簡単なデータ探索を促進するPythonライブラリ「lux-api」のインストールについて解説しています。
lux-api(https://github.com/lux-org/lux)は、視覚化とデータ分析プロセスを自動化し、簡単なデータ探索を促進する。データセット内の興味深い傾向とパターンを強調表示できる。
■Python
今回のPythonのバージョンは、「3.9.9」を使用しています。(Windows11)(pythonランチャーでの確認)
■lux-apiをインストールする
lux-apiをインストールを行いますが、今回はpipを経由してインストールを行うので、まずWindowsのコマンドプロンプトを起動します。
pip install lux-api
起動後、上記のコマンドを入力し、Enterキーを押します。
なお、今回は、pythonランチャーを使用しており、Python Version 3.9.9にインストールを行うために、バージョンの切り替えを行います。
py -3.9 -m pip install lux-api
切り替えるために、上記のコマンドを入力し、Enterキーを押します。
Defaulting to user installation because normal site-packages is not writeable Collecting lux-api Downloading lux-api-0.5.1.tar.gz (127 kB) |████████████████████████████████| 127 kB 1.1 MB/s Installing build dependencies ... done Getting requirements to build wheel ... done Preparing wheel metadata ... done Collecting autopep8>=1.5 Downloading autopep8-2.0.4-py2.py3-none-any.whl (45 kB) |████████████████████████████████| 45 kB 1.7 MB/s Collecting iso3166 Downloading iso3166-2.1.1-py3-none-any.whl (9.8 kB) Collecting altair>=4.0.0 Downloading altair-5.1.1-py3-none-any.whl (520 kB) |████████████████████████████████| 520 kB 6.4 MB/s Collecting scikit-learn>=0.22 Downloading scikit_learn-1.3.1-cp39-cp39-win_amd64.whl (9.3 MB) |████████████████████████████████| 9.3 MB 1.6 MB/s Collecting matplotlib>=3.0.0 Downloading matplotlib-3.8.0-cp39-cp39-win_amd64.whl (7.6 MB) |████████████████████████████████| 7.6 MB 6.4 MB/s Collecting lux-widget>=0.1.4 Downloading lux-widget-0.1.11.tar.gz (2.5 MB) 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rpds-py, attrs, referencing, zipp, traitlets, pywin32, platformdirs, jsonschema-specifications, tornado, pyzmq, jupyter-core, jsonschema, importlib-metadata, fastjsonschema, arrow, webencodings, webcolors, uri-template, soupsieve, rfc3986-validator, rfc3339-validator, pywinpty, nbformat, jupyter-client, jsonpointer, isoduration, idna, fqdn, wcwidth, tinycss2, terminado, sniffio, pyyaml, python-json-logger, pygments, pure-eval, parso, pandocfilters, nbclient, mistune, jupyterlab-pygments, jinja2, executing, exceptiongroup, defusedxml, bleach, beautifulsoup4, asttokens, argon2-cffi-bindings, websocket-client, urllib3, stack-data, send2trash, prompt-toolkit, prometheus-client, pickleshare, overrides, nbconvert, matplotlib-inline, jupyter-server-terminals, jupyter-events, jedi, decorator, certifi, backcall, argon2-cffi, anyio, requests, psutil, nest-asyncio, jupyter-server, json5, ipython, debugpy, comm, babel, tomli, notebook-shim, jupyterlab-server, jupyter-lsp, ipykernel, async-lru, widgetsnbextension, jupyterlab-widgets, jupyterlab, toolz, threadpoolctl, scipy, pyparsing, pycodestyle, notebook, kiwisolver, joblib, ipywidgets, importlib-resources, fonttools, cycler, contourpy, sh, scikit-learn, matplotlib, lux-widget, iso3166, autopep8, altair, lux-api WARNING: The scripts jupyter-migrate.exe, jupyter-troubleshoot.exe and jupyter.exe are installed in 'C:\Users\user_\AppData\Roaming\Python\Python39\Scripts' which is not on PATH. 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WARNING: The scripts jupyter-dejavu.exe and jupyter-nbconvert.exe are installed in 'C:\Users\user_\AppData\Roaming\Python\Python39\Scripts' which is not on PATH. Consider adding this directory to PATH or, if you prefer to suppress this warning, use --no-warn-script-location. WARNING: The script jupyter-events.exe is installed in 'C:\Users\user_\AppData\Roaming\Python\Python39\Scripts' which is not on PATH. Consider adding this directory to PATH or, if you prefer to suppress this warning, use --no-warn-script-location. WARNING: The script jupyter-server.exe is installed in 'C:\Users\user_\AppData\Roaming\Python\Python39\Scripts' which is not on PATH. Consider adding this directory to PATH or, if you prefer to suppress this warning, use --no-warn-script-location. WARNING: The script pyjson5.exe is installed in 'C:\Users\user_\AppData\Roaming\Python\Python39\Scripts' which is not on PATH. Consider adding this directory to PATH or, if you prefer to suppress this warning, use --no-warn-script-location. WARNING: The scripts ipython.exe and ipython3.exe are installed in 'C:\Users\user_\AppData\Roaming\Python\Python39\Scripts' which is not on PATH. Consider adding this directory to PATH or, if you prefer to suppress this warning, use --no-warn-script-location. WARNING: The script pybabel.exe is installed in 'C:\Users\user_\AppData\Roaming\Python\Python39\Scripts' which is not on PATH. Consider adding this directory to PATH or, if you prefer to suppress this warning, use --no-warn-script-location. WARNING: The scripts jlpm.exe, jupyter-lab.exe, jupyter-labextension.exe and jupyter-labhub.exe are installed in 'C:\Users\user_\AppData\Roaming\Python\Python39\Scripts' which is not on PATH. Consider adding this directory to PATH or, if you prefer to suppress this warning, use --no-warn-script-location. WARNING: The script pycodestyle.exe is installed in 'C:\Users\user_\AppData\Roaming\Python\Python39\Scripts' which is not on PATH. Consider adding this directory to PATH or, if you prefer to suppress this warning, use --no-warn-script-location. WARNING: The script jupyter-notebook.exe is installed in 'C:\Users\user_\AppData\Roaming\Python\Python39\Scripts' which is not on PATH. Consider adding this directory to PATH or, if you prefer to suppress this warning, use --no-warn-script-location. WARNING: The scripts fonttools.exe, pyftmerge.exe, pyftsubset.exe and ttx.exe are installed in 'C:\Users\user_\AppData\Roaming\Python\Python39\Scripts' which is not on PATH. Consider adding this directory to PATH or, if you prefer to suppress this warning, use --no-warn-script-location. WARNING: The script autopep8.exe is installed in 'C:\Users\user_\AppData\Roaming\Python\Python39\Scripts' which is not on PATH. Consider adding this directory to PATH or, if you prefer to suppress this warning, use --no-warn-script-location. Successfully installed altair-5.1.1 anyio-4.0.0 argon2-cffi-23.1.0 argon2-cffi-bindings-21.2.0 arrow-1.2.3 asttokens-2.4.0 async-lru-2.0.4 attrs-23.1.0 autopep8-2.0.4 babel-2.12.1 backcall-0.2.0 beautifulsoup4-4.12.2 bleach-6.0.0 certifi-2023.7.22 comm-0.1.4 contourpy-1.1.1 cycler-0.11.0 debugpy-1.8.0 decorator-5.1.1 defusedxml-0.7.1 exceptiongroup-1.1.3 executing-1.2.0 fastjsonschema-2.18.0 fonttools-4.42.1 fqdn-1.5.1 idna-3.4 importlib-metadata-6.8.0 importlib-resources-6.1.0 ipykernel-6.25.2 ipython-8.15.0 ipywidgets-8.1.1 iso3166-2.1.1 isoduration-20.11.0 jedi-0.19.0 jinja2-3.1.2 joblib-1.3.2 json5-0.9.14 jsonpointer-2.4 jsonschema-4.19.1 jsonschema-specifications-2023.7.1 jupyter-client-8.3.1 jupyter-core-5.3.1 jupyter-events-0.7.0 jupyter-lsp-2.2.0 jupyter-server-2.7.3 jupyter-server-terminals-0.4.4 jupyterlab-4.0.6 jupyterlab-pygments-0.2.2 jupyterlab-server-2.25.0 jupyterlab-widgets-3.0.9 kiwisolver-1.4.5 lux-api-0.5.1 lux-widget-0.1.11 matplotlib-3.8.0 matplotlib-inline-0.1.6 mistune-3.0.1 nbclient-0.8.0 nbconvert-7.8.0 nbformat-5.9.2 nest-asyncio-1.5.8 notebook-7.0.4 notebook-shim-0.2.3 overrides-7.4.0 pandocfilters-1.5.0 parso-0.8.3 pickleshare-0.7.5 platformdirs-3.10.0 prometheus-client-0.17.1 prompt-toolkit-3.0.39 psutil-5.9.5 pure-eval-0.2.2 pycodestyle-2.11.0 pygments-2.16.1 pyparsing-3.1.1 python-json-logger-2.0.7 pywin32-306 pywinpty-2.0.11 pyyaml-6.0.1 pyzmq-25.1.1 referencing-0.30.2 requests-2.31.0 rfc3339-validator-0.1.4 rfc3986-validator-0.1.1 rpds-py-0.10.3 scikit-learn-1.3.1 scipy-1.11.2 send2trash-1.8.2 sh-2.0.6 sniffio-1.3.0 soupsieve-2.5 stack-data-0.6.2 terminado-0.17.1 threadpoolctl-3.2.0 tinycss2-1.2.1 tomli-2.0.1 toolz-0.12.0 tornado-6.3.3 traitlets-5.10.0 uri-template-1.3.0 urllib3-2.0.5 wcwidth-0.2.6 webcolors-1.13 webencodings-0.5.1 websocket-client-1.6.3 widgetsnbextension-4.0.9 zipp-3.17.0 WARNING: You are using pip version 21.2.4; however, version 23.2.1 is available. You should consider upgrading via the 'C:\Program Files\Python39\python.exe -m pip install --upgrade pip' command.
Enterキーを押すと、インストールが開始され、上記のように「Successfully installed」と表示されます。これが表示されれば、lux-apiが正常にインストールされたことになりますが、「WARNING」と表示されました。「WARNING」はエラーではなく警告で、インストールは行われているので、今回は一旦無視しています。
なお、今回はlux-apiのバージョン0.5.1をインストールしました。
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