pypsa-eur/scripts/build_natura_raster.py
euronion 85c356297a Add logging to logfiles to all snakemake workflow scripts. (#102)
* Add logging to logfiles to all snakemake workflow scripts.

* Fix missing quotation marks in Snakefile.

* Apply suggestions from code review

Co-Authored-By: Fabian Neumann <fabian.neumann@outlook.de>

* Apply suggestions from code review

Co-Authored-By: Fabian Neumann <fabian.neumann@outlook.de>

* doc: fix _ec_ filenames in docs

* Allow logging message format to be specified in config.yaml.

* Add logging for Snakemake rule 'retrieve_databundle '.

* Add limited logging to STDERR only for retrieve_*.py scripts.

* Import progressbar module only on demand.

* Fix logging to file and enable concurrent printing to STDERR for most scripts.

* Add new 'logging_format' option to Travis CI test config.yaml.

* Add missing parenthesis (bug fix) and cross-os compatible paths.

* Fix typos in messages.

* Use correct log files for logging (bug fix).

* doc: fix line references

* config: logging_format in all configs

* doc: add doc for logging_format

* environment: update to powerplantmatching 0.4.3

* doc: update line references for tutorial.rst

* Change logging configuration scheme for config.yaml.

* Add helper function for doing basic logging configuration.

* Add logpath for prepare_links_p_nom rule.

* Outsource basic logging configuration for all scripts to _helper submodule.

* Update documentation for changed config.yaml structure.

Instead of 'logging_level' and 'logging_format', now 'logging' with subcategories is used.

* _helpers: Change configure_logging signature.
2019-11-28 08:22:52 +01:00

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1.7 KiB
Python

"""
Rasters the vector data of the `Natura 2000 <https://en.wikipedia.org/wiki/Natura_2000>`_ natural protection areas onto all cutout regions.
Relevant Settings
-----------------
.. code:: yaml
renewable:
{technology}:
cutout:
.. seealso::
Documentation of the configuration file ``config.yaml`` at
:ref:`renewable_cf`
Inputs
------
- ``data/bundle/natura/Natura2000_end2015.shp``: `Natura 2000 <https://en.wikipedia.org/wiki/Natura_2000>`_ natural protection areas.
.. image:: ../img/natura.png
:scale: 33 %
Outputs
-------
- ``resources/natura.tiff``: Rasterized version of `Natura 2000 <https://en.wikipedia.org/wiki/Natura_2000>`_ natural protection areas to reduce computation times.
.. image:: ../img/natura.png
:scale: 33 %
Description
-----------
"""
import logging
logger = logging.getLogger(__name__)
from _helpers import configure_logging
import numpy as np
import atlite
import geokit as gk
def determine_cutout_xXyY(cutout_name):
cutout = atlite.Cutout(cutout_name, cutout_dir="cutouts")
x, X, y, Y = cutout.extent
dx = (X - x) / (cutout.shape[1] - 1)
dy = (Y - y) / (cutout.shape[0] - 1)
return [x - dx/2., X + dx/2., y - dy/2., Y + dy/2.]
if __name__ == "__main__":
configure_logging(snakemake)
cutout_names = np.unique([res['cutout'] for res in snakemake.config['renewable'].values()])
xs, Xs, ys, Ys = zip(*(determine_cutout_xXyY(cutout) for cutout in cutout_names))
xXyY = min(xs), max(Xs), min(ys), max(Ys)
natura = gk.vector.loadVector(snakemake.input.natura)
extent = gk.Extent.from_xXyY(xXyY).castTo(3035).fit(100)
extent.rasterize(natura, pixelWidth=100, pixelHeight=100, output=snakemake.output[0])