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A Python library and command line tool to manipulate raster and vector GIS data in a DGGS (rHEALPix for now).

Project description

DGGSTools

DOI

A python library (see the latest version API docs and command line tool to manipulate raster and vector GIS data in the spatial framework provided by a DGGS (rHEALPix for now).

Requirements

  • Python 3.10 or higher
  • pip for installing Python packages

Install the package and the command line tool

  1. If you want the latest stable version (which is in PyPi):
pip install dggstools
  1. If you prefer the latest non-stable version, you can download the latest package released on the GitHub Repository:
pip install ./name-of-the-file-you-have-downloaded.whl
  1. In any case, once installed you can run dggstools in the command line:
dggstools --help

And you will see something like this:

Usage: dggstools [OPTIONS] COMMAND [ARGS]...                                                                                                                          
                                                                                                                                                                       
╭─ Options ───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╮
│ --install-completion          Install completion for the current shell.                                                                                             │
│ --show-completion             Show completion for the current shell, to copy it or customize the installation.                                                      │
│ --help                        Show this message and exit.                                                                                                           │
╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯
╭─ Commands ──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╮
│ print-ras-rhpx-metadata  Takes a GeoTIFF file produced by dggstools and prints the metadata that dggstools stores in it. This metadata are necessary to store some  │
│                          rHEALPix system specific information.                                                                                                      │
│ print-vec-rhpx-metadata  Takes a GeoPackage file produced by dggstools and prints the metadata that dggstools stores in it. This metadata are necessary to store    │
│                          some rHEALPix system specific information, and some other information that can be useful if you want the original raster file back.        │
│ ras-rhpx-to-vec-rhpx     Transforms a rHEALPix GeoTIFF dataset produced by dggstools to a vector dataset in the GeoPackage format.                                  │
│ ras-to-rhpx-ras          Transforms a raster dataset in a common GIS format and reference system to a rHEALPix GeoTIFF. This includes: warping to the rHEALPix      │
│                          projection, resampling to one of the allowed rHEALPix resolutions (which depend on the rHEALPix system being used) and aligning to that    │
│                          rHEALPix grid.                                                                                                                             │
│ vec-ras-area-error       Takes a vector file and a rasterized rHEALPix version (as produced by the vec-to-rhpx-ras command) and:  - measures the area of each       │
│                          geometry in vector file;  - compares each of these areas with the areas of the cells which correspond to that geometry in the vector file. │
│                          This is an experimental, not thoroughly tested and barely documented command, and should be used just for testing purposes.                │
│ vec-rhpx-to-ras-rhpx     Transforms a vector dataset in rHEALPix produced by dggstools with the ras-rhpx-to-vec-rhpx command, to a raster dataset in GeoTIFF which  │
│                          is very similar to the one that was used as the original input to that operation.                                                          │
│ vec-to-rhpx-ras          Transforms a vector dataset with polygons in a common GIS format and reference system to a rHEALPix GeoTIFF. This GeoTIFF has a            │
│                          rasterization of the polygons following the constraints of the rHEALPix system (projection, valid resolution and grid alignment).          │
╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯ 

Installation with Docker

We provide a Docker file for simplifying deployment and ensuring consistency across different development environments.

Build the image with:

docker build -t dggstools .

Run the tests with:

docker run --rm dggstools python -m unittest discover -s tests -p '*.py'

Installation from sources

To install dggstools, you can follow these steps right after you clone the Git repository (in its root directory):

  1. Update the build tools:
pip install --upgrade pip          
pip install --upgrade build
pip install --upgrade wheel
  1. Install the dependencies and build the dggstools package:
pip install .
  1. Run the provided tests to see if everything is working (optional)

The package dggstools uses the unittest framework for testing. All the necessary data to run the tests are also included in the repository.

python -m unittest discover -s tests/data_tests -p '*.py'

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