Climate Data Pipeline Installation

This package contains pipelines and utilities to systematically extract, format, and downscale data from ERA5 climate models and CMIP6 climate forecasts.

Developer Installation

Instructions using conda:

1. Clone this repository.

   Over ssh:

   git clone git@github.com:ihmeuw/climate-data.git
   

   Over https:

   git clone https://github.com/ihmeuw/climate-data.git
   

2. Create a new conda environment.

   conda create -n climate-data python=3.12
   conda activate climate-data
   

3. Install poetry and the project dependencies.

   pip install poetry
   cd climate-data
   poetry install
   

Pre-commit

pre-commit hooks run all the auto-formatting (ruff format), linters (e.g. ruff and mypy), and other quality checks to make sure the changeset is in good shape before a commit/push happens.

You can install the hooks with (runs for each commit):

pre-commit install

Or if you want them to run only for each push:

pre-commit install -t pre-push

Or if you want e.g. want to run all checks manually for all files:

poetry run pre-commit run --all-files

pre-commit is configured in the .pre-commit-config.yaml file in the repository root. All auto-formatting, linting, and other tooling is configured in the pyproject.toml file.