1-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\statsmodels-0.12.1-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\holoviews-1.13.5-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\brewer2mpl-1.4.1-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\mpld3-0.5.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\beautifulsoup4-4.9.3-py3-none-any.whl
Processing c:\winp\packages.srcreq\lxml-4.6.1-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\html5lib-1.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\requests-2.24.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\simplejson-3.17.2-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\flask-1.1.2-py3-none-any.whl
Processing c:\winp\packages.srcreq\bokeh-2.2.3-py3-none-any.whl
Processing c:\winp\packages.srcreq\twitter-1.18.0-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\cx_freeze-6.3-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\pytest-6.1.2-py3-none-any.whl
Processing c:\winp\packages.srcreq\jedi-0.17.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\pep8-1.7.1-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\pyflakes-2.2.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\pylint-2.6.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\numpydoc-1.1.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\twine-3.2.0-py3-none-any.whl
Requirement already satisfied: setuptools>=38.4 in c:\winp\bd39\budot\wpy64-3902\python-3.9.0.amd64\lib\site-packages (from xarray->-r C:\WinP\bd39\Cod_requirements64.txt (line 62)) (50.3.2)
Processing c:\winp\packages.srcreq\networkx-2.5-py3-none-any.whl
Processing c:\winp\packages.srcreq\nltk-3.5-py3-none-any.whl
Processing c:\winp\packages.srcreq\pyaudio-0.2.11-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\sounddevice-0.4.1-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\pyserial-3.4-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\reportlab-3.5.55-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\guiqwt-3.0.5-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\pythonqwt-0.8.3-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\guidata-1.7.9-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\bloscpack-0.16.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\lmfit-1.0.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\formlayout-1.1.0-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\pyqtgraph-0.11.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\julia-0.5.6-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\oct2py-5.2.0-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\scilab2py-0.6.2-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\rpy2-3.4.0.dev0-py3-none-any.whl
Processing c:\winp\packages.srcreq\certifi-2020.6.20-py3-none-any.whl
Processing c:\winp\packages.srcreq\click-7.1.2-py3-none-any.whl
Processing c:\winp\packages.srcreq\docopt-0.6.2-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\pyopengl-3.1.5-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\sphinx_rtd_theme-0.5.0-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\sphinx-3.3.0-py3-none-any.whl
Requirement already satisfied: setuptools>=38.4 in c:\winp\bd39\budot\wpy64-3902\python-3.9.0.amd64\lib\site-packages (from xarray->-r C:\WinP\bd39\Cod_requirements64.txt (line 62)) (50.3.2)
Processing c:\winp\packages.srcreq\greenlet-0.4.17-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\rx-3.1.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\backports_abc-0.5-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\bottleneck-1.3.2-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\markdown-3.3.2-py3-none-any.whl
Processing c:\winp\packages.srcreq\pystache-0.5.4-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\bqplot-0.12.19-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\pymc-2.3.8-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\prompt_toolkit-3.0.8-py3-none-any.whl
Processing c:\winp\packages.srcreq\ptpython-3.0.7-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\geopy-2.0.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\idlex-1.18-py3-none-any.whl
Processing c:\winp\packages.srcreq\wordcloud-1.8.0-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\mkl_service-2.3.0-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\docrepr-0.1.1-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\widgetsnbextension-3.5.1-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\zarr-2.5.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\pycodestyle-2.6.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\altair-4.1.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\nbconvert-6.0.7-py3-none-any.whl
Processing c:\winp\packages.srcreq\pypandoc-1.5-py3-none-any.whl
Requirement already satisfied: wheel in c:\winp\bd39\budot\wpy64-3902\python-3.9.0.amd64\lib\site-packages (from -r C:\WinP\bd39\Cod_requirements64.txt (line 5)) (0.35.1)
Requirement already satisfied: pip>=8.1.0 in c:\winp\bd39\budot\wpy64-3902\python-3.9.0.amd64\lib\site-packages (from pypandoc->-r C:\WinP\bd39\Cod_requirements64.txt (line 207)) (20.3b1)
Requirement already satisfied: setuptools>=38.4 in c:\winp\bd39\budot\wpy64-3902\python-3.9.0.amd64\lib\site-packages (from xarray->-r C:\WinP\bd39\Cod_requirements64.txt (line 62)) (50.3.2)
Processing c:\winp\packages.srcreq\emcee-3.0.2-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\astroml-0.4.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\scikit_optimize-0.8.1-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\jupyterlab-2.2.9-py3-none-any.whl
Processing c:\winp\packages.srcreq\pyflux-0.4.17-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\husl-4.0.3-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\nbconvert_reportlab-0.2-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\snakeviz-2.1.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\python_levenshtein-0.12.0-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\fuzzywuzzy-0.18.0-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\scikit_fuzzy-0.4.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\imageio-2.9.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\altair_widgets-0.2.2-py3-none-any.whl
Processing c:\winp\packages.srcreq\xlwings-0.20.8-py3-none-any.whl
Processing c:\winp\packages.srcreq\joblib-0.17.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\dask-2.30.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\cloudpickle-1.6.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\toolz-0.11.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\partd-1.1.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\python_snappy-0.5.4-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\brotli-1.0.9-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\jupyterlab_launcher-0.13.1-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\vitables-3.0.2-py3-none-any.whl
Processing c:\winp\packages.srcreq\supersmoother-0.4-py3-none-any.whl
Processing c:\winp\packages.srcreq\pybind11-2.6.0-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\pygame-1.9.6-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\plotnine-0.7.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\mpldatacursor-0.7.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\mpl_scatter_density-0.7-py3-none-any.whl
Processing c:\winp\packages.srcreq\jupyter_sphinx-0.3.2-py3-none-any.whl
Processing c:\winp\packages.srcreq\pywinusb-0.4.2-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\moviepy-1.0.3-py3-none-any.whl
Processing c:\winp\packages.srcreq\dask_searchcv-0.2.0-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\paramnb-2.0.4-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\streamz-0.5.6-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\terminado-0.9.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\send2trash-1.5.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\pdvega-0.1-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\vega_datasets-0.8.0-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\regex-2020.10.28-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\loky-2.9.0-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\pyzo-4.11.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\intake-0.6.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\ruamel.yaml-0.16.12-py3-none-any.whl
Processing c:\winp\packages.srcreq\parambokeh-0.2.3-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\hvplot-0.6.0-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\clrmagic-0.0.1a2-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\cvxopt-1.2.5-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\gmpy2-2.0.8-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\numba-0.51.2-cp39-cp39-win_amd64.whl
Requirement already satisfied: setuptools>=38.4 in c:\winp\bd39\budot\wpy64-3902\python-3.9.0.amd64\lib\site-packages (from xarray->-r C:\WinP\bd39\Cod_requirements64.txt (line 62)) (50.3.2)
Processing c:\winp\packages.srcreq\pythonnet-2.5.1-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\cvxpy-1.1.7-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\mypy-0.790-py3-none-any.whl
Processing c:\winp\packages.srcreq\fastparquet-0.4.1-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\datashader-0.11.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\mlxtend-0.17.3-py2.py3-none-any.whl
Requirement already satisfied: setuptools>=38.4 in c:\winp\bd39\budot\wpy64-3902\python-3.9.0.amd64\lib\site-packages (from xarray->-r C:\WinP\bd39\Cod_requirements64.txt (line 62)) (50.3.2)
Processing c:\winp\packages.srcreq\rise-5.7.1-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\ppci-0.5.8-py3-none-any.whl
Processing c:\winp\packages.srcreq\simpy-4.0.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\trio-0.17.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\trio_asyncio-0.11.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\imbalanced_learn-0.7.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\tzlocal-2.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\simplegeneric-0.8.1-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\astropy-4.1-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\panel-0.10.1-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\gdal-3.1.4-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\geoviews-1.8.1-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\pygbm-0.1.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\hypothesis-5.41.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\geopandas-0.8.1-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\pyepsg-0.4.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\rtree-0.9.4-cp39-cp39-win_amd64.whl
Requirement already satisfied: setuptools>=38.4 in c:\winp\bd39\budot\wpy64-3902\python-3.9.0.amd64\lib\site-packages (from xarray->-r C:\WinP\bd39\Cod_requirements64.txt (line 62)) (50.3.2)
Processing c:\winp\packages.srcreq\mercantile-1.1.6-py3-none-any.whl
Processing c:\winp\packages.srcreq\snuggs-1.4.7-py3-none-any.whl
Processing c:\winp\packages.srcreq\rasterio-1.1.8-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\quantecon-0.4.8-py3-none-any.whl
Processing c:\winp\packages.srcreq\kiwisolver-1.3.1-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\papermill-2.2.0-py3-none-any.whl
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INFO: pip is looking at multiple versions of this package to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of this package to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of this package to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of this package to determine which version is compatible with other requirements. This could take a while.
Processing c:\winp\packages.srcreq\slicer-0.0.4-py3-none-any.whl
INFO: pip is looking at multiple versions of this package to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of this package to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of this package to determine which version is compatible with other requirements. This could take a while.
INFO: This is taking longer than usual. You might need to provide the dependency resolver with stricter constraints to reduce runtime.If you want to abort this run, you can press Ctrl + C to do so.To improve how pip performs, tell us what happened here: https://pip.pypa.io/surveys/backtracking
INFO: This is taking longer than usual. You might need to provide the dependency resolver with stricter constraints to reduce runtime.If you want to abort this run, you can press Ctrl + C to do so.To improve how pip performs, tell us what happened here: https://pip.pypa.io/surveys/backtracking
INFO: pip is looking at multiple versions of this package to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of this package to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of this package to determine which version is compatible with other requirements. This could take a while.
INFO: This is taking longer than usual. You might need to provide the dependency resolver with stricter constraints to reduce runtime.If you want to abort this run, you can press Ctrl + C to do so.To improve how pip performs, tell us what happened here: https://pip.pypa.io/surveys/backtracking
INFO: This is taking longer than usual. You might need to provide the dependency resolver with stricter constraints to reduce runtime.If you want to abort this run, you can press Ctrl + C to do so.To improve how pip performs, tell us what happened here: https://pip.pypa.io/surveys/backtracking
INFO: This is taking longer than usual. You might need to provide the dependency resolver with stricter constraints to reduce runtime.If you want to abort this run, you can press Ctrl + C to do so.To improve how pip performs, tell us what happened here: https://pip.pypa.io/surveys/backtracking
INFO: pip is looking at multiple versions of this package to determine which version is compatible with other requirements. This could take a while.
INFO: This is taking longer than usual. You might need to provide the dependency resolver with stricter constraints to reduce runtime.If you want to abort this run, you can press Ctrl + C to do so.To improve how pip performs, tell us what happened here: https://pip.pypa.io/surveys/backtracking
Terminer le programme de commandes (O/N)ÿ? 

@stonebig
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stonebig commented Nov 8, 2020

the pip-20.2.4 output for comparaison:

pip install -r C:\Winp\bd39\cod_requirements64.txt --pre  --no-index --trusted-host=None  --find-links=C:\WinP\packages.srcreq  --upgrade 
Looking in links: c:\WinP\packages.srcreq
Processing c:\winp\packages.srcreq\ptvsd-4.3.2-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\wheel-0.35.1-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\pywin32-228-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\pyqt5-5.15.1-5.15.1-cp35.cp36.cp37.cp38.cp39-none-win_amd64.whl
Processing c:\winp\packages.srcreq\pyqtwebengine-5.15.1-5.15.1-cp35.cp36.cp37.cp38.cp39-none-win_amd64.whl
Processing c:\winp\packages.srcreq\pyqt5_tools-5.15.1.1.7.5.post3-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\cython-0.29.21-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\pycparser-2.20-py3-none-any.whl
Processing c:\winp\packages.srcreq\cffi-1.14.3-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\numpy-1.19.2+mkl-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\scipy-1.5.4-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\sympy-1.6.2-py3-none-any.whl
Processing c:\winp\packages.srcreq\pillow-8.0.1-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\matplotlib-3.3.2-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\pandas-1.1.4-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\pandas_datareader-0.9.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\adodbapi-2.6.1.3-py3-none-any.whl
Processing c:\winp\packages.srcreq\pyodbc-4.0.30-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\sqlalchemy-1.3.20-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\sqlparse-0.4.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\sqlite_bro-0.9.1-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\baresql-0.7.6-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\mysql_connector_python-8.0.21-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\pg8000-1.16.5-py3-none-any.whl
Processing c:\winp\packages.srcreq\ipython_sql-0.4.1b1-py3-none-any.whl
Processing c:\winp\packages.srcreq\db.py-0.5.4b1-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\xlrd-1.2.0-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\xlsxwriter-1.3.7-py3-none-any.whl
Processing c:\winp\packages.srcreq\pymongo-3.11.0-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\redis-3.5.3-py3-none-any.whl
Processing c:\winp\packages.srcreq\numexpr-2.7.2-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\h5py-2.10.0-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\python_hdf4-0.10.0+dummy-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\tables-3.6.1-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\cytoolz-0.11.0-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\blosc-1.9.2-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\netcdf4-1.5.4-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\xarray-0.16.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\pulp-2.3-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\scikit_learn-0.23.2-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\scikit_image-0.17.2-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\jupyter-1.0.0-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\ipython-7.19.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\spyder-4.1.5-py3-none-any.whl
Processing c:\winp\packages.srcreq\seaborn-0.11.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\patsy-0.5.1-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\statsmodels-0.12.1-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\holoviews-1.13.5-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\brewer2mpl-1.4.1-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\mpld3-0.5.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\beautifulsoup4-4.9.3-py3-none-any.whl
Processing c:\winp\packages.srcreq\lxml-4.6.1-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\html5lib-1.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\requests-2.24.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\simplejson-3.17.2-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\flask-1.1.2-py3-none-any.whl
Processing c:\winp\packages.srcreq\bokeh-2.2.3-py3-none-any.whl
Processing c:\winp\packages.srcreq\twitter-1.18.0-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\cx_freeze-6.3-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\pytest-6.1.2-py3-none-any.whl
Processing c:\winp\packages.srcreq\jedi-0.17.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\pep8-1.7.1-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\pyflakes-2.2.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\pylint-2.6.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\numpydoc-1.1.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\twine-3.2.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\networkx-2.5-py3-none-any.whl
Processing c:\winp\packages.srcreq\nltk-3.5-py3-none-any.whl
Processing c:\winp\packages.srcreq\pyaudio-0.2.11-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\sounddevice-0.4.1-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\pyserial-3.4-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\reportlab-3.5.55-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\guiqwt-3.0.5-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\pythonqwt-0.8.3-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\guidata-1.7.9-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\bloscpack-0.16.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\lmfit-1.0.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\formlayout-2.0.0a0-py3-none-any.whl
Processing c:\winp\packages.srcreq\pyqtgraph-0.11.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\julia-0.5.6-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\oct2py-5.2.0-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\scilab2py-0.6.2-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\rpy2-3.4.0.dev0-py3-none-any.whl
Processing c:\winp\packages.srcreq\certifi-2020.6.20-py3-none-any.whl
Processing c:\winp\packages.srcreq\click-7.1.2-py3-none-any.whl
Processing c:\winp\packages.srcreq\docopt-0.6.2-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\pyopengl-3.1.5-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\sphinx_rtd_theme-0.5.0-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\sphinx-3.3.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\greenlet-0.4.17-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\rx-3.1.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\backports_abc-0.5-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\bottleneck-1.3.2-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\markdown-3.3.2-py3-none-any.whl
Processing c:\winp\packages.srcreq\pystache-0.5.4-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\bqplot-0.12.19-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\pymc-2.3.8-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\prompt_toolkit-3.0.8-py3-none-any.whl
Processing c:\winp\packages.srcreq\ptpython-3.0.7-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\geopy-2.0.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\idlex-1.18-py3-none-any.whl
Processing c:\winp\packages.srcreq\wordcloud-1.8.0-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\mkl_service-2.3.0-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\docrepr-0.1.1-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\widgetsnbextension-3.5.1-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\zarr-2.5.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\pycodestyle-2.6.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\altair-4.1.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\nbconvert-6.0.7-py3-none-any.whl
Processing c:\winp\packages.srcreq\pypandoc-1.5-py3-none-any.whl
Processing c:\winp\packages.srcreq\emcee-3.0.2-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\astroml-0.4.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\scikit_optimize-0.8.1-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\jupyterlab-3.0.0rc7-py3-none-any.whl
Processing c:\winp\packages.srcreq\pyflux-0.4.17-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\husl-4.0.3-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\nbconvert_reportlab-0.2-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\snakeviz-2.1.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\python_levenshtein-0.12.0-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\fuzzywuzzy-0.18.0-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\scikit_fuzzy-0.4.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\imageio-2.9.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\altair_widgets-0.2.2-py3-none-any.whl
Processing c:\winp\packages.srcreq\xlwings-0.20.8-py3-none-any.whl
Processing c:\winp\packages.srcreq\joblib-0.17.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\dask-2.30.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\cloudpickle-1.6.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\toolz-0.11.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\partd-1.1.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\python_snappy-0.5.4-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\brotli-1.0.9-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\jupyterlab_launcher-0.13.1-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\vitables-3.0.2-py3-none-any.whl
Processing c:\winp\packages.srcreq\supersmoother-0.4-py3-none-any.whl
Processing c:\winp\packages.srcreq\pybind11-2.6.0-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\pygame-1.9.6-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\plotnine-0.7.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\mpldatacursor-0.7.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\mpl_scatter_density-0.7-py3-none-any.whl
Processing c:\winp\packages.srcreq\jupyter_sphinx-0.3.2-py3-none-any.whl
Processing c:\winp\packages.srcreq\pywinusb-0.4.2-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\moviepy-1.0.3-py3-none-any.whl
Processing c:\winp\packages.srcreq\dask_searchcv-0.2.0-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\paramnb-2.0.4-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\streamz-0.5.6-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\terminado-0.9.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\send2trash-1.5.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\pdvega-0.2.1.dev0-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\vega_datasets-0.8.0-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\regex-2020.10.28-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\loky-2.9.0-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\pyzo-4.11.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\intake-0.6.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\ruamel.yaml-0.16.12-py3-none-any.whl
Processing c:\winp\packages.srcreq\parambokeh-0.2.3-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\hvplot-0.6.0-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\clrmagic-0.0.1a2-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\cvxopt-1.2.5-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\gmpy2-2.0.8-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\numba-0.51.2-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\pythonnet-2.5.1-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\cvxpy-1.1.7-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\mypy-0.790-py3-none-any.whl
Processing c:\winp\packages.srcreq\fastparquet-0.4.1-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\datashader-0.11.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\mlxtend-0.17.3-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\rise-5.7.1-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\ppci-0.5.8-py3-none-any.whl
Processing c:\winp\packages.srcreq\simpy-4.0.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\trio-0.17.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\trio_asyncio-0.11.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\imbalanced_learn-0.7.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\tzlocal-2.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\simplegeneric-0.8.1-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\astropy-4.1-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\panel-0.10.1-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\gdal-3.1.4-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\geoviews-1.8.1-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\pygbm-0.1.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\hypothesis-5.41.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\geopandas-0.8.1-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\pyepsg-0.4.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\rtree-0.9.4-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\mercantile-1.1.6-py3-none-any.whl
Processing c:\winp\packages.srcreq\snuggs-1.4.7-py3-none-any.whl
Processing c:\winp\packages.srcreq\rasterio-1.1.8-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\quantecon-0.4.8-py3-none-any.whl
Processing c:\winp\packages.srcreq\kiwisolver-1.3.1-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\papermill-2.2.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\pycosat-0.6.3-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\autopep8-1.5.3-py3-none-any.whl
Processing c:\winp\packages.srcreq\black-20.8b1-py3-none-any.whl
Processing c:\winp\packages.srcreq\pyinstaller-3.6-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\python_language_server-0.35.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\pexpect-4.8.0-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\flask_accepts-0.17.4-py3-none-any.whl
Processing c:\winp\packages.srcreq\flaskerize-0.14.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\quart-0.13.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\datasette-0.51.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\hypercorn-0.11.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\databases-0.4.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\altair_transform-0.2.0-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\altair_data_server-0.4.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\pydeck-0.5.0-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\folium-0.11.0-py2.py3-none-any.whl
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Processing c:\winp\packages.srcreq\aniso8601-8.0.0-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\httpcore-0.12.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\hpack-4.0.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\hyperframe-6.0.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\simpervisor-0.3-py3-none-any.whl
Processing c:\winp\packages.srcreq\aiohttp-3.7.2-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\multidict-5.0.0-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\async_timeout-3.0.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\yarl-1.6.2-cp39-cp39-win_amd64.whl
Using legacy 'setup.py install' for python-baseconv, since package 'wheel' is not installed.
Installing collected packages: ptvsd, wheel, pywin32, PyQt5-sip, PyQt5, PyQtWebEngine, click, python-dotenv, pyqt5-tools, cython, pycparser, cffi, numpy, scipy, mpmath, sympy, Pillow, kiwisolver, pyparsing, six, python-dateutil, cycler, matplotlib, pytz, pandas, lxml, chardet, idna, urllib3, certifi, requests, pandas-datareader, adodbapi, pyodbc, SQLAlchemy, sqlparse, sqlite-bro, baresql, protobuf, mysql-connector-python, scramp, pg8000, ipython-genutils, wcwidth, prettytable, colorama, traitlets, pickleshare, prompt-toolkit, pygments, backcall, parso, jedi, decorator, ipython, ipython-sql, PyMeta3, pybars3, db.py, xlrd, XlsxWriter, pymongo, redis, numexpr, h5py, pyhdf, python-hdf4, tables, toolz, cytoolz, blosc, cftime, netCDF4, xarray, docutils, amply, Pulp, joblib, threadpoolctl, scikit-learn, tifffile, networkx, imageio, PyWavelets, scikit-image, pyzmq, jupyter-core, tornado, jupyter-client, ipykernel, attrs, pyrsistent, jsonschema, nbformat, pywinpty, terminado, async-generator, nest-asyncio, nbclient, testpath, webencodings, packaging, bleach, pandocfilters, mistune, defusedxml, MarkupSafe, jinja2, entrypoints, jupyterlab-pygments, nbconvert, Send2Trash, prometheus-client, argon2-cffi, notebook, widgetsnbextension, ipywidgets, jupyter-console, qtpy, qtconsole, jupyter, qtawesome, cloudpickle, spyder-kernels, pywin32-ctypes, keyring, sortedcontainers, intervaltree, pynacl, bcrypt, cryptography, paramiko, psutil, diff-match-patch, ptyprocess, pexpect, sphinxcontrib-devhelp, babel, sphinxcontrib-serializinghtml, sphinxcontrib-htmlhelp, alabaster, snowballstemmer, sphinxcontrib-jsmath, imagesize, sphinxcontrib-qthelp, sphinxcontrib-applehelp, Sphinx, ujson, python-jsonrpc-server, pluggy, python-language-server, isort, mccabe, toml, wrapt, lazy-object-proxy, astroid, pylint, numpydoc, atomicwrites, helpdev, qdarkstyle, pathtools, watchdog, spyder, seaborn, patsy, statsmodels, param, pyviz-comms, Markdown, typing-extensions, PyYAML, bokeh, tqdm, pyct, panel, holoviews, brewer2mpl, mpld3, soupsieve, beautifulsoup4, html5lib, simplejson, Werkzeug, itsdangerous, flask, twitter, zipp, importlib-metadata, cx-Freeze, iniconfig, py, pytest, pep8, pyflakes, readme-renderer, pkginfo, requests-toolbelt, rfc3986, twine, regex, nltk, PyAudio, sounddevice, pyserial, reportlab, PythonQwt, guidata, guiqwt, deprecated, bloscpack, asteval, future, uncertainties, lmfit, formlayout, pyqtgraph, julia, metakernel, octave-kernel, oct2py, scilab2py, tzlocal, rpy2, docopt, PyOpenGL, sphinx-rtd-theme, greenlet, rx, backports-abc, bottleneck, pystache, traittypes, bqplot, pymc, appdirs, ptpython, geographiclib, geopy, idlex, wordcloud, mkl-service, docrepr, numcodecs, monotonic, fasteners, asciitree, zarr, pycodestyle, altair, pypandoc, emcee, astropy, astroML, pyaml, scikit-optimize, jupyter-server, json5, jupyterlab-server, nbclassic, jupyterlab, numdifftools, pyflux, husl, pdfrw, nbconvert-reportlab, snakeviz, python-Levenshtein, fuzzywuzzy, scikit-fuzzy, vega, altair-widgets, comtypes, xlwings, heapdict, zict, tblib, msgpack, distributed, locket, partd, fsspec, dask, python-snappy, brotli, jupyterlab-launcher, vitables, supersmoother, pybind11, pygame, palettable, mizani, descartes, plotnine, mpldatacursor, fast-histogram, mpl-scatter-density, jupyter-sphinx, pywinusb, proglog, imageio-ffmpeg, moviepy, dask-searchcv, paramnb, streamz, pdvega, vega-datasets, loky, pyzo, intake, ruamel.yaml, parambokeh, colorcet, hvplot, pythonnet, clrmagic, cvxopt, gmpy2, llvmlite, numba, ecos, osqp, scs, cvxpy, mypy-extensions, typed-ast, mypy, thrift, fastparquet, multipledispatch, datashape, datashader, mlxtend, rise, ppci, simpy, sniffio, outcome, trio, trio-asyncio, imbalanced-learn, simplegeneric, gdal, pyshp, shapely, cartopy, geoviews, pygbm, hypothesis, munch, click-plugins, cligj, fiona, pyproj, geopandas, pyepsg, rtree, mercantile, snuggs, affine, rasterio, quantecon, pathspec, black, textwrap3, ansiwrap, tenacity, papermill, pycosat, autopep8, pefile, altgraph, pyinstaller, aniso8601, flask-restx, marshmallow, flask-accepts, termcolor, fs, flaskerize, hpack, hyperframe, h2, priority, h11, wsproto, hypercorn, blinker, aiofiles, quart, click-default-group, asgiref, asgi-csrf, mergedeep, uvicorn, python-baseconv, pint, hupper, httpcore, httpx, janus, datasette, aiosqlite, databases, ply, altair-transform, portpicker, altair-data-server, pydeck, branca, folium, slicer, shap, retrying, plotly, tranquilizer, umap-learn, flask-sqlalchemy, distlib, filelock, virtualenv, pipdeptree, nlopt, cachelib, flask-session, httpie, flask-Mail, lz4, jupyter-bokeh, dask-glm, dask-ml, simpervisor, multidict, async-timeout, yarl, aiohttp, jupyter-server-proxy, dask-labextension, voila, jupyterlab-widgets, pydantic, starlette, fastapi
    Running setup.py install for python-baseconv: started
    Running setup.py install for python-baseconv: finished with status 'done'
Successfully installed Markdown-3.3.2 MarkupSafe-1.1.1 Pillow-8.0.1 Pulp-2.3 PyAudio-0.2.11 PyMeta3-0.5.1 PyOpenGL-3.1.5 PyQt5-5.15.1 PyQt5-sip-12.8.1 PyQtWebEngine-5.15.1 PyWavelets-1.1.1 PyYAML-5.3.1 PythonQwt-0.8.3 SQLAlchemy-1.3.20 Send2Trash-1.5.0 Sphinx-3.3.0 Werkzeug-1.0.1 XlsxWriter-1.3.7 adodbapi-2.6.1.3 affine-2.3.0 aiofiles-0.6.0 aiohttp-3.7.2 aiosqlite-0.15.0 alabaster-0.7.12 altair-4.1.0 altair-data-server-0.4.1 altair-transform-0.2.0 altair-widgets-0.2.2 altgraph-0.17 amply-0.1.4 aniso8601-8.0.0 ansiwrap-0.8.4 appdirs-1.4.4 argon2-cffi-20.2.0.dev0 asciitree-0.3.3 asgi-csrf-0.6.1 asgiref-3.3.0 asteval-0.9.19 astroML-0.4.1 astroid-2.4.2 astropy-4.1 async-generator-1.10 async-timeout-3.0.1 atomicwrites-1.4.0 attrs-20.2.0 autopep8-1.5.3 babel-2.8.0 backcall-0.2.0 backports-abc-0.5 baresql-0.7.6 bcrypt-3.1.7 beautifulsoup4-4.9.3 black-20.8b1 bleach-3.2.1 blinker-1.4 blosc-1.9.2 bloscpack-0.16.0 bokeh-2.2.3 bottleneck-1.3.2 bqplot-0.12.19 branca-0.4.1 brewer2mpl-1.4.1 brotli-1.0.9 cachelib-0.1.1 cartopy-0.18.0 certifi-2020.6.20 cffi-1.14.3 cftime-1.2.1 chardet-3.0.4 click-7.1.2 click-default-group-1.2.2 click-plugins-1.1.1 cligj-0.7.0 cloudpickle-1.6.0 clrmagic-0.0.1a2 colorama-0.4.4 colorcet-2.0.2 comtypes-1.1.7 cryptography-3.2.1 cvxopt-1.2.5 cvxpy-1.1.7 cx-Freeze-6.3 cycler-0.10.0 cython-0.29.21 cytoolz-0.11.0 dask-2.30.0 dask-glm-0.2.0 dask-labextension-3.0.0 dask-ml-1.7.0 dask-searchcv-0.2.0 databases-0.4.0 datasette-0.51.1 datashader-0.11.1 datashape-0.5.2 db.py-0.5.4b1 decorator-4.4.2 defusedxml-0.6.0 deprecated-1.2.10 descartes-1.1.0 diff-match-patch-20200713 distlib-0.3.1 distributed-2.30.1 docopt-0.6.2 docrepr-0.1.1 docutils-0.16 ecos-2.0.7.post1 emcee-3.0.2 entrypoints-0.3 fast-histogram-0.9 fastapi-0.61.2 fasteners-0.15 fastparquet-0.4.1 filelock-3.0.12 fiona-1.8.17 flask-1.1.2 flask-Mail-0.9.1 flask-accepts-0.17.4 flask-restx-0.2.0 flask-session-0.3.2 flask-sqlalchemy-2.4.4 flaskerize-0.14.0 folium-0.11.0 formlayout-2.0.0a0 fs-2.4.11 fsspec-0.8.4 future-0.18.2 fuzzywuzzy-0.18.0 gdal-3.1.4 geographiclib-1.50 geopandas-0.8.1 geopy-2.0.0 geoviews-1.8.1 gmpy2-2.0.8 greenlet-0.4.17 guidata-1.7.9 guiqwt-3.0.5 h11-0.11.0 h2-4.0.0 h5py-2.10.0 heapdict-1.0.1 helpdev-0.7.1 holoviews-1.13.5 hpack-4.0.0 html5lib-1.1 httpcore-0.12.0 httpie-2.3.0 httpx-0.16.1 hupper-1.10.2 husl-4.0.3 hvplot-0.6.0 hypercorn-0.11.1 hyperframe-6.0.0 hypothesis-5.41.0 idlex-1.18 idna-2.10 imageio-2.9.0 imageio-ffmpeg-0.4.2 imagesize-1.2.0 imbalanced-learn-0.7.0 importlib-metadata-2.0.0 iniconfig-1.1.1 intake-0.6.0 intervaltree-3.0.2 ipykernel-5.3.4 ipython-7.19.0 ipython-genutils-0.2.0 ipython-sql-0.4.1b1 ipywidgets-7.5.1 isort-5.6.4 itsdangerous-1.1.0 janus-0.6.1 jedi-0.17.1 jinja2-2.11.2 joblib-0.17.0 json5-0.9.5 jsonschema-3.2.0 julia-0.5.6 jupyter-1.0.0 jupyter-bokeh-2.0.3 jupyter-client-6.1.7 jupyter-console-6.2.0 jupyter-core-4.7.0rc0 jupyter-server-1.0.5 jupyter-server-proxy-1.5.0 jupyter-sphinx-0.3.2 jupyterlab-3.0.0rc7 jupyterlab-launcher-0.13.1 jupyterlab-pygments-0.1.2 jupyterlab-server-2.0.0rc2 jupyterlab-widgets-1.0.0a6 keyring-21.4.0 kiwisolver-1.3.1 lazy-object-proxy-1.4.3 llvmlite-0.34.0 lmfit-1.0.1 locket-0.2.0 loky-2.9.0 lxml-4.6.1 lz4-3.1.0 marshmallow-3.8.0 matplotlib-3.3.2 mccabe-0.6.1 mercantile-1.1.6 mergedeep-1.3.0 metakernel-0.27.4 mistune-0.8.4 mizani-0.7.2 mkl-service-2.3.0 mlxtend-0.17.3 monotonic-1.5 moviepy-1.0.3 mpl-scatter-density-0.7 mpld3-0.5.1 mpldatacursor-0.7.1 mpmath-1.1.0 msgpack-1.0.0 multidict-5.0.0 multipledispatch-0.6.0 munch-2.5.0 mypy-0.790 mypy-extensions-0.4.3 mysql-connector-python-8.0.21 nbclassic-0.2.3 nbclient-0.5.1 nbconvert-6.0.7 nbconvert-reportlab-0.2 nbformat-5.0.8 nest-asyncio-1.4.2 netCDF4-1.5.4 networkx-2.5 nlopt-2.6.2 nltk-3.5 notebook-6.1.5 numba-0.51.2 numcodecs-0.7.2 numdifftools-0.9.39 numexpr-2.7.2 numpy-1.19.2+mkl numpydoc-1.1.0 oct2py-5.2.0 octave-kernel-0.32.0 osqp-0.6.1 outcome-1.0.1 packaging-20.4 palettable-3.3.0 pandas-1.1.4 pandas-datareader-0.9.0 pandocfilters-1.4.3 panel-0.10.1 papermill-2.2.0 param-1.10.0 parambokeh-0.2.3 paramiko-2.7.2 paramnb-2.0.4 parso-0.7.0 partd-1.1.0 pathspec-0.8.0 pathtools-0.1.2 patsy-0.5.1 pdfrw-0.4 pdvega-0.2.1.dev0 pefile-2019.4.18 pep8-1.7.1 pexpect-4.8.0 pg8000-1.16.5 pickleshare-0.7.5 pint-0.16.1 pipdeptree-1.0.0 pkginfo-1.6.1 plotly-4.12.0 plotnine-0.7.1 pluggy-0.13.1 ply-3.11 portpicker-1.3.1 ppci-0.5.8 prettytable-1.0.1 priority-1.3.0 proglog-0.1.9 prometheus-client-0.7.1 prompt-toolkit-3.0.8 protobuf-4.0.0rc1 psutil-5.7.3 ptpython-3.0.7 ptvsd-4.3.2 ptyprocess-0.6.0 py-1.9.0 pyaml-20.4.0 pybars3-0.9.7 pybind11-2.6.0 pycodestyle-2.6.0 pycosat-0.6.3 pycparser-2.20 pyct-0.4.6 pydantic-1.7.2 pydeck-0.5.0 pyepsg-0.4.0 pyflakes-2.2.0 pyflux-0.4.17 pygame-1.9.6 pygbm-0.1.0 pygments-2.7.2 pyhdf-0.10.2 pyinstaller-3.6 pylint-2.6.0 pymc-2.3.8 pymongo-3.11.0 pynacl-1.4.0 pyodbc-4.0.30 pypandoc-1.5 pyparsing-2.4.7 pyproj-3.0.0.post1 pyqt5-tools-5.15.1.1.7.5.post3 pyqtgraph-0.11.0 pyrsistent-0.17.3 pyserial-3.4 pyshp-2.1.2 pystache-0.5.4 pytest-6.1.2 python-Levenshtein-0.12.0 python-baseconv-1.2.2 python-dateutil-2.8.1 python-dotenv-0.15.0 python-hdf4-0.10.0+dummy python-jsonrpc-server-0.4.0 python-language-server-0.35.1 python-snappy-0.5.4 pythonnet-2.5.1 pytz-2020.4 pyviz-comms-0.7.6 pywin32-228 pywin32-ctypes-0.2.0 pywinpty-0.5.7 pywinusb-0.4.2 pyzmq-19.0.2 pyzo-4.11.0 qdarkstyle-2.8.1 qtawesome-1.0.1 qtconsole-4.7.7 qtpy-1.9.0 quantecon-0.4.8 quart-0.13.1 rasterio-1.1.8 readme-renderer-28.0 redis-3.5.3 regex-2020.10.28 reportlab-3.5.55 requests-2.24.0 requests-toolbelt-0.9.1 retrying-1.3.3 rfc3986-1.4.0 rise-5.7.1 rpy2-3.4.0.dev0 rtree-0.9.4 ruamel.yaml-0.16.12 rx-3.1.1 scikit-fuzzy-0.4.1 scikit-image-0.17.2 scikit-learn-0.23.2 scikit-optimize-0.8.1 scilab2py-0.6.2 scipy-1.5.4 scramp-1.2.0 scs-2.1.2 seaborn-0.11.0 shap-0.36.0 shapely-1.7.1 simpervisor-0.3 simplegeneric-0.8.1 simplejson-3.17.2 simpy-4.0.1 six-1.15.0 slicer-0.0.5 snakeviz-2.1.0 sniffio-1.2.0 snowballstemmer-2.0.0 snuggs-1.4.7 sortedcontainers-2.2.2 sounddevice-0.4.1 soupsieve-2.0.1 sphinx-rtd-theme-0.5.0 sphinxcontrib-applehelp-1.0.2 sphinxcontrib-devhelp-1.0.2 sphinxcontrib-htmlhelp-1.0.3 sphinxcontrib-jsmath-1.0.1 sphinxcontrib-qthelp-1.0.3 sphinxcontrib-serializinghtml-1.1.4 spyder-4.1.5 spyder-kernels-1.9.4 sqlite-bro-0.9.1 sqlparse-0.4.1 starlette-0.13.6 statsmodels-0.12.1 streamz-0.5.6 supersmoother-0.4 sympy-1.6.2 tables-3.6.1 tblib-1.7.0 tenacity-6.2.0 termcolor-1.1.0 terminado-0.9.1 testpath-0.4.4 textwrap3-0.9.2 threadpoolctl-2.1.0 thrift-0.13.0 tifffile-2020.10.1 toml-0.10.2 toolz-0.11.1 tornado-6.1 tqdm-4.51.0 traitlets-5.0.5 traittypes-0.2.1 tranquilizer-0.5.0+1.gff8dd5f trio-0.17.0 trio-asyncio-0.11.0 twine-3.2.0 twitter-1.18.0 typed-ast-1.4.1 typing-extensions-3.7.4.3 tzlocal-2.1 ujson-4.0.1 umap-learn-0.4.6 uncertainties-3.1.4 urllib3-1.25.11 uvicorn-0.12.2 vega-3.4.0 vega-datasets-0.8.0 virtualenv-20.1.0 vitables-3.0.2 voila-0.2.4 watchdog-0.10.3 wcwidth-0.2.5 webencodings-0.5.1 wheel-0.35.1 widgetsnbextension-3.5.1 wordcloud-1.8.0 wrapt-1.12.1 wsproto-0.15.0 xarray-0.16.1 xlrd-1.2.0 xlwings-0.20.8 yarl-1.6.2 zarr-2.5.0 zict-2.0.0 zipp-3.4.0

@stonebig
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stonebig commented Nov 8, 2020

hum, I notice that the "--pre" option seems to have not work ??

pip-20.3.0b1 output

Processing c:\winp\packages.srcreq\ipython_sql-0.4.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\db.py-0.5.3-py2.py3-none-any.whl
....
Processing c:\winp\packages.srcreq\jupyterlab-2.2.9-py3-none-any.whl

instead of

pip-20.2.4 output

Processing c:\winp\packages.srcreq\ipython_sql-0.4.1b1-py3-none-any.whl
Processing c:\winp\packages.srcreq\db.py-0.5.4b1-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\jupyterlab-3.0.0rc7-py3-none-any.whl
````

It's not "100% impossible" that I forgot "--pre", but I suspect no... will retry to confirm. 
If no "dev" nor "b" nor "a" is taken, then it's possibly a complex or impossible requirements to fulfill.

@uranusjr
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uranusjr commented Nov 8, 2020

pip is switching to a much stricter dependency resolver in 20.3 that checks all the dependencies are satisfied. A 2x slow down is not unreasonable in such a large requirement set with open version specifiers depending on the same packages. The slowdown may happen even when the output is seemingly identical, since the new resolver needs to check things, while the old resolver just happily goes through the list once and calls it a day. You’ll need to profile the run if you suspect there is a bug causing the slowdown.

As for --pre, it is supposed to work the same, so it’s definitely a bug if it does not. Can you try to produce the same behaviour on a smaller requirement set to help identify the problem (if there is one)?

@stonebig
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stonebig commented Nov 8, 2020

hi, just trying to confirm the "--pre" was in my test.
If so, then the basic bug is to not having taking it into account this "--pre" as my "pre"-wheels are to workaround incompatibilities.
also, it pulls wheels from a local windows directory, so it may be a special case not tested yet.

@stonebig
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stonebig commented Nov 8, 2020

so doing it the "build script" way, the "--pre" problem seems to go away, so that may have been my fat fingers.
...now looking if it ends up nicely.

... still seems going throught same slowness.


Processing c:\winp\packages.srcreq\requests-2.23.0-py2.py3-none-any.whl
INFO: pip is looking at multiple versions of this package to determine which version is compatible with other requirements. This could take a while.
Processing c:\winp\packages.srcreq\cachelib-0.1-py3-none-any.whl
INFO: pip is looking at multiple versions of this package to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of this package to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of this package to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of this package to determine which version is compatible with other requirements. This could take a while.
Processing c:\winp\packages.srcreq\slicer-0.0.4-py3-none-any.whl
INFO: pip is looking at multiple versions of this package to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of this package to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of this package to determine which version is compatible with other requirements. This could take a while.
INFO: This is taking longer than usual. You might need to provide the dependency resolver with stricter constraints to reduce runtime.If you want to abort this run, you can press Ctrl + C to do so.To improve how pip performs, tell us what happened here: https://pip.pypa.io/surveys/backtracking
INFO: This is taking longer than usual. You might need to provide the dependency resolver with stricter constraints to reduce runtime.If you want to abort this run, you can press Ctrl + C to do so.To improve how pip performs, tell us what happened here: https://pip.pypa.io/surveys/backtracking
INFO: pip is looking at multiple versions of this package to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of this package to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of this package to determine which version is compatible with other requirements. This could take a while.
INFO: This is taking longer than usual. You might need to provide the dependency resolver with stricter constraints to reduce runtime.If you want to abort this run, you can press Ctrl + C to do so.To improve how pip performs, tell us what happened here: https://pip.pypa.io/surveys/backtracking
INFO: This is taking longer than usual. You might need to provide the dependency resolver with stricter constraints to reduce runtime.If you want to abort this run, you can press Ctrl + C to do so.To improve how pip performs, tell us what happened here: https://pip.pypa.io/surveys/backtracking
INFO: This is taking longer than usual. You might need to provide the dependency resolver with stricter constraints to reduce runtime.If you want to abort this run, you can press Ctrl + C to do so.To improve how pip performs, tell us what happened here: https://pip.pypa.io/surveys/backtracking
INFO: pip is looking at multiple versions of this package to determine which version is compatible with other requirements. This could take a while.
INFO: This is taking longer than usual. You might need to provide the dependency resolver with stricter constraints to reduce runtime.If you want to abort this run, you can press Ctrl + C to do so.To improve how pip performs, tell us what happened here: https://pip.pypa.io/surveys/backtracking

@stonebig
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stonebig commented Nov 8, 2020

I don't see anything speciale in slicer "setup.py"... no apparent dependancy at all, except the classifiers;

    classifiers=[
        "Programming Language :: Python :: 3",
        "Programming Language :: Python :: 3.6",
        "Programming Language :: Python :: 3.7",
        "Programming Language :: Python :: 3.8",

Could it be that your are picky on classifier (no Python-3.9) ? I would suspect this may be the problem
Is there an option to suppress that control ?

I notice the METADATA of slicer includes documentation, maybe something not normal ?

Metadata-Version: 2.1
Name: slicer
Version: 0.0.4
Summary: A small package for big slicing.
Home-page: https://github.com/interpretml/slicer
Author: InterpretML
Author-email: [email protected]
License: UNKNOWN
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Development Status :: 3 - Alpha
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.6
Description-Content-Type: text/markdown

# slicer [alpha]
![License](https://img.shields.io/github/license/interpretml/slicer.svg?style=flat-square)
![Python Version](https://img.shields.io/pypi/pyversions/slicer.svg?style=flat-square)
![Package Version](https://img.shields.io/pypi/v/slicer.svg?style=flat-square)
![Build Status](https://img.shields.io/azure-devops/build/ms/interpret/405/master?style=flat-square)
![Coverage](https://img.shields.io/azure-devops/coverage/ms/interpret/405/master.svg?style=flat-square)
![Maintenance](https://img.shields.io/maintenance/yes/2020.svg?style=flat-square)

*(Equal Contribution) Samuel Jenkins & Harsha Nori & Scott Lundberg*

**slicer** wraps tensor-like objects and provides a uniform slicing interface via `__getitem__`.

<br/>
It supports many data types including:

&nbsp;&nbsp;
[numpy](https://github.com/numpy/numpy) |
[pandas](https://github.com/pandas-dev/pandas) |
[pytorch](https://github.com/pytorch/pytorch) |
[list](https://github.com/python/cpython) |
[tuple](https://github.com/python/cpython) |
[dict](https://github.com/python/cpython)

And enables upgraded slicing functionality on its objects:
```python
# Handles non-integer indexes for slicing.
S(df)[:, ["Age", "Income"]]

# Handles nested slicing in one call.
S(nested_list)[..., :5]
```

It can also simultaneously slice many objects at once:
```python
# Gets first elements of both objects.
S(first=df, second=ar)[0, :]
```

This package has **0** dependencies. Not even one.

## Installation

Python 3.6+ | Linux, Mac, Windows
```sh
pip install slicer
```

## Getting Started

Basic anonymous slicing:
```python
from slicer import Slicer as S
li = [[1, 2, 3], [4, 5, 6]]
S(li)[:, 0:2].o
# [[1, 2], [4, 5]]
di = {'x': [1, 2, 3], 'y': [4, 5, 6]}
S(di)[:, 0:2].o
# {'x': [1, 2], 'y': [4, 5]}
```

Basic named slicing:
```python
import pandas as pd
import numpy as np
df = pd.DataFrame({'A': [1, 3], 'B': [2, 4]})
ar = np.array([[5, 6], [7, 8]])
sliced = S(first=df, second=ar)[0, :]
sliced.first
# A    1
# B    2
# Name: 0, dtype: int64
sliced.second
# array([5, 6])
```

Real example:
```python
from slicer import Slicer as S
from slicer import Alias as A

data = [[1, 2], [3, 4]]
values = [[5, 6], [7, 8]]
identifiers = ["id1", "id1"]
instance_names = ["r1", "r2"]
feature_names = ["f1", "f2"]
full_name = "A"

slicer = S(
    data=data,
    values=values,
    # Aliases are objects that also function as slicing keys.
    # A(obj, dim) where dim informs what dimension it can be sliced on.
    identifiers=A(identifiers, 0),
    instance_names=A(instance_names, 0),
    feature_names=A(feature_names, 1),
    full_name=full_name,
)

sliced = slicer[:, 1]  # Tensor-like parallel slicing on all objects
assert sliced.data == [2, 4]
assert sliced.instance_names == ["r1", "r2"]
assert sliced.feature_names == "f2"
assert sliced.values == [6, 8]

sliced = slicer["r1", "f2"]  # Example use of aliasing
assert sliced.data == 2
assert sliced.feature_names == "f2"
assert sliced.instance_names == "r1"
assert sliced.values == 6
```

## Contact us
Raise an issue on GitHub, or contact us at [email protected]

@stonebig
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Contributor Author

stonebig commented Nov 8, 2020

.. it spins forever. so the "--pre" works but is not the problem... no clue why it seems to go in spiral, except the classifier.
will try with python-3.8 next

pip install -r C:\Winp\bd39\cod_requirements64.txt --pre  --no-index --trusted-host=None  --find-links=C:\WinP\packages.srcreq  --upgrade 
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@stonebig
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stonebig commented Nov 8, 2020

seems to not go through either with Python-3.8... will give it 1 hour chance.

I don't even guess why it takes requests-2.23.0 (at least at first) when requests-2.24.0 was available and AFAIK OK.

@pradyunsg
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@stonebig try with the current master branch instead? There's a couple of minor bug fixes here.

@stonebig
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stonebig commented Nov 8, 2020

so, to check on previous run with pip-20.2.4, I don't think there is any packages requesting requests-2.23.0 over requests-2.24.0

WPy64-3860\scripts>pipdeptree -r -p requests
requests==2.24.0
  - folium==0.11.0 [requires: requests]
  - httpie==2.2.0 [requires: requests>=2.22.0]
  - intake==0.6.0 [requires: requests]
  - jupyterlab-server==1.2.0 [requires: requests]
    - jupyterlab==2.2.9 [requires: jupyterlab-server>=1.1.5,<2.0]
  - moviepy==1.0.3 [requires: requests>=2.8.1,<3.0]
  - pandas-datareader==0.9.0 [requires: requests>=2.19.0]
  - panel==0.10.1 [requires: requests]
    - holoviews==1.13.5 [requires: panel>=0.8.0]
      - geoviews==1.8.1 [requires: holoviews>=1.13.0]
      - hvplot==0.6.0 [requires: holoviews>=1.11.0]
  - papermill==2.2.0 [requires: requests]
  - pyepsg==0.4.0 [requires: requests]
  - quantecon==0.4.8 [requires: requests]
  - requests-toolbelt==0.9.1 [requires: requests>=2.0.1,<3.0.0]
    - twine==3.2.0 [requires: requests-toolbelt>=0.8.0,!=0.9.0]
  - Sphinx==3.2.1 [requires: requests>=2.5.0]
    - docrepr==0.1.1 [requires: sphinx]
    - jupyter-sphinx==0.3.2 [requires: Sphinx>=2]
    - numpydoc==1.1.0 [requires: sphinx>=1.6.5]
      - spyder==4.1.5 [requires: numpydoc>=0.6.0]
    - sphinx-rtd-theme==0.5.0 [requires: sphinx]
    - spyder==4.1.5 [requires: sphinx>=0.6.6]
  - twine==3.2.0 [requires: requests>=2.20]

@stonebig
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stonebig commented Nov 8, 2020

@pradyunsg there is only one fix added. #9085 . you think it's related to my problem ?

@stonebig
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stonebig commented Nov 8, 2020

giving master a chance..

@stonebig
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stonebig commented Nov 8, 2020

doesn't seem to change anything on the request-0.23.0 marker

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Processing c:\winp\packages.srcreq\shapely-1.7.1-cp39-cp39-win_amd64.whl
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Processing c:\winp\packages.srcreq\aiofiles-0.6.0-py3-none-any.whl
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Processing c:\winp\packages.srcreq\python-baseconv-1.2.2.tar.gz
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Processing c:\winp\packages.srcreq\requests-2.23.0-py2.py3-none-any.whl
INFO: pip is looking at multiple versions of this package to determine which version is compatible with other requirements. This could take a while.
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Processing c:\winp\packages.srcreq\slicer-0.0.4-py3-none-any.whl
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INFO: pip is looking at multiple versions of this package to determine which version is compatible with other requirements. This could take a while.
INFO: This is taking longer than usual. You might need to provide the dependency resolver with stricter constraints to reduce runtime.If you want to abort this run, you can press Ctrl + C to do so.To improve how pip performs, tell us what happened here: https://pip.pypa.io/surveys/backtracking
INFO: This is taking longer than usual. You might need to provide the dependency resolver with stricter constraints to reduce runtime.If you want to abort this run, you can press Ctrl + C to do so.To improve how pip performs, tell us what happened here: https://pip.pypa.io/surveys/backtracking
INFO: pip is looking at multiple versions of this package to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of this package to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of this package to determine which version is compatible with other requirements. This could take a while.
ERROR: Operation cancelled by user

@deolsunny533
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Damm even I am having a similar kind of issue, I have searched all over the internet and even have posted on number of threads on different forum, no solution seems to work. I am really frustrated, can anyone of you here help me resolve this issue, I am very much tired now.

@pradyunsg pradyunsg added the type: support User Support label Nov 9, 2020
@stonebig
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stonebig commented Nov 9, 2020

@deolsunny533 if your example is smaller than mine , maybe shall you give it to help inquiry

@stonebig
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stonebig commented Nov 11, 2020

if this can help, I retried my example today with latest "ordered" master.
Focus point is on my marker point "why requests-0.23.0 is being needlessly taken when requests-0.24.0 was pre-selected".

it seems the wheel requests_toolbelt-0.9.1-py2.py3-none-any.whl makes that bug triggered ?
I will try to narrow down to a smaller requirement file after this verification that master has still my issue

pipdeptree says:

	Line 1: requests==2.24.0
	Line 2:   - folium==0.11.0 [requires: requests]
	Line 3:   - httpie==2.3.0 [requires: requests>=2.22.0]
	Line 4:   - intake==0.6.0 [requires: requests]
	Line 5:   - jupyterlab-server==2.0.0rc2 [requires: requests]
	Line 7:   - moviepy==1.0.3 [requires: requests>=2.8.1,<3.0]
	Line 8:   - pandas-datareader==0.9.0 [requires: requests>=2.19.0]
	Line 9:   - panel==0.10.1 [requires: requests]
	Line 13:   - papermill==2.2.0 [requires: requests]
	Line 14:   - pyepsg==0.4.0 [requires: requests]
	Line 15:   - quantecon==0.4.8 [requires: requests]
	Line 16:   - requests-toolbelt==0.9.1 [requires: requests>=2.0.1,<3.0.0]
	Line 16:   - requests-toolbelt==0.9.1 [requires: requests>=2.0.1,<3.0.0]
	Line 17:     - httpie==2.3.0 [requires: requests-toolbelt>=0.9.1]
	Line 18:     - twine==3.2.0 [requires: requests-toolbelt>=0.8.0,!=0.9.0]
	Line 19:   - Sphinx==3.2.1 [requires: requests>=2.5.0]
	Line 26:   - twine==3.2.0 [requires: requests>=2.20]

instruction:

 pip install --pre  --no-index --trusted-host=None  --find-links=C:\WinP\packages.srcreq -r C:\WinP\bd39\Cod_requirements64.txt>result_2020-11-11_master.txt

result_2020-11-11_master.txt (breaking when it start to take forever and my resuests-0.23.0 appears:

Looking in links: c:\WinP\packages.srcreq
Requirement already satisfied: wheel in c:\winp\bd39\budot\wpy64-3903b1\python-3.9.0.amd64\lib\site-packages (from -r C:\WinP\bd39\Cod_requirements64.txt (line 5)) (0.35.1)
Requirement already satisfied: sqlite_bro in c:\winp\bd39\budot\wpy64-3903b1\python-3.9.0.amd64\lib\site-packages (from -r C:\WinP\bd39\Cod_requirements64.txt (line 39)) (0.9.1)
Processing c:\winp\packages.srcreq\adodbapi-2.6.1.3-py3-none-any.whl
Processing c:\winp\packages.srcreq\altair-4.1.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\altair_data_server-0.4.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\altair_transform-0.2.0-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\altair_widgets-0.2.2-py3-none-any.whl
Processing c:\winp\packages.srcreq\asgiref-3.3.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\astroml-0.4.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\astropy-4.1-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\autopep8-1.5.3-py3-none-any.whl
Processing c:\winp\packages.srcreq\backports_abc-0.5-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\baresql-0.7.6-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\beautifulsoup4-4.9.3-py3-none-any.whl
Processing c:\winp\packages.srcreq\black-20.8b1-py3-none-any.whl
Processing c:\winp\packages.srcreq\blosc-1.9.2-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\bloscpack-0.16.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\bokeh-2.2.3-py3-none-any.whl
Processing c:\winp\packages.srcreq\bottleneck-1.3.2-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\bqplot-0.12.19-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\brewer2mpl-1.4.1-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\brotli-1.0.9-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\certifi-2020.6.20-py3-none-any.whl
Processing c:\winp\packages.srcreq\cffi-1.14.3-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\click-7.1.2-py3-none-any.whl
Processing c:\winp\packages.srcreq\cloudpickle-1.6.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\clrmagic-0.0.1a2-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\cvxopt-1.2.5-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\cvxpy-1.1.7-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\cx_freeze-6.3-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\cython-0.29.21-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\cytoolz-0.11.0-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\dask_labextension-3.0.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\dask_ml-1.7.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\dask_searchcv-0.2.0-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\dask-2.30.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\databases-0.4.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\datasette-0.51.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\datashader-0.11.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\db.py-0.5.4b1-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\docopt-0.6.2-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\docrepr-0.1.1-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\emcee-3.0.2-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\fastapi-0.61.2-py3-none-any.whl
Processing c:\winp\packages.srcreq\fastparquet-0.4.1-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\flask-1.1.2-py3-none-any.whl
Processing c:\winp\packages.srcreq\flask_accepts-0.17.4-py3-none-any.whl
Processing c:\winp\packages.srcreq\flask_mail-0.9.1-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\flask_session-0.3.2-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\flask_sqlalchemy-2.4.4-py3-none-any.whl
Processing c:\winp\packages.srcreq\flaskerize-0.14.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\folium-0.11.0-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\formlayout-2.0.0a0-py3-none-any.whl
Processing c:\winp\packages.srcreq\fuzzywuzzy-0.18.0-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\gdal-3.1.4-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\geopandas-0.8.1-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\geopy-2.0.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\geoviews-1.8.1-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\gmpy2-2.0.8-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\greenlet-0.4.17-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\guidata-1.7.9-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\guiqwt-3.0.5-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\h5py-2.10.0-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\holoviews-1.13.5-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\html5lib-1.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\httpie-2.3.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\husl-4.0.3-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\hvplot-0.6.0-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\hypercorn-0.11.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\hypothesis-5.41.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\idlex-1.18-py3-none-any.whl
Processing c:\winp\packages.srcreq\imageio-2.9.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\imbalanced_learn-0.7.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\importlib_metadata-2.0.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\intake-0.6.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\ipython-7.19.0-py3-none-any.whl
Requirement already satisfied: setuptools>=18.5 in c:\winp\bd39\budot\wpy64-3903b1\python-3.9.0.amd64\lib\site-packages (from ipython->-r C:\WinP\bd39\Cod_requirements64.txt (line 73)) (50.3.2)
Processing c:\winp\packages.srcreq\ipython_sql-0.4.1b1-py3-none-any.whl
Processing c:\winp\packages.srcreq\jedi-0.17.2-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\joblib-0.17.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\julia-0.5.6-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\jupyter-1.0.0-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\jupyter_bokeh-2.0.3-py3-none-any.whl
Processing c:\winp\packages.srcreq\jupyter_sphinx-0.3.2-py3-none-any.whl
Processing c:\winp\packages.srcreq\jupyterlab-3.0.0rc7-py3-none-any.whl
Processing c:\winp\packages.srcreq\jupyterlab_launcher-0.13.1-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\jupyterlab_widgets-1.0.0a6-py3-none-any.whl
Processing c:\winp\packages.srcreq\kiwisolver-1.3.1-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\lmfit-1.0.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\loky-2.9.0-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\lxml-4.6.1-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\lz4-3.1.0-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\markdown-3.3.2-py3-none-any.whl
Processing c:\winp\packages.srcreq\matplotlib-3.3.2-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\mercantile-1.1.6-py3-none-any.whl
Processing c:\winp\packages.srcreq\mkl_service-2.3.0-cp39-cp39-win_amd64.whl
Processing c:\winp\packages.srcreq\mlxtend-0.17.3-py2.py3-none-any.whl
Requirement already satisfied: setuptools>=18.5 in c:\winp\bd39\budot\wpy64-3903b1\python-3.9.0.amd64\lib\site-packages (from ipython->-r C:\WinP\bd39\Cod_requirements64.txt (line 73)) (50.3.2)
Processing c:\winp\packages.srcreq\moviepy-1.0.3-py3-none-any.whl
Processing c:\winp\packages.srcreq\mpl_scatter_density-0.7-py3-none-any.whl
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Processing c:\winp\packages.srcreq\jupyter_client-6.1.7-py3-none-any.whl
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Processing c:\winp\packages.srcreq\qdarkstyle-2.8.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\helpdev-0.7.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\qtawesome-1.0.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\qtconsole-4.7.7-py3-none-any.whl
Processing c:\winp\packages.srcreq\qtpy-1.9.0-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\readme_renderer-28.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\requests_toolbelt-0.9.1-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\requests-2.23.0-py2.py3-none-any.whl
INFO: pip is looking at multiple versions of this package to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of this package to determine which version is compatible with other requirements. This could take a while.
Processing c:\winp\packages.srcreq\readme_renderer-27.0-py3-none-any.whl
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Processing c:\winp\packages.srcreq\readme_renderer-25.0-py3-none-any.whl
INFO: pip is looking at multiple versions of this package to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of this package to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of this package to determine which version is compatible with other requirements. This could take a while.
Processing c:\winp\packages.srcreq\qtawesome-1.0.0-py3-none-any.whl
INFO: pip is looking at multiple versions of this package to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of this package to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of this package to determine which version is compatible with other requirements. This could take a while.
Processing c:\winp\packages.srcreq\qtawesome-0.7.2-py3-none-any.whl
Processing c:\winp\packages.srcreq\qtawesome-0.7.1-py3-none-any.whl
INFO: This is taking longer than usual. You might need to provide the dependency resolver with stricter constraints to reduce runtime. If you want to abort this run, you can press Ctrl + C to do so. To improve how pip performs, tell us what happened here: https://pip.pypa.io/surveys/backtracking
INFO: This is taking longer than usual. You might need to provide the dependency resolver with stricter constraints to reduce runtime. If you want to abort this run, you can press Ctrl + C to do so. To improve how pip performs, tell us what happened here: https://pip.pypa.io/surveys/backtracking
INFO: This is taking longer than usual. You might need to provide the dependency resolver with stricter constraints to reduce runtime. If you want to abort this run, you can press Ctrl + C to do so. To improve how pip performs, tell us what happened here: https://pip.pypa.io/surveys/backtracking
Processing c:\winp\packages.srcreq\qtawesome-0.7.0-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\qtawesome-0.6.1-py2.py3-none-any.whl
INFO: pip is looking at multiple versions of this package to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of this package to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of this package to determine which version is compatible with other requirements. This could take a while.
INFO: This is taking longer than usual. You might need to provide the dependency resolver with stricter constraints to reduce runtime. If you want to abort this run, you can press Ctrl + C to do so. To improve how pip performs, tell us what happened here: https://pip.pypa.io/surveys/backtracking
INFO: This is taking longer than usual. You might need to provide the dependency resolver with stricter constraints to reduce runtime. If you want to abort this run, you can press Ctrl + C to do so. To improve how pip performs, tell us what happened here: https://pip.pypa.io/surveys/backtracking
INFO: pip is looking at multiple versions of this package to determine which version is compatible with other requirements. This could take a while.
INFO: This is taking longer than usual. You might need to provide the dependency resolver with stricter constraints to reduce runtime. If you want to abort this run, you can press Ctrl + C to do so. To improve how pip performs, tell us what happened here: https://pip.pypa.io/surveys/backtracking

@stonebig
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stonebig commented Nov 11, 2020

this requirement doesn't trigger the bug...

jupyter 
spyder
requests
twine
Sphinx
moviepy

this one neither:

jupyter 
spyder
requests
twine
Sphinx
moviepy
jupyterlab
geoviews
panel
papermill
pyepsg
quantecon
holoviews
spyder
sphinx-rtd-theme
jupyter-sphinx

@stonebig
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stonebig commented Nov 11, 2020

this subset does trigger the bug

jupyter 
spyder
requests
twine
Sphinx
moviepy
jupyterlab
geoviews
panel
papermill
pyepsg
quantecon
holoviews
spyder
sphinx-rtd-theme
jupyter-sphinx
# ok till there
folium
httpie
intake
pandas-datareader
seaborn
holoviews
hvplot
docrepr
spyder

this smaller one does trigger the bug:

jupyter 
spyder
requests
twine
Sphinx
moviepy
jupyterlab
geoviews
panel
papermill
pyepsg
quantecon
holoviews
spyder
sphinx-rtd-theme
jupyter-sphinx
# ok till there
folium
httpie
intake
pandas-datareader
#seaborn
#holoviews
#hvplot
#docrepr
#spyder
# not ok till there

this one doesn't trigger the bug....

jupyter 
spyder
requests
twine
Sphinx
moviepy
jupyterlab
geoviews
panel
papermill
pyepsg
quantecon
holoviews
spyder
sphinx-rtd-theme
jupyter-sphinx
# ok till there
#folium
#httpie
#intake
pandas-datareader
#seaborn
#holoviews
#hvplot
#docrepr
#spyder
# not ok till there

this smaller does trigger the bug

jupyter 
spyder
requests
twine
Sphinx
moviepy
jupyterlab
geoviews
panel
papermill
pyepsg
quantecon
holoviews
spyder
sphinx-rtd-theme
jupyter-sphinx
# ok till there
folium
httpie
intake
# not ok till there

this smaller one triggers the bug

jupyter 
spyder
requests
twine
Sphinx
moviepy
jupyterlab
geoviews
panel
papermill
pyepsg
quantecon
holoviews
spyder
sphinx-rtd-theme
jupyter-sphinx
# ok till there
folium
httpie

this one doesn't trigger the bug, i just removed httpie....

jupyter 
spyder
requests
twine
Sphinx
moviepy
jupyterlab
geoviews
panel
papermill
pyepsg
quantecon
holoviews
spyder
sphinx-rtd-theme
jupyter-sphinx
# ok till there
folium
#httpie

this smaller on triggers my supected bug:

requests
twine
Sphinx
moviepy
geoviews
panel
papermill
pyepsg
quantecon
holoviews
sphinx-rtd-theme
jupyter-sphinx
folium
# ok till there, re-trying on python-3.8 now
httpie

this smaller one triggers my problem

requests
twine
Sphinx
moviepy
pyepsg
quantecon
sphinx-rtd-theme
folium
# ok till there, re-trying on python-3.8 now
httpie

this smaller one triggers my problem

requests
twine
Sphinx
moviepy
# ok till there
httpie

@uranusjr
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uranusjr commented Nov 11, 2020

why requests-0.23.0 is being needlessly taken when requests-0.24.0 was pre-selected

Likely one of the packages has a version that rejects 0.24.0, and the resolver therefore chose 0.23.0. That version rejecting requests 0.24.0 was not eventually chosen (for some other reason), but the previous decision to choose requests 0.23.0 is kept since it is “good enough” (because the user and all chosen packages say it’s OK). It is easy to tell in hindsight that the resolver could’ve chosen 0.24.0, but the resolver did not know if that additional trail would be a significant time sink when the decision needs to be made. If this is a problem for you, you should specifically ask for 0.24.0. If you don’t do that, the resolver is allowed to choose 0.23.0, even if it is not the absolutely best result.

@stonebig
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stonebig commented Nov 11, 2020

normally there is no rejection directive on requests , there is only ">=" limitations, except moviepy==1.0.3 [requires: requests>=2.8.1,<3.0].
there was an array bug on Python-3.9.0 to be corrected for Python-3.9.1, maybe shall I try on Python-3.8.6.

@stonebig
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stonebig commented Nov 11, 2020

hum looking at httpie setup.py there is this subtle thing:

requests[socks]>=2.22.0
install_requires = [
    'requests[socks]>=2.22.0',
    'Pygments>=2.5.2',
    'requests-toolbelt>=0.9.1',
]

@uranusjr
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uranusjr commented Nov 11, 2020

The only way to definitely know what happened to requests 2.24.0 is to manually retrace every step the resolver did. I’m definitely not going to do that, and would suggest others not to as well, since I implemented the resolver exactly to avoid having to worry about this kind of details. I guess there’s no harm spending time persuading it for intellectual interest though, if you find it worthwhile.

@stonebig
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stonebig commented Nov 11, 2020

so this simple requirement file makes me go down on master (versus current pip that doesn't complain).

requests
httpie

even this single package one

httpie

further simplifying still the issue not using requirement file

pip install --pre  --no-index --trusted-host=None  --find-links=C:\WinP\packages.srcreq httpie

@stonebig
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stonebig commented Nov 11, 2020

The issue goes away if I include the wheel "PySocks-1.7.1-py3-none-any.whl" in my wheel directory "C:\WinP\packages.srcreq"..
There was no "PySocks" wheel before

so:

  • pip-20.3 master wanted to install PySocks package,
  • pip-20.2.4 never claimed for it..

who has a functionnal bug:

  • pip-20.2.4 (who never complained) ?
  • pip-20.3master ?
  • httpie "setup.py" ?

@stonebig
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stonebig commented Nov 11, 2020

so "httpie" package requiring apparently "socks" package, because of 'requests[socks]>=2.22.0', was my only problem
I don't know if it's a bug, but my problem is resolved by adding "pysocks" wheel in my dedicated wheel directory.

@stonebig stonebig changed the title testing pip-20.3b1 vs pip-20.2.4 speed on a Winpython build: more than twice long (or failing) pip-20.3b1 failing because of httpie 'requests[socks]>=2.22.0' requirement is interpreted diffferently than "legacy-resolver" Nov 11, 2020
@stonebig stonebig changed the title pip-20.3b1 failing because of httpie 'requests[socks]>=2.22.0' requirement is interpreted diffferently than "legacy-resolver" pip-20.3b1 interprets httpie 'requests[socks]>=2.22.0' requirement diffferently than "legacy-resolver" Nov 11, 2020
@stonebig
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stonebig commented Nov 11, 2020

hum, on pip-20.3 master, "pip show" is not conform to "pip install" for httpie: it doesn't specify socks. maybe it shall be considered a bug

C:\WinP\bd38\budot\WPy64-3861b1\scripts>pip show httpie
Name: httpie
Version: 2.3.0
Summary: HTTPie: command-line HTTP client for the API era.
Home-page: https://httpie.org/
Author: Jakub Roztocil
Author-email: [email protected]
License: BSD
Location: c:\winp\bd38\budot\wpy64-3861b1\python-3.8.6.amd64\lib\site-packages
Requires: colorama, Pygments, requests, requests-toolbelt

@stonebig stonebig changed the title pip-20.3b1 interprets httpie 'requests[socks]>=2.22.0' requirement diffferently than "legacy-resolver" pip-20.3b1 interprets httpie 'requests[socks]>=2.22.0' requirement differently than "legacy-resolver" Nov 11, 2020
@uranusjr
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AFAIK, pip show does not show extras, either pre- or post-20.3b1. The info in show is not designed to be comprehensive in the first place. (There are plans to change it, but that’s another topic entirely.) This is also a known issue to pipdeptree.

httpie does specify requests[socks] correctly:

$ cat 'httpie-2.3.0.dist-info/METADATA'  | grep Requires-Dist:
Requires-Dist: requests[socks] (>=2.22.0)
Requires-Dist: Pygments (>=2.5.2)
Requires-Dist: requests-toolbelt (>=0.9.1)
Requires-Dist: colorama (>=0.2.4) ; sys_platform == "win32"

Am I correct to assess the situation as the new resolver doing the right thing and detects a user error that previously went unoticed?

@stonebig
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stonebig commented Nov 12, 2020

When we specify dask[bag] , we don't ask for a "bag" package, so I'm a little confused about what is correct or not. And requests doesn't seem to have an extra [socks] option, so I truly don't understand the mechanism on this case, old an new method.

@stonebig
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stonebig commented Nov 28, 2020

with latest proposed pached this morning here, my bug (missing pysocks wheel in my private wheel directory) gets now a resolution... I don't know if it's normal either, it's slow, but it comes to an end which is goooood.

pip install --pre  --no-index --trusted-host=None  --find-links=C:\WinP\packages.srcreq httpie
Looking in links: c:\WinP\packages.srcreq
Processing c:\winp\packages.srcreq\httpie-2.3.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\colorama-0.4.4-py3-none-any.whl
Processing c:\winp\packages.srcreq\pygments-2.7.2-py3-none-any.whl
Processing c:\winp\packages.srcreq\requests_toolbelt-0.9.1-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\requests-2.25.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\certifi-2020.11.8-py3-none-any.whl
Processing c:\winp\packages.srcreq\chardet-3.0.4-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\idna-2.10-py3-none-any.whl
Processing c:\winp\packages.srcreq\requests-2.24.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\requests-2.23.0-py2.py3-none-any.whl
INFO: pip is looking at multiple versions of idna to determine which version is compatible with other requirements. This could take a while.
Processing c:\winp\packages.srcreq\idna-2.9-py3-none-any.whl
Processing c:\winp\packages.srcreq\idna-2.8-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\idna-2.7-py2.py3-none-any.whl
INFO: pip is looking at multiple versions of chardet to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of certifi to determine which version is compatible with other requirements. This could take a while.
Processing c:\winp\packages.srcreq\certifi-2020.6.20-py3-none-any.whl
INFO: pip is looking at multiple versions of idna to determine which version is compatible with other requirements. This could take a while.
Processing c:\winp\packages.srcreq\certifi-2020.4.5.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\certifi-2019.11.28-py2.py3-none-any.whl
INFO: This is taking longer than usual. You might need to provide the dependency resolver with stricter constraints to reduce runtime. If you want to abort this run, you can press Ctrl + C to do so. To improve how pip performs, tell us what happened here: https://pip.pypa.io/surveys/backtracking
Processing c:\winp\packages.srcreq\certifi-2019.9.11-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\certifi-2019.6.16-py2.py3-none-any.whl
INFO: pip is looking at multiple versions of requests to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of chardet to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of certifi to determine which version is compatible with other requirements. This could take a while.
INFO: This is taking longer than usual. You might need to provide the dependency resolver with stricter constraints to reduce runtime. If you want to abort this run, you can press Ctrl + C to do so. To improve how pip performs, tell us what happened here: https://pip.pypa.io/surveys/backtracking
INFO: This is taking longer than usual. You might need to provide the dependency resolver with stricter constraints to reduce runtime. If you want to abort this run, you can press Ctrl + C to do so. To improve how pip performs, tell us what happened here: https://pip.pypa.io/surveys/backtracking
INFO: pip is looking at multiple versions of requests-toolbelt to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of pygments to determine which version is compatible with other requirements. This could take a while.
Processing c:\winp\packages.srcreq\pygments-2.7.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\pygments-2.7.0-py3-none-any.whl
INFO: pip is looking at multiple versions of requests to determine which version is compatible with other requirements. This could take a while.
Processing c:\winp\packages.srcreq\pygments-2.6.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\pygments-2.5.2-py2.py3-none-any.whl
INFO: This is taking longer than usual. You might need to provide the dependency resolver with stricter constraints to reduce runtime. If you want to abort this run, you can press Ctrl + C to do so. To improve how pip performs, tell us what happened here: https://pip.pypa.io/surveys/backtracking
INFO: pip is looking at multiple versions of colorama to determine which version is compatible with other requirements. This could take a while.
Processing c:\winp\packages.srcreq\colorama-0.4.3-py2.py3-none-any.whl
INFO: pip is looking at multiple versions of requests-toolbelt to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of pygments to determine which version is compatible with other requirements. This could take a while.
Processing c:\winp\packages.srcreq\colorama-0.4.1-py2.py3-none-any.whl
INFO: This is taking longer than usual. You might need to provide the dependency resolver with stricter constraints to reduce runtime. If you want to abort this run, you can press Ctrl + C to do so. To improve how pip performs, tell us what happened here: https://pip.pypa.io/surveys/backtracking
INFO: This is taking longer than usual. You might need to provide the dependency resolver with stricter constraints to reduce runtime. If you want to abort this run, you can press Ctrl + C to do so. To improve how pip performs, tell us what happened here: https://pip.pypa.io/surveys/backtracking
INFO: pip is looking at multiple versions of <Python from Requires-Python> to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of httpie to determine which version is compatible with other requirements. This could take a while.
Processing c:\winp\packages.srcreq\httpie-2.2.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\urllib3-1.26.2-py3-none-any.whl
Installing collected packages: urllib3, idna, chardet, certifi, requests, Pygments, colorama, httpie
Successfully installed Pygments-2.7.2 certifi-2020.11.8 chardet-3.0.4 colorama-0.4.4 httpie-2.2.0 idna-2.10 requests-2.25.0 urllib3-1.26.2

giving

pip list
Package      Version
------------ ------------
certifi      2020.11.8
chardet      3.0.4
colorama     0.4.4
httpie       2.2.0
idna         2.10
msvc-runtime 14.28.29325
pip          20.3.dev1
Pygments     2.7.2
requests     2.25.0
setuptools   50.3.2
sqlite-bro   0.9.1
urllib3      1.26.2
wheel        0.35.1
winpython    3.0.20201028

@stonebig
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stonebig commented Dec 5, 2020

reading further discussions, I discover the existence of the contraints.txt option , that rather solves my problems of resolution time (when there is in fact no solution) with the new-resolver.

# this is a constraints.txt file
# to use like this:
#    pip install --pre  --no-index --trusted-host=None -c C:\WinP\constraints.txt --find-links=C:\WinP\packages.srcreq httpie 
requests>=2.24.0
idna>=2.9
certifi>=2020.6.20
pygments>=2.7.1
colorama>=0.4.4

@stonebig
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testing with today #9264, my problem is still resolved, still slow but still good.

C:>pip install --pre  --no-index --trusted-host=None  --find-links=C:\WinP\packages.srcreq httpie
Looking in links: c:\WinP\packages.srcreq
Processing c:\winp\packages.srcreq\httpie-2.3.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\requests-2.25.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\colorama-0.4.4-py3-none-any.whl
Processing c:\winp\packages.srcreq\requests_toolbelt-0.9.1-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\pygments-2.7.3-py3-none-any.whl
Processing c:\winp\packages.srcreq\idna-2.10-py3-none-any.whl
Processing c:\winp\packages.srcreq\urllib3-1.26.2-py3-none-any.whl
Processing c:\winp\packages.srcreq\chardet-3.0.4-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\certifi-2020.12.5-py3-none-any.whl
Processing c:\winp\packages.srcreq\requests-2.24.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\urllib3-1.25.11-py3-none-any.whl
Processing c:\winp\packages.srcreq\requests-2.23.0-py2.py3-none-any.whl
INFO: pip is looking at multiple versions of idna to determine which version is compatible with other requirements. This could take a while.
Processing c:\winp\packages.srcreq\httpie-2.2.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\httpie-2.1.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\colorama-0.4.3-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\colorama-0.4.1-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\pygments-2.7.2-py3-none-any.whl
Processing c:\winp\packages.srcreq\pygments-2.7.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\pygments-2.7.0-py3-none-any.whl
Processing c:\winp\packages.srcreq\idna-2.9-py3-none-any.whl
Processing c:\winp\packages.srcreq\idna-2.8-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\idna-2.7-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\urllib3-1.25.10-py3-none-any.whl
Processing c:\winp\packages.srcreq\urllib3-1.25.9-py3-none-any.whl
Processing c:\winp\packages.srcreq\urllib3-1.25.8-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\urllib3-1.25-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\certifi-2020.11.8-py3-none-any.whl
Processing c:\winp\packages.srcreq\certifi-2020.6.20-py3-none-any.whl
Processing c:\winp\packages.srcreq\certifi-2020.4.5.1-py3-none-any.whl
Processing c:\winp\packages.srcreq\certifi-2019.11.28-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\certifi-2019.9.11-py2.py3-none-any.whl
Processing c:\winp\packages.srcreq\certifi-2019.6.16-py2.py3-none-any.whl
INFO: pip is looking at multiple versions of chardet to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of certifi to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of idna to determine which version is compatible with other requirements. This could take a while.
INFO: This is taking longer than usual. You might need to provide the dependency resolver with stricter constraints to reduce runtime. If you want to abort this run, you can press Ctrl + C to do so. To improve how pip performs, tell us what happened here: https://pip.pypa.io/surveys/backtracking
INFO: pip is looking at multiple versions of requests to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of chardet to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of certifi to determine which version is compatible with other requirements. This could take a while.
INFO: This is taking longer than usual. You might need to provide the dependency resolver with stricter constraints to reduce runtime. If you want to abort this run, you can press Ctrl + C to do so. To improve how pip performs, tell us what happened here: https://pip.pypa.io/surveys/backtracking
INFO: This is taking longer than usual. You might need to provide the dependency resolver with stricter constraints to reduce runtime. If you want to abort this run, you can press Ctrl + C to do so. To improve how pip performs, tell us what happened here: https://pip.pypa.io/surveys/backtracking
INFO: pip is looking at multiple versions of requests-toolbelt to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of pygments to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of requests to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of colorama to determine which version is compatible with other requirements. This could take a while.
INFO: This is taking longer than usual. You might need to provide the dependency resolver with stricter constraints to reduce runtime. If you want to abort this run, you can press Ctrl + C to do so. To improve how pip performs, tell us what happened here: https://pip.pypa.io/surveys/backtracking
INFO: pip is looking at multiple versions of requests-toolbelt to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of pygments to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of <Python from Requires-Python> to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of httpie to determine which version is compatible with other requirements. This could take a while.
Installing collected packages: urllib3, idna, chardet, certifi, requests, Pygments, colorama, httpie
Successfully installed Pygments-2.7.3 certifi-2020.12.5 chardet-3.0.4 colorama-0.4.4 httpie-2.2.0 idna-2.10 requests-2.25.0 urllib3-1.26.2

C:>pip list
Package      Version
------------ -------------
certifi      2020.12.5
chardet      3.0.4
colorama     0.4.4
httpie       2.2.0
idna         2.10
msvc-runtime 14.28.29325
pip          20.3.2.dev0
Pygments     2.7.3
requests     2.25.0
setuptools   51.0.0
sqlite-bro   0.9.1
urllib3      1.26.2
wheel        0.36.1
winpython    3.0.202011212

@stonebig
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stonebig commented Dec 12, 2020

by the way, I still don't have a nice way to explain me the conflicts (here a missing wheel) that launches the backtracking:

  • "--verbose" is too verbose and doesn't tell to me it just can't find any "pysocks" wheel,
  • and installing with "--no-deps" ... just installs my main wheels , so "pip check" doesn't tell me the whole story

a missing wheel (no wheel at all) in my local directory of wheels is my principal issue, in my process.
... the new-resolver gives me no easy hint in the end.

@pradyunsg
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pradyunsg commented Dec 12, 2020

Are all the INFO: pip is looking at multiple versions of messages not a good indicator for which packages to look at?

@stonebig
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stonebig commented Dec 12, 2020

Here the.only problem is there is zero pysocks wheel in my dedicated directory.

It took me a looong time to figure it out, there was no clear reference to that problem in the resolver, --verbose doesn't seem more verbal about this, and pip check doesn't speak about it... when you backpedal on a given wheel, maybe shall you state the 1st constraint that you try to remove, give a clue. Typically, I would like to see "socks needed and missing" , at least once

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