Source code for polar2grid.enhancements.shared
#!/usr/bin/env python
# encoding: utf-8
# Copyright (C) 2021 Space Science and Engineering Center (SSEC),
# University of Wisconsin-Madison.
#
# This program is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
#
# This program is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU General Public License for more details.
#
# You should have received a copy of the GNU General Public License
# along with this program. If not, see <http://www.gnu.org/licenses/>.
#
# This file is part of the polar2grid software package. Polar2grid takes
# satellite observation data, remaps it, and writes it to a file format for
# input into another program.
# Documentation: http://www.ssec.wisc.edu/software/polar2grid/
"""Enhancement functions shared between multiple sensors."""
import numpy as np
from satpy.enhancements import colorize as _colorize
from satpy.enhancements import palettize as _palettize
from polar2grid.utils.config import get_polar2grid_home
[docs]
def temperature_difference(img, min_stretch, max_stretch, **kwargs):
"""Scale data linearly with a buffer on the edges for over limit data.
Basic behavior is to put -10 to 10 range into 5 to 205 with clipped data
set to 4 and 206.
"""
img.crude_stretch(min_stretch, max_stretch)
# we assume uint8 images for legacy AWIPS comparisons
offset = 1 / 255.0
factor = (205.0 - 5.0) / 255.0
img.data.data = img.data.data * factor
img.data.data = np.clip(img.data.data, -offset, factor + offset) # 4 and 206 offset
img.data.data = img.data.data + 5 * offset # lower bound of 5
return img
[docs]
def _parse_palettes_for_p2g_cmap(palettes: list):
for palette in palettes:
filename = palette.get("filename", "")
if not filename:
yield palette
continue
p2g_home = get_polar2grid_home()
filename = filename.replace("$POLAR2GRID_HOME", p2g_home)
filename = filename.replace("$GEO2GRID_HOME", p2g_home)
# if _is_awips_cmap(filename):
# color_arr = _get_awips_colors(filename)
# palette["colors"] = color_arr
# palette["color_scale"] = 1.0
# del palette["filename"]
# else:
palette["filename"] = filename
yield palette
# def _is_awips_cmap(cmap_filename: str) -> bool:
# if not cmap_filename.endswith(".cmap"):
# return False
# with open(cmap_filename, "r") as cmap_file:
# return "xml" in cmap_file.read()
#
#
# def _get_awips_colors(cmap_file: str) -> list[tuple[float, float, float]]:
# # TODO: If this is used, add it to the dependencies
# from defusedxml import ElementTree
#
# tree = ElementTree.parse(cmap_file)
# colors = [(float(c.get("r")), float(c.get("g")), float(c.get("b"))) for c in tree.findall("color")]
# return colors
[docs]
def colorize(img, **kwargs):
kwargs["palettes"] = list(_parse_palettes_for_p2g_cmap(kwargs["palettes"]))
return _colorize(img, **kwargs)
[docs]
def palettize(img, **kwargs):
kwargs["palettes"] = list(_parse_palettes_for_p2g_cmap(kwargs["palettes"]))
return _palettize(img, **kwargs)