def create_location_type_endpoints_detection(tree_data: List[Dict[str, Any]],
year: str) -> None:
# ***
#
dat = _location_type(tree_data)
write_endpoint_data(dat, ENDPOINT_GROUP, "tree_count_location_type", year)
# ***
#
dat = _osm_keys(tree_data)
write_endpoint_data(dat, ENDPOINT_GROUP, "tree_count_osm_keys", year)
def create_location_type_endpoints_inventory(
tree_data_2017: List[Dict[str, Any]],
tree_data_2020: List[Dict[str, Any]]) -> None:
# ***
#
dat = _location_type(tree_data_2020)
write_endpoint_data(dat, ENDPOINT_GROUP, "tree_count_location_type")
dat = _location_type(tree_data_2017)
write_endpoint_data(dat, ENDPOINT_GROUP, "cut_tree_count_location_type")
# ***
#
dat = _osm_keys(tree_data_2020)
write_endpoint_data(dat, ENDPOINT_GROUP, "tree_count_osm_keys")
dat = _osm_keys(tree_data_2017)
write_endpoint_data(dat, ENDPOINT_GROUP, "cut_tree_count_osm_keys")
def create_agegroup_endpoints_inventory(
tree_data_2017: List[Dict[str, Any]],
tree_data_2020: List[Dict[str, Any]]) -> None:
# ***
#
dat = _count_trees(tree_data_2020, False)
write_endpoint_data(dat, ENDPOINT_GROUP, "tree_count")
dat = _count_trees(tree_data_2020, True)
write_endpoint_data(dat, ENDPOINT_GROUP, "tree_count_with_predictions")
# ***
#
dat = _count_trees(tree_data_2017, False)
write_endpoint_data(dat, ENDPOINT_GROUP, "cut_tree_count")
dat = _count_trees(tree_data_2017, True)
write_endpoint_data(dat, ENDPOINT_GROUP, "cut_tree_count_with_predictions")
# ***
#
dat = _count_age_group_by_district(tree_data_2020, False)
write_endpoint_data(dat, ENDPOINT_GROUP, "districts")
dat = _count_age_group_by_district(tree_data_2020, True)
write_endpoint_data(dat, ENDPOINT_GROUP, "districts_with_predictions")
# ***
#
dat = _count_age_group_by_genus(tree_data_2020, False)
write_endpoint_data(dat, ENDPOINT_GROUP, "genus")
dat = _count_age_group_by_genus(tree_data_2020, True)
write_endpoint_data(dat, ENDPOINT_GROUP, "genus_with_predictions")
# ***
#
dat = _count_age_group_by_object_type(tree_data_2020, False)
write_endpoint_data(dat, ENDPOINT_GROUP, "object_type")
dat = _count_age_group_by_object_type(tree_data_2020, True)
write_endpoint_data(dat, ENDPOINT_GROUP, "object_type_with_predictions")
def create_districts_endpoints_inventory(tree_data_2017: List[Dict[str, Any]], tree_data_2020: List[Dict[str, Any]]) -> None:
# ***
#
dat = _count_trees(tree_data_2020)
write_endpoint_data(dat, ENDPOINT_GROUP, "tree_count")
# ***
#
dat = _count_trees(tree_data_2017)
write_endpoint_data(dat, ENDPOINT_GROUP, "cut_tree_count")
# ***
#
dat = _count_district_by_genus(tree_data_2020, False)
write_endpoint_data(dat, ENDPOINT_GROUP, "genus")
dat = _count_district_by_genus(tree_data_2020, True)
write_endpoint_data(dat, ENDPOINT_GROUP, "genus_with_predictions")
dat = _count_district_by_genus(tree_data_2017, False)
write_endpoint_data(dat, ENDPOINT_GROUP, "cut_tree_genus")
dat = _count_district_by_genus(tree_data_2017, True)
write_endpoint_data(dat, ENDPOINT_GROUP, "cut_tree_genus_with_predictions")
# ***
#
dat = _count_district_by_age_group(tree_data_2020, False)
write_endpoint_data(dat, ENDPOINT_GROUP, "age_groups")
dat = _count_district_by_age_group(tree_data_2020, True)
write_endpoint_data(dat, ENDPOINT_GROUP, "age_groups_with_predictions")
dat = _count_district_by_age_group(tree_data_2017, False)
write_endpoint_data(dat, ENDPOINT_GROUP, "cut_tree_age_groups")
dat = _count_district_by_age_group(tree_data_2017, True)
write_endpoint_data(dat, ENDPOINT_GROUP, "cut_tree_age_groups_with_predictions")
# ***
#
# dat = _count_neighbours_radius_50(tree_data_2020)
# write_endpoint_data(dat, ENDPOINT_GROUP, "density_neighbours_radius_50")
# ***
#
dat = _count_district_by_object_type(tree_data_2020)
write_endpoint_data(dat, ENDPOINT_GROUP, "object_type")
def create_genus_endpoints_inventory(
tree_data_2017: List[Dict[str, Any]],
tree_data_2020: List[Dict[str, Any]]) -> None:
# ***
#
dat = _count_trees(tree_data_2020, False)
write_endpoint_data(dat, ENDPOINT_GROUP, "tree_count")
dat = _count_trees(tree_data_2020, True)
write_endpoint_data(dat, ENDPOINT_GROUP, "tree_count_with_prediction")
# ***
#
dat = _count_trees(tree_data_2017, False)
write_endpoint_data(dat, ENDPOINT_GROUP, "cut_tree_count")
dat = _count_trees(tree_data_2017, True)
write_endpoint_data(dat, ENDPOINT_GROUP, "cut_tree_count_with_prediction")
# ***
#
dat = _count_genus_by_district(tree_data_2020, False)
write_endpoint_data(dat, ENDPOINT_GROUP, "district")
dat = _count_genus_by_district(tree_data_2020, True)
write_endpoint_data(dat, ENDPOINT_GROUP, "district_with_prediction")
# ***
#
dat = _count_genus_by_age_group(tree_data_2020, False)
write_endpoint_data(dat, ENDPOINT_GROUP, "age_groups")
dat = _count_genus_by_age_group(tree_data_2020, True)
write_endpoint_data(dat, ENDPOINT_GROUP, "age_groups_with_prediction")
# ***
#
dat = _bole_radius_count_year_planting(tree_data_2020, False)
write_endpoint_data(dat, ENDPOINT_GROUP,
"ground_truth_bole_radius_year_planting")
dat = _bole_radius_count_year_planting(tree_data_2020, True)
write_endpoint_data(dat, ENDPOINT_GROUP,
"regression_bole_radius_year_sprout")
def create_meta_endpoints_inventory(
tree_data_2017: List[Dict[str, Any]],
tree_data_2020: List[Dict[str, Any]]) -> None:
# ***
#
dat = _districts_suburbs(tree_data_2020)
write_endpoint_data(dat, ENDPOINT_GROUP, "districts_suburbs")
# ***
#
dat = _suburb_district(tree_data_2020)
write_endpoint_data(dat, ENDPOINT_GROUP, "suburbs_districts")
# ***
#
dat = _genus_name_german(tree_data_2020)
write_endpoint_data(dat, ENDPOINT_GROUP, "genus_name_german")
# ***
#
dat = _genus_name_german_genus(tree_data_2020)
write_endpoint_data(dat, ENDPOINT_GROUP, "name_german_genus")
# ***
#
dat = _genus_species_name_german(tree_data_2020)
write_endpoint_data(dat, ENDPOINT_GROUP, "genus_species_name_german")
# ***
#
dat = _species_name_german(tree_data_2020)
write_endpoint_data(dat, ENDPOINT_GROUP, "species_name_german")
# ***
#
dat = _species_name_german_genus(tree_data_2020)
write_endpoint_data(dat, ENDPOINT_GROUP, "species_name_german_genus")
dat = _species_name_german_species(tree_data_2020)
write_endpoint_data(dat, ENDPOINT_GROUP, "species_name_german_species")
# ***
#
dat = _genus_species_name_german_tree(tree_data_2020)
write_endpoint_data(dat, ENDPOINT_GROUP, "taxonomy")
# ***
#
dat = _district_data_completeness(tree_data_2020)
write_endpoint_data(dat, ENDPOINT_GROUP, "district_data_completeness")
dat = _suburb_data_completeness(tree_data_2020)
write_endpoint_data(dat, ENDPOINT_GROUP, "suburb_data_completeness")
# ***
#
dat = _completeness(tree_data_2020)
write_endpoint_data(dat, ENDPOINT_GROUP, "data_completeness")
# ***
#
dat = _overall_count(tree_data_2017, tree_data_2020)
write_endpoint_data(dat, ENDPOINT_GROUP, "overall_tree_count")