Source code for eoreader.bands.bands

# -*- coding: utf-8 -*-
# Copyright 2023, SERTIT-ICube - France, https://sertit.unistra.fr/
# This file is part of eoreader project
#     https://github.com/sertit/eoreader
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
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""" Bands """
# Lines too long
# pylint: disable=C0301
import copy
from abc import abstractmethod
from collections.abc import MutableMapping

from sertit import misc
from sertit.misc import ListEnum

from eoreader.stac import ASSET_ROLE, DESCRIPTION, GSD, ID, NAME, REFLECTANCE


# ---------------------- BAND OBJECTS ----------------------
[docs]class Band: """ Band object. Based on STAC band object. See `here <https://github.com/stac-extensions/eo/#band-object>`_ for more information. """
[docs] def __init__(self, eoreader_name=None, **kwargs): misc.check_mandatory_keys(kwargs, [NAME, ID]) self.name = kwargs.get(NAME) """ STAC :code:`name`. This is typically the name the data provider uses for the band. It should be treated like an 'id', to identify that a particular band used in several assets represents the same band (all the other fields should be the same as well). It is also recommended that clients use this name for display, potentially in conjunction with the common name. """ self.id = kwargs.get(ID) """ ID of the band, used to retrieve the band file or the band number in the stack. """ self.eoreader_name = None """ Mapping between EOReader names and STAC common names """ self.common_name = None """ STAC :code:`common_name`. The band's common_name is the name that is commonly used to refer to that band's spectral properties. None if not existing. """ self.description = kwargs.get(DESCRIPTION, "") """ STAC :code:`description`. Description to fully explain the band. CommonMark 0.29 syntax MAY be used for rich text representation. """ self.gsd = kwargs.get(GSD) """ GSD of the band (in meters) """ self.asset_role = kwargs.get(ASSET_ROLE, REFLECTANCE) """ Asset role, as described in the best-practices paragraph. """ self.spyndex_name = None """ Spyndex standard name, can be found here: https://awesome-ee-spectral-indices.readthedocs.io/en/latest/ """
def _to_repr(self) -> list: """ Returns a representation of the product as a list Returns: list: Representation of the product """ # Mandatory fields repr_str = [ f"eoreader.{self.__class__.__name__} '{self.name}'", "Attributes:", f"\tid: {self.id}", ] # Optional fields for attr in ["eoreader_name", "common_name", "gsd", "asset_role"]: if getattr(self, attr) is not None: attr_str = getattr(self, attr) if isinstance(attr_str, ListEnum): attr_str = attr_str.value if attr == "gsd": repr_str.append(f"\t{attr} (m): {attr_str}") else: repr_str.append(f"\t{attr}: {attr_str}") # Specific to constellation repr_str += self._to_repr_constellation_specific() # Final: description if self.description: repr_str.append(f"\tdescription: {self.description}") return repr_str @abstractmethod def _to_repr_constellation_specific(self) -> list: """ Representation specific to the constellation Returns: list: Representation list (constellation specific) """ raise NotImplementedError def __repr__(self): return "\n".join(self._to_repr())
[docs] def update(self, **kwargs) -> "Band": new_band = copy.copy(self) for key, val in kwargs.items(): if hasattr(new_band, key): setattr(new_band, key, val) return new_band
# ---------------------- BAND MAP OBJECTS ----------------------
[docs]class BandMap(MutableMapping): """Super bands class, used as a dict"""
[docs] def __init__(self, *args, **kwargs): self._band_map = dict() self.update(dict(*args, **kwargs)) # use the free update to set keys
def __getitem__(self, key): return self._band_map[key] def __setitem__(self, key, value): self._band_map[key] = value def __delitem__(self, key): del self._band_map[key] def __iter__(self): return iter(self._band_map) def __len__(self): return len(self._band_map) def __repr__(self): band_repr = [ band.__repr__() for band in self._band_map.values() if band is not None ] return "\n".join(band_repr)