Support aggregating local authority clusters

This applies some heuristics to try and keep the overall list of
areas short when many are selected in the same wider area.

Currently we only have relationship information between upper and
lower tier local authorities, so we can't / won't aggregate up to
Greater London (it's own special thing) or whole countries.
This commit is contained in:
Ben Thorner
2021-08-24 15:49:46 +01:00
parent 2d912cef42
commit bcfa21428f
3 changed files with 119 additions and 2 deletions

View File

@@ -1,9 +1,12 @@
from collections import defaultdict
from app.broadcast_areas.models import CustomBroadcastArea
def aggregate_areas(areas):
areas = _convert_custom_areas_to_wards(areas)
areas = _aggregate_wards_by_local_authority(areas)
areas = _aggregate_lower_tier_authorities(areas)
return areas
@@ -24,3 +27,39 @@ def _aggregate_wards_by_local_authority(areas):
area.parent if area.id.startswith('wd20-')
else area for area in areas
}
def _aggregate_lower_tier_authorities(areas):
results = set()
clusters = _cluster_lower_tier_authorities(areas)
for cluster in clusters:
# always keep lone area as itself
if len(cluster) == 1:
results |= set(cluster)
# aggregate multi-area cluster
elif len(cluster) > 3:
results |= {cluster[0].parent}
# aggregate many small clusters
elif len(clusters) > 1:
area = cluster[0]
results |= {area.parent or area}
# keep one small cluster in full
else:
results |= set(cluster)
return results
def _cluster_lower_tier_authorities(areas):
result = defaultdict(lambda: [])
for area in areas:
# group lower tier authorities by "county"
if area.id.startswith('lad20-') and area.parent:
result[area.parent] += [area]
# leave countries, unitary authorities as-is
else:
result[area] = [area]
return result.values()