def item2dataset(stacservice, item_filter, mapper: Stac2ODCMapper,
**kwargs) -> None:
"""Function to convert a STAC Collection JSON to ODC Dataset YAML
Args:
stacservice (stac.collection.Collection): An Collection
item_filter (dict): A dict with behavior definitions
mapper (stac2odc.mapper.Stac2ODCMapper): An mapper to convert STAC collection to ODC Datasets
See:
See the BDC STAC catalog for more information on the collections available
(http://brazildatacube.dpi.inpe.br/bdc-stac/0.8.0/)
"""
if kwargs['verbose']:
logger.info("item2dataset is running!")
total_items = 0
limit = STAC_ITEM_PER_PAGE
max_items = kwargs['max_items']
if kwargs['verbose']:
logger.info("Collecting information from STAC...")
for page in range(1, STAC_MAX_PAGE + 1):
if max_items is not None and max_items == total_items:
break
if limit > (max_items - total_items):
limit = (max_items - total_items)
collection = stacservice.collection(item_filter["collections"][0])
features = stacservice.search({
**item_filter,
**{
"page": page,
"limit": limit
}
}).features
if len(features) == 0:
break
# Multiple dataset is ignored!
odc_items = mapper.map_dataset(collection, features, **kwargs)
total_items += len(odc_items)
if kwargs['verbose']:
logger.info('Saving page {}'.format(page))
for odc_item in odc_items:
with open(
'{}.yaml'.format(
os.path.join(kwargs['outpath'], odc_item['id'])),
'w') as _file:
yaml.dump(odc_item, _file)
if kwargs['verbose']:
logger.info("Finished!")
def collection2product(collection: Collection, mapper: Stac2ODCMapper,
**kwargs) -> OrderedDict:
"""Function to convert a STAC Collection JSON to ODC Product YAML
Args:
collection (stac.collection.Collection): An Collection
constants (dict): A dict with behavior definitions
mapper (stac2odc.mapper.Stac2ODCMapper): An mapper to convert STAC collection to ODC Products
See:
See the BDC STAC catalog for more information on the collections available
(http://brazildatacube.dpi.inpe.br/bdc-stac/0.8.0/)
"""
# ToDo: Add validators
return mapper.map_collection(collection, **kwargs)