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OriishiTakahiroOriishiTakahiro
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サンプルプログラムの構築
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‎.gitignore

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# Byte-compiled / optimized / DLL files
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__pycache__/
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*.py[cod]
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*$py.class
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# C extensions
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*.so
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# Distribution / packaging
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.Python
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build/
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develop-eggs/
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dist/
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downloads/
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eggs/
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.eggs/
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lib/
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lib64/
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parts/
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sdist/
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var/
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wheels/
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share/python-wheels/
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*.egg-info/
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.installed.cfg
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*.egg
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MANIFEST
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# PyInstaller
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# Usually these files are written by a python script from a template
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# before PyInstaller builds the exe, so as to inject date/other infos into it.
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*.manifest
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*.spec
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# Installer logs
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pip-log.txt
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pip-delete-this-directory.txt
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# Unit test / coverage reports
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htmlcov/
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.tox/
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.nox/
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.coverage
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.coverage.*
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.cache
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nosetests.xml
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coverage.xml
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*.cover
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*.py,cover
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.hypothesis/
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.pytest_cache/
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cover/
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# Translations
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*.mo
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*.pot
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# Django stuff:
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*.log
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local_settings.py
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db.sqlite3
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db.sqlite3-journal
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# Flask stuff:
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instance/
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.webassets-cache
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# Scrapy stuff:
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.scrapy
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# Sphinx documentation
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docs/_build/
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# PyBuilder
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.pybuilder/
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target/
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# Jupyter Notebook
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.ipynb_checkpoints
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# IPython
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profile_default/
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ipython_config.py
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# pyenv
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# For a library or package, you might want to ignore these files since the code is
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# intended to run in multiple environments; otherwise, check them in:
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# .python-version
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# pipenv
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# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
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# However, in case of collaboration, if having platform-specific dependencies or dependencies
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# having no cross-platform support, pipenv may install dependencies that don't work, or not
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# install all needed dependencies.
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#Pipfile.lock
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# poetry
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# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
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# This is especially recommended for binary packages to ensure reproducibility, and is more
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# commonly ignored for libraries.
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# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
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#poetry.lock
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# pdm
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# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
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#pdm.lock
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# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
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# in version control.
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# https://pdm.fming.dev/#use-with-ide
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.pdm.toml
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# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
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__pypackages__/
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# Celery stuff
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celerybeat-schedule
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celerybeat.pid
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# SageMath parsed files
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*.sage.py
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# Environments
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.env
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.venv
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env/
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venv/
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ENV/
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env.bak/
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venv.bak/
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# Spyder project settings
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.spyderproject
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.spyproject
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# Rope project settings
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.ropeproject
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# mkdocs documentation
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/site
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# mypy
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.mypy_cache/
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.dmypy.json
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dmypy.json
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# Pyre type checker
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.pyre/
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# pytype static type analyzer
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.pytype/
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# Cython debug symbols
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cython_debug/
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# PyCharm
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# JetBrains specific template is maintained in a separate JetBrains.gitignore that can
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# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
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# and can be added to the global gitignore or merged into this file. For a more nuclear
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# option (not recommended) you can uncomment the following to ignore the entire idea folder.
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#.idea/
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.ipynb_checkpoints/
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libs/.ipynb_checkpoints/

‎.pre-commit-config.yaml

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repos:
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- repo: https://github.com/charliermarsh/ruff-pre-commit
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rev: v0.1.6
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hooks:
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- id: ruff
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- id: ruff-format

‎.python-version

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3.11.6

‎README.md

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# parse-csv-sample
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# Lab Bank CSVエクスポートデータ活用サンプル
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本リポジトリは[Lab Bank](https://labbank.jp/)で出力されたCSVエクスポートデータを活用するための、サンプルコードを格納しております。
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```
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.
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├── README.md ... 本ドキュメント
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├── export ... サンプルコード向けのダミーのエクスポートデータ
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├── libs ... pandasを簡単に扱うための関数
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└── sample.ipynb ... サンプルコード
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```
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## 使い方
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### 動作環境
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- [[email protected]](https://virtualenv.pypa.io/en/latest/installation.html)
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```sh
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# virtualenvを有効化
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$ python3 -m virtualenv -p 3.11.6 csv-sample
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$ source csv-sample/bin/activate
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# 必要なライブラリのインストール
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$ pip install -r requirements.txt
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# Jupyter Labを起動
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$ jupyter lab --NotebookApp.token='' --NotebookApp.password=''
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```
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[http://localhost:8888/lab](http://localhost:8888/lab)にアクセスし、sample.ipynbを実行してください。
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![サンプルコードの開き方](./img/サンプルコードの開き方.png)
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```sh
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# virtualenvを終了
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$ source csv-sample/bin/deactivate
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```

‎export/project.csv

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project.__id,project.__record_name,project.client_name,project.deadline,project.purpose,project.memo
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プロジェクト.ID,プロジェクト.プロジェクト名,プロジェクト.顧客名,プロジェクト.期限,プロジェクト.目的,プロジェクト.メモ
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text,text,text,date,text,text
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df9d5402-218b-4d0d-87f0-c486340896ea,test,test,2024/5/29,aaaaa,
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cfd451e2-8e25-4632-9890-33695f583ac6,test2,test2,2024/5/22,test2,test2

‎export/theme_b_breaking_evaluation_conditions.csv

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theme_b_breaking_evaluation_conditions.__id,theme_b_breaking_evaluation_conditions.speed,theme_b_breaking_evaluation_conditions.wet_road,theme_b_breaking_evaluation_conditions.vehicle
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制動性能評価.条件ID,制動性能評価.開始速度,制動性能評価.ウェット路面,制動性能評価.試験車両
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text,number,boolean,text
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43dcdd39-f9ed-456c-b1bc-17918e866061,60,true,10daf7c0-941a-42e9-8913-07cb65ad6e81
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e187d3b1-e610-49b3-9879-fd070b792ed3,80,true,10daf7c0-941a-42e9-8913-07cb65ad6e81
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35960a3e-5d72-482b-82ae-f8b068a65a4d,100,true,10daf7c0-941a-42e9-8913-07cb65ad6e81

‎export/theme_b_breaking_evaluation_results.csv

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theme_b_breaking_evaluation_results.__id,theme_b_breaking_evaluation_results.condition_id,make_form.__id,theme_b_breaking_evaluation_results.distance,theme_b_breaking_evaluation_results.duration,theme_b_breaking_evaluation_results.uneven_wear,theme_b_breaking_evaluation_results.squeal_sound,theme_b_breaking_evaluation_results.date,theme_b_breaking_evaluation_results.image
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制動性能評価.結果ID,制動性能評価.条件ID,成形.ID,制動性能評価.制動距離,制動性能評価.制動時間,制動性能評価.偏摩耗,制動性能評価.スキール音,制動性能評価.実施日,制動性能評価.参考画像
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text,text,text,number,number,boolean,number,date,number
4+
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29+
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30+
5ea3c8fd-f025-44b9-ae34-57b3a2a3a78d,35960a3e-5d72-482b-82ae-f8b068a65a4d,5a1e704e-c53e-4b91-b7f4-74782f9bf153,19,18.2,false,14,2024/6/7,
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‎export/theme_b_carbon_black.csv

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theme_b_carbon_black.__id,theme_b_carbon_black.name,theme_b_carbon_black.param1,theme_b_carbon_black.param2,theme_b_carbon_black.maker
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カーボンブラック.ID,カーボンブラック.名前,カーボンブラック.物性1,カーボンブラック.物性2,カーボンブラック.製造元
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text,text,number,number,text
4+
1c9acec0-fe04-4c11-960e-ef1c50edb503,carbon_black1,100,38,ef47e88b-c316-4503-9e62-1597778a72c0
5+
b29bd7a2-a6d5-4c0a-b0a0-24c6e878d681,carbon_black2,120,40,1ac9039b-ac81-4b9c-8f22-3c285adcb508
6+
1be837e0-a159-4e95-9cfb-f06ada79e8cc,carbon_black3,98,42,838ec269-6d25-4f14-81bd-b09e14da4ade
7+
c9b28d45-c80c-4bdc-b8d2-ad75fb67c403,carbon_black4,121,39,24cbf099-108a-4ce1-a6c9-4f96e636734d
8+
38dbf93a-5ae1-4a70-a671-ec6533a1b2a5,carbon_black5,94.5,36,eacb7a51-9eb4-45e1-932c-72711fea02c1

‎export/theme_b_make_form.csv

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theme_b_make_form.__id,dependencyDevStep.__id,theme_b_make_form.tread_width,theme_b_make_form.carcass_length
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成形.ID,前工程.ID,成形.トレッド幅,成形.カーカス長
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text,text,number,number
4+
3277d707-df85-4444-b3ef-10b988e005a6,2ed6f86e-9e23-4baa-ae57-33ef1817e160,225,450
5+
82a44f81-0f9e-43ed-8b42-3b774a5a3124,e51ee3f1-2ef9-4685-9bb1-717dedecd32a,225,450
6+
b51ad19f-34dd-4e2d-971e-31494e5b0b7f,7ffb28c8-ad14-42f2-938b-c83bc2c2eae9,225,450
7+
193a304b-2e7b-4b01-8bb2-6aff8ff7df5f,f56206b8-1766-4d3e-85f9-3eea07661c45,225,450
8+
0542caed-ebe0-47c2-8a9e-ec9dc137853c,66c2148c-df73-4896-b4b0-5e83aedb3f7a,225,450
9+
229d1635-2af7-4bab-9c14-c610a7cc9aaf,2ed6f86e-9e23-4baa-ae57-33ef1817e160,230,450
10+
5a1e704e-c53e-4b91-b7f4-74782f9bf153,e51ee3f1-2ef9-4685-9bb1-717dedecd32a,230,450
11+
d9a8b647-4591-46f5-a6d5-a8d10b74c81b,7ffb28c8-ad14-42f2-938b-c83bc2c2eae9,230,450
12+
39109815-1f26-41d3-ad70-50201cc2c674,f56206b8-1766-4d3e-85f9-3eea07661c45,230,450
13+
1dd85480-95d5-4383-b998-0709e6eaf020,66c2148c-df73-4896-b4b0-5e83aedb3f7a,230,450

‎export/theme_b_maker.csv

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theme_b_maker.__id,theme_b_maker.name
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製造元.ID,製造元.社名
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text,text
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ef47e88b-c316-4503-9e62-1597778a72c0,Aidemy
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1ac9039b-ac81-4b9c-8f22-3c285adcb508,Bidemy
6+
838ec269-6d25-4f14-81bd-b09e14da4ade,Cidemy
7+
24cbf099-108a-4ce1-a6c9-4f96e636734d,Didemy
8+
eacb7a51-9eb4-45e1-932c-72711fea02c1,Eidemy

‎export/theme_b_recipe_material_amounts.csv

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theme_b_recipe_material_amounts.__id,theme_b_recipe_material_amounts.__sub_recipe_id,theme_b_recipe_material_amounts.__master_name,theme_b_recipe_material_amounts.__master_id,theme_b_recipe_material_amounts.amount
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レシピ.ID,レシピ.サブレシピID,レシピ.材料マスタ,レシピ.材料マスタID,レシピ.分量
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text,text,text,text,text
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137bb1d9-4132-4044-9e30-1463f5967079,b12cd3a9-2b87-4aea-964a-4e64f4bdf0cc,theme_b_rubber,aa610527-eb34-4430-bbc0-fb1bbfb3f27d,100
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e770e3ca-6721-4b13-af09-7fc991c99110,b12cd3a9-2b87-4aea-964a-4e64f4bdf0cc,theme_b_carbon_black,c9b28d45-c80c-4bdc-b8d2-ad75fb67c403,50
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f0a33669-3b15-41e4-9783-9294c33fdd1f,45c3aafd-d8ed-418f-8ac4-60a6bacc4e06,theme_b_rubber,aa610527-eb34-4430-bbc0-fb1bbfb3f27d,80
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be83a8c0-5999-4362-b8de-828ab10491d6,45c3aafd-d8ed-418f-8ac4-60a6bacc4e06,theme_b_carbon_black,c9b28d45-c80c-4bdc-b8d2-ad75fb67c403,70
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3113a3ab-8c50-416f-9131-bbbc5feb3887,07c6f1a1-2032-40dc-9f3e-b8102915a981,theme_b_rubber,aa610527-eb34-4430-bbc0-fb1bbfb3f27d,70
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67ea7357-874d-4d5f-af35-d3311773ae68,07c6f1a1-2032-40dc-9f3e-b8102915a981,theme_b_carbon_black,c9b28d45-c80c-4bdc-b8d2-ad75fb67c403,40
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62551a2c-c73d-411f-8b47-cfd559cff1c5,07c6f1a1-2032-40dc-9f3e-b8102915a981,theme_b_carbon_black,1be837e0-a159-4e95-9cfb-f06ada79e8cc,40
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7846d7de-588d-4f6b-8aa5-9c4e14fe36d7,f0c69b4b-235b-446b-ba8d-13a210cfd19d,theme_b_rubber,aa610527-eb34-4430-bbc0-fb1bbfb3f27d,50
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9f2f5325-8702-4f28-8c6a-aadabd35c6b5,f0c69b4b-235b-446b-ba8d-13a210cfd19d,theme_b_carbon_black,c9b28d45-c80c-4bdc-b8d2-ad75fb67c403,20
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94521e16-662b-492f-bae3-d4ca0280a471,f0c69b4b-235b-446b-ba8d-13a210cfd19d,theme_b_carbon_black,1be837e0-a159-4e95-9cfb-f06ada79e8cc,30
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3f8d58c5-3b99-48b6-90f3-f3189d90da98,f0c69b4b-235b-446b-ba8d-13a210cfd19d,theme_b_rubber,df2225e3-67d4-4670-9dcb-5bfd0e42bc7b,50
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51e1fd6b-20ff-4413-857e-1af5eb0fe1e8,f5047c36-d953-459f-b681-464fd43b2c1d,theme_b_carbon_black,c9b28d45-c80c-4bdc-b8d2-ad75fb67c403,50
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a0defa20-c751-4510-b879-99343c9a8d98,f5047c36-d953-459f-b681-464fd43b2c1d,theme_b_rubber,df2225e3-67d4-4670-9dcb-5bfd0e42bc7b,100
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72ae2e2f-3b3f-4138-b0b9-6524daed796f,71cf5a34-ecf5-4481-828d-ab48b00ec23d,theme_b_rubber,df2225e3-67d4-4670-9dcb-5bfd0e42bc7b,30
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6acef913-c0b8-4872-8a5f-8f8bdb0d05d3,71cf5a34-ecf5-4481-828d-ab48b00ec23d,theme_b_carbon_black,b29bd7a2-a6d5-4c0a-b0a0-24c6e878d681,10
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0d0d1771-d0b8-47ac-989e-87ffa52147fa,09687ba8-6c96-4d74-a83d-bd875bbc73d5,theme_b_rubber,df2225e3-67d4-4670-9dcb-5bfd0e42bc7b,30
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41a65d10-350f-4b28-ad50-48357e691db7,09687ba8-6c96-4d74-a83d-bd875bbc73d5,theme_b_carbon_black,1c9acec0-fe04-4c11-960e-ef1c50edb503,10
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6d4a71bb-52d7-4c6e-bec7-d92bf071bfc1,ca89ec11-ef1f-4141-8826-9fef6ab8739d,theme_b_rubber,df2225e3-67d4-4670-9dcb-5bfd0e42bc7b,20
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671affa3-666f-4dd0-a24e-c8bd607710fb,ca89ec11-ef1f-4141-8826-9fef6ab8739d,theme_b_carbon_black,1c9acec0-fe04-4c11-960e-ef1c50edb503,15

‎export/theme_b_recipe_recipes.csv

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theme_b_recipe_recipes.__id,theme_b_recipe_recipes.__recipe_name,project.__id,theme_b_recipe_recipes.temp,theme_b_recipe_recipes.additive
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レシピ.ID,レシピ.レシピ名,プロジェクト.ID,レシピ.温度,レシピ.添加剤
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text,text,text,number,boolean
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2ed6f86e-9e23-4baa-ae57-33ef1817e160,レシピ1,df9d5402-218b-4d0d-87f0-c486340896ea,150,true
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e51ee3f1-2ef9-4685-9bb1-717dedecd32a,レシピ2,df9d5402-218b-4d0d-87f0-c486340896ea,150,false
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7ffb28c8-ad14-42f2-938b-c83bc2c2eae9,レシピ3,df9d5402-218b-4d0d-87f0-c486340896ea,200,true
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f56206b8-1766-4d3e-85f9-3eea07661c45,レシピ4,df9d5402-218b-4d0d-87f0-c486340896ea,200,false
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66c2148c-df73-4896-b4b0-5e83aedb3f7a,レシピ5,df9d5402-218b-4d0d-87f0-c486340896ea,120,true

‎export/theme_b_recipe_sub_recipes.csv

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theme_b_recipe_sub_recipes.__id,theme_b_recipe_recipes.__id,theme_b_recipe_sub_recipes.__name,theme_b_recipe_sub_recipes.additive
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レシピ.サブレシピID,レシピ.レシピID,レシピ.サブレシピ名,レシピ.添加剤
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text,text,text,boolean
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b12cd3a9-2b87-4aea-964a-4e64f4bdf0cc,2ed6f86e-9e23-4baa-ae57-33ef1817e160,配合ステップ1,false
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45c3aafd-d8ed-418f-8ac4-60a6bacc4e06,e51ee3f1-2ef9-4685-9bb1-717dedecd32a,配合ステップ1,false
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07c6f1a1-2032-40dc-9f3e-b8102915a981,7ffb28c8-ad14-42f2-938b-c83bc2c2eae9,配合ステップ1,true
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f0c69b4b-235b-446b-ba8d-13a210cfd19d,f56206b8-1766-4d3e-85f9-3eea07661c45,配合ステップ1,true
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f5047c36-d953-459f-b681-464fd43b2c1d,66c2148c-df73-4896-b4b0-5e83aedb3f7a,配合ステップ1,false
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71cf5a34-ecf5-4481-828d-ab48b00ec23d,2ed6f86e-9e23-4baa-ae57-33ef1817e160,配合ステップ2,true
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a0a85502-aca2-4efa-bdac-4631b9366b35,e51ee3f1-2ef9-4685-9bb1-717dedecd32a,配合ステップ2,false
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09687ba8-6c96-4d74-a83d-bd875bbc73d5,7ffb28c8-ad14-42f2-938b-c83bc2c2eae9,配合ステップ2,true
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200a639c-4973-4f4a-ac13-b4d90870232e,f56206b8-1766-4d3e-85f9-3eea07661c45,配合ステップ2,false
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ca89ec11-ef1f-4141-8826-9fef6ab8739d,66c2148c-df73-4896-b4b0-5e83aedb3f7a,配合ステップ2,true

‎export/theme_b_rubber.csv

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theme_b_rubber.__id,theme_b_rubber.name,theme_b_rubber.param1,theme_b_rubber.param2,theme_b_rubber.maker
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ゴム.ID,ゴム.名前,ゴム.物性1,ゴム.物性2,ゴム.製造元
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text,text,number,number,text
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aa610527-eb34-4430-bbc0-fb1bbfb3f27d,rubber1,50,12,ef47e88b-c316-4503-9e62-1597778a72c0
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df2225e3-67d4-4670-9dcb-5bfd0e42bc7b,rubber2,80,11.5,1ac9039b-ac81-4b9c-8f22-3c285adcb508
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00c40efd-3a6b-46fd-9d9b-89c3af0b277c,rubber3,88,22.1,838ec269-6d25-4f14-81bd-b09e14da4ade
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5c7bcbc8-9dd6-4757-b29d-c3643c07612a,rubber4,90,18.6,24cbf099-108a-4ce1-a6c9-4f96e636734d
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4f581462-34b2-40b5-9488-0de1b17ec7de,rubber5,56.3,11,eacb7a51-9eb4-45e1-932c-72711fea02c1

‎export/theme_b_vehicle.csv

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theme_b_vehicle.__id,theme_b_vehicle.name,theme_b_vehicle.weight
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試験車両.ID,試験車両.車体番号,試験車両.車体重量
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text,text,number
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b63d5516-89ad-4f19-b98d-da67d1de5d97,001,1200
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10daf7c0-941a-42e9-8913-07cb65ad6e81,002,1480

‎img/サンプルコードの開き方.png

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‎libs/combine.py

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import pandas as pd
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def merge_columns_df(df: pd.DataFrame, target_keys: list[str], merged_key: str) -> pd.DataFrame:
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"""
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target_keysで指定された列を結合し、新しくmerged_keyで指定された列を作成する。
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同じ行の中でNaNではない値が存在する場合はそれを採用する、そのため欠損値がNaN以外の場合は動作しない。
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複数の列でNaN以外が存在する場合は、target_keysのインデックスが小さい値が優先される。
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また関数が実行されると、引数で渡されたdfの元の変数も書き換わる。
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ex.
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--- code ---
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df = pd.DataFrame({
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'a': [1, 2, 3],
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'b': [4, NaN, 6],
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'c': [NaN, 8, NaN]
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})
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merge_columns_df(df, ['b', 'c'], 'd')
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print(df)
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--- output ---
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0 a d
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1 1 4
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2 2 8
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3 3 6
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"""
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def merge_value(row: pd.Series) -> str:
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return list(filter(lambda v: not pd.isna(v), [row[k] for k in target_keys]))[0]
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df[merged_key] = df.apply(merge_value, axis=1)
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df.drop(target_keys, axis=1, inplace=True)
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return df

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