# -*- 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,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
"""
STAC object that will be passed as a `Product` attribute.
Implements STAC item and
`stable <https://github.com/radiantearth/stac-spec/blob/master/extensions/README.md#extension-maturity>_`
extensions:
- `STAC Item Specification <https://github.com/radiantearth/stac-spec/blob/master/item-spec/item-spec.md>`_
- Everything possible
- `STAC Electro-Optical Extension Specification <https://github.com/stac-extensions/eo/>`_
- Cloud coverage (if existing)
- `STAC Projection Extension Specification <https://github.com/stac-extensions/projection/>`_
- Projected (UTM) epsg, bbox, footprint, centroid...
- `STAC View Extension Specification <https://github.com/stac-extensions/view/>`_
- Sun angles
- Viewing position (in progress)
"""
from datetime import datetime
import geopandas as gpd
from sertit.vectors import WGS84
from eoreader import cache
from eoreader.stac import GSD, stac_utils
from eoreader.stac._stac_keywords import (
BBOX,
CONSTELLATION,
DATETIME,
GEOMETRY,
ID,
STAC_EXTENSIONS,
TITLE,
)
from eoreader.stac.stac_extensions import EoExt, ProjExt, ViewExt
from eoreader.stac.stac_utils import (
gdf_to_bbox,
gdf_to_geometry,
get_media_type,
repr_multiline_str,
)
SAR_STAC_EXTENSIONS = [
"https://stac-extensions.github.io/eo/v1.0.0/schema.json",
"https://stac-extensions.github.io/projection/v1.0.0/schema.json",
]
OPTICAL_STAC_EXTENSIONS = [
"https://stac-extensions.github.io/eo/v1.0.0/schema.json",
"https://stac-extensions.github.io/projection/v1.0.0/schema.json",
"https://stac-extensions.github.io/view/v1.0.0/schema.json",
]
[docs]class StacItem:
"""
Class of STAC object, mapping EOReader products to STAC Items.
Implements STAC Spec basic and extensions
"""
[docs] def __init__(self, prod, **kwargs):
self.eo = EoExt(prod, **kwargs)
"""
STAC Electro-Optical Extension Specification
"""
self.proj = ProjExt(prod, **kwargs)
"""
STAC Projection Extension Specification
"""
self.view = ViewExt(prod, **kwargs)
"""
STAC View Extension Specification
"""
self._prod = prod
# STAC fields
self.id = self._prod.condensed_name
self.datetime = self._prod.datetime
self.geometry = gdf_to_geometry(self.geometry_fct())
self.bbox = gdf_to_bbox(self.bbox_fct())
self.extensions = (
SAR_STAC_EXTENSIONS
if self._prod.sensor_type.value == "SAR"
else OPTICAL_STAC_EXTENSIONS
)
# Common mtd
self.gsd = self._prod.resolution
self.title = self._prod.condensed_name
self.constellation = self._prod.constellation.value.lower()
self.created = datetime.utcnow()
# Keep others as dict and set them into metadata properties
self.properties = {"tilename": prod.tile_name}
self.properties.update(kwargs)
"""
REQUIRED. A dictionary of additional metadata for the Item.
"""
[docs] @cache
def geometry_fct(self) -> gpd.GeoDataFrame:
if self._prod.is_ortho:
return self._prod.footprint().to_crs(WGS84)
else:
return self.bbox_fct()
[docs] @cache
def bbox_fct(self) -> gpd.GeoDataFrame:
return self._prod.extent().to_crs(WGS84)
[docs] @cache
def create_item(self):
try:
import pystac
except ImportError:
raise ImportError(
"You need to install 'pystac[validation]' to export your product to a STAC Item!"
)
# Item creation
item = pystac.Item(
id=self.id,
datetime=self.datetime,
geometry=self.geometry,
bbox=self.bbox,
properties=self.properties.copy(),
stac_extensions=self.extensions,
)
# Add assets
# TODO: manage S3 paths
# TODO: relative path ?
thumbnail_path = self._prod.get_quicklook_path()
if thumbnail_path:
item.add_asset(
"thumbnail",
pystac.Asset(
href=str(thumbnail_path), media_type=get_media_type(thumbnail_path)
),
)
# Add EO extension
self.eo.add_to_item(item)
# Add the PROJ extension
self.proj.add_to_item(item)
# Add the View extension
self.view.add_to_item(item)
stac_utils.fill_common_mtd(
item, self._prod, **{TITLE: self.title, GSD: self.gsd}
)
# Now that we've added all the metadata to the item,
# let's check the validator to make sure we've specified everything correctly.
# The validation logic will take into account the new extensions
# that have been enabled and validate against the proper schemas for those extensions
item.validate()
return item
def _to_repr(self) -> list:
"""
Get repr list.
Returns:
list: repr list
"""
repr_list = [
"STAC Item attributes:",
f"\t{ID}: {self.id}",
f"\t{CONSTELLATION}: {self.constellation}",
f"\t{GSD}: {self.gsd}",
f"\t{DATETIME}: {self.datetime}",
f"\t{GEOMETRY}:{repr_multiline_str(self.geometry, nof_tabs=2)}",
f"\t{BBOX}: {repr_multiline_str(self.bbox, nof_tabs=2)}",
f"\t{STAC_EXTENSIONS}: {repr_multiline_str(self.extensions, nof_tabs=2)}",
]
for key, val in self.properties.items():
if val is not None:
repr_list.append(f"\tproperties - {key}: {val}")
return repr_list
def __repr__(self):
repr_list = "\n".join(self._to_repr())
repr_list += "\n\n\t"
repr_list += "\n\t".join(self.eo._to_repr())
repr_list += "\n\t"
repr_list += "\n\t".join(self.proj._to_repr())
repr_list += "\n\t"
repr_list += "\n\t".join(self.view._to_repr())
return repr_list
