|
| 1 | +from django.utils import timezone |
| 2 | + |
| 3 | + |
| 4 | +def aggregate_statuses(statuses): |
| 5 | + """ |
| 6 | + Returns device stats by minimum, maximum and average values for today. |
| 7 | + """ |
| 8 | + today = timezone.now().date() |
| 9 | + statuses = statuses.filter(created_at__date=today) |
| 10 | + |
| 11 | + aggregates = {} |
| 12 | + for status in statuses: |
| 13 | + for key, value in status.status.items(): |
| 14 | + if isinstance(value, dict): |
| 15 | + if key not in aggregates: |
| 16 | + aggregates[key] = {} |
| 17 | + for subkey, subvalue in value.items(): |
| 18 | + if subkey not in aggregates[key]: |
| 19 | + aggregates[key][subkey] = { |
| 20 | + 'minimum': subvalue, |
| 21 | + 'maximum': subvalue |
| 22 | + } |
| 23 | + else: |
| 24 | + aggregates[key][subkey]['minimum'] = min( |
| 25 | + aggregates[key][subkey]['minimum'], subvalue |
| 26 | + ) |
| 27 | + aggregates[key][subkey]['maximum'] = max( |
| 28 | + aggregates[key][subkey]['maximum'], subvalue |
| 29 | + ) |
| 30 | + aggregates[key][subkey]['average'] = ( |
| 31 | + aggregates[key][subkey]['minimum'] + |
| 32 | + aggregates[key][subkey]['maximum'] |
| 33 | + ) / 2 |
| 34 | + else: |
| 35 | + if key not in aggregates: |
| 36 | + aggregates[key] = {'minimum': value, 'maximum': value} |
| 37 | + else: |
| 38 | + aggregates[key]['minimum'] = min(aggregates[key]['minimum'], value) |
| 39 | + aggregates[key]['maximum'] = max(aggregates[key]['maximum'], value) |
| 40 | + aggregates[key]['average'] = ( |
| 41 | + aggregates[key]['minimum'] + aggregates[key]['maximum'] |
| 42 | + ) / 2 |
| 43 | + return aggregates |
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