├── .dockerignore ├── .gitignore ├── .jupyter └── jupyter_notebook_config.py ├── Dockerfile-Local ├── README.md ├── cookbook ├── Chapter 1 - Reading from a CSV.ipynb ├── Chapter 2 - Selecting data & finding the most common complaint type.ipynb ├── Chapter 3 - Which borough has the most noise complaints (or, more selecting data).ipynb ├── Chapter 4 - Find out on which weekday people bike the most with groupby and aggregate.ipynb ├── Chapter 6 - String Operations- Which month was the snowiest.ipynb ├── Chapter 7 - Cleaning up messy data.ipynb ├── Chapter 8 - How to deal with timestamps.ipynb └── Chapter 9 - Loading data from SQL databases.ipynb ├── data ├── 311-service-requests.csv ├── README.md ├── bikes.csv ├── popularity-contest ├── weather_2012.csv └── weather_2012.sqlite ├── images ├── function-completion.png ├── tab-4-times.png ├── tab-once.png └── tab-twice.png ├── requirements.txt └── runtime.txt /.dockerignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/escobar-west/polars-cookbook/HEAD/.dockerignore -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | .ipynb_checkpoints 2 | __pycache__ 3 | data/test_db.sqlite 4 | -------------------------------------------------------------------------------- /.jupyter/jupyter_notebook_config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/escobar-west/polars-cookbook/HEAD/.jupyter/jupyter_notebook_config.py -------------------------------------------------------------------------------- /Dockerfile-Local: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/escobar-west/polars-cookbook/HEAD/Dockerfile-Local -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/escobar-west/polars-cookbook/HEAD/README.md -------------------------------------------------------------------------------- /cookbook/Chapter 1 - Reading from a CSV.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/escobar-west/polars-cookbook/HEAD/cookbook/Chapter 1 - Reading from a CSV.ipynb -------------------------------------------------------------------------------- /cookbook/Chapter 2 - Selecting data & finding the most common complaint type.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/escobar-west/polars-cookbook/HEAD/cookbook/Chapter 2 - Selecting data & finding the most common complaint type.ipynb -------------------------------------------------------------------------------- /cookbook/Chapter 3 - Which borough has the most noise complaints (or, more selecting data).ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/escobar-west/polars-cookbook/HEAD/cookbook/Chapter 3 - Which borough has the most noise complaints (or, more selecting data).ipynb -------------------------------------------------------------------------------- /cookbook/Chapter 4 - Find out on which weekday people bike the most with groupby and aggregate.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/escobar-west/polars-cookbook/HEAD/cookbook/Chapter 4 - Find out on which weekday people bike the most with groupby and aggregate.ipynb -------------------------------------------------------------------------------- /cookbook/Chapter 6 - String Operations- Which month was the snowiest.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/escobar-west/polars-cookbook/HEAD/cookbook/Chapter 6 - String Operations- Which month was the snowiest.ipynb -------------------------------------------------------------------------------- /cookbook/Chapter 7 - Cleaning up messy data.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/escobar-west/polars-cookbook/HEAD/cookbook/Chapter 7 - Cleaning up messy data.ipynb -------------------------------------------------------------------------------- /cookbook/Chapter 8 - How to deal with timestamps.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/escobar-west/polars-cookbook/HEAD/cookbook/Chapter 8 - How to deal with timestamps.ipynb -------------------------------------------------------------------------------- /cookbook/Chapter 9 - Loading data from SQL databases.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/escobar-west/polars-cookbook/HEAD/cookbook/Chapter 9 - Loading data from SQL databases.ipynb -------------------------------------------------------------------------------- /data/311-service-requests.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/escobar-west/polars-cookbook/HEAD/data/311-service-requests.csv -------------------------------------------------------------------------------- /data/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/escobar-west/polars-cookbook/HEAD/data/README.md -------------------------------------------------------------------------------- /data/bikes.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/escobar-west/polars-cookbook/HEAD/data/bikes.csv -------------------------------------------------------------------------------- /data/popularity-contest: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/escobar-west/polars-cookbook/HEAD/data/popularity-contest -------------------------------------------------------------------------------- /data/weather_2012.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/escobar-west/polars-cookbook/HEAD/data/weather_2012.csv -------------------------------------------------------------------------------- /data/weather_2012.sqlite: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/escobar-west/polars-cookbook/HEAD/data/weather_2012.sqlite -------------------------------------------------------------------------------- /images/function-completion.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/escobar-west/polars-cookbook/HEAD/images/function-completion.png -------------------------------------------------------------------------------- /images/tab-4-times.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/escobar-west/polars-cookbook/HEAD/images/tab-4-times.png -------------------------------------------------------------------------------- /images/tab-once.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/escobar-west/polars-cookbook/HEAD/images/tab-once.png -------------------------------------------------------------------------------- /images/tab-twice.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/escobar-west/polars-cookbook/HEAD/images/tab-twice.png -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | polars=1.6.* 2 | pyarrow 3 | seaborn 4 | connectorx 5 | sqlalchemy 6 | -------------------------------------------------------------------------------- /runtime.txt: -------------------------------------------------------------------------------- 1 | python>=3.8 --------------------------------------------------------------------------------