├── environment.yml ├── README.md └── LICENSE /environment.yml: -------------------------------------------------------------------------------- 1 | name: polars 2 | channels: 3 | - defaults 4 | - conda-forge 5 | dependencies: 6 | - python=3.8 7 | - pip 8 | # BASICS 9 | - numpy 10 | - pandas 11 | - jupyterlab 12 | - pip: 13 | - polars 14 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Polars vs Pandas 2 | 3 | Comparing [Polars] to [Pandas] and a small introduction. 4 | 5 | # Installation 6 | 7 | In order to set up the necessary environment: 8 | 9 | 1. review and uncomment what you need in `environment.yml` and create an environment `polars` with the help of [conda]: 10 | ``` 11 | conda env create -f environment.yml 12 | ``` 13 | 2. activate the new environment with: 14 | ``` 15 | conda activate polars 16 | ``` 17 | 3. call `jupyter lab` to start the [Jupyter] environment and open the [pl_vs_pd notebook](pl_vs_pd.ipynb). 18 | 19 | [conda]: https://docs.conda.io/ 20 | [Jupyter]: https://jupyter.org/ 21 | [Polars]: https://pola-rs.github.io/polars-book/user-guide/index.html 22 | [Pandas]: https://pandas.pydata.org/ 23 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2021 Florian Wilhelm 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. 22 | --------------------------------------------------------------------------------