92 lines
2.5 KiB
Python
92 lines
2.5 KiB
Python
import datetime
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import decimal
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from django.utils import timezone
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from django.utils.translation import ugettext_lazy as _
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from orchestra import plugins
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class DataMethod(plugins.Plugin, metaclass=plugins.PluginMount):
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""" filters and computes dataset usage """
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def filter(self, dataset):
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""" Filter the dataset to get the relevant data according to the period """
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raise NotImplementedError
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def compute_usage(self, dataset):
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""" given a dataset computes its usage according to the method (avg, sum, ...) """
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raise NotImplementedError
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class Last(DataMethod):
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name = 'last'
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verbose_name = _("Last value")
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def filter(self, dataset):
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try:
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return dataset.order_by('object_id', '-id').distinct('object_id')
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except MonitorData.DoesNotExist:
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return dataset.none()
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def compute_usage(self, dataset):
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# FIXME Aggregation of 0s returns None! django bug?
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# value = dataset.aggregate(models.Sum('value'))['value__sum']
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values = dataset.values_list('value', flat=True)
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if values:
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return sum(values)
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return None
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class MonthlySum(Last):
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name = 'monthly-sum'
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verbose_name = _("Monthly Sum")
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def filter(self, dataset):
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today = timezone.now()
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return dataset.filter(
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created_at__year=today.year,
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created_at__month=today.month
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)
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class MonthlyAvg(MonthlySum):
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name = 'monthly-avg'
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verbose_name = _("Monthly AVG")
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def get_epoch(self):
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today = timezone.now()
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return datetime(
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year=today.year,
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month=today.month,
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day=1,
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tzinfo=timezone.utc
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)
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def compute_usage(self, dataset):
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result = 0
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try:
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last = dataset.latest()
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except dataset.model.DoesNotExist:
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return result
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epoch = self.get_epoch()
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total = (last.created_at-epoch).total_seconds()
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ini = epoch
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for data in dataset:
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slot = (data.created_at-ini).total_seconds()
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result += data.value * decimal.Decimal(str(slot/total))
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ini = data.created_at
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return result
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class Last10DaysAvg(MonthlyAvg):
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name = 'last-10-days-avg'
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verbose_name = _("Last 10 days AVG")
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days = 10
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def get_epoch(self):
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today = timezone.now()
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return today - datetime.timedelta(days=self.days)
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def filter(self, dataset):
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return dataset.filter(created_at__gt=self.get_epoch())
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