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analytics: Add table to keep track of fill state.
Adds two simplifying assumptions to how we process analytics stats: * Sets the atomic unit of work to: a stat processed at an hour boundary. * For any given stat, only allows these atomic units of work to be processed in chronological order. Adds a table FillState that, for each stat, keeps track of the last unit of work that was processed.
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@@ -1,13 +1,41 @@
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from django.db import models
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from django.utils import timezone
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from analytics.lib.interval import floor_to_day
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from zerver.models import Realm, UserProfile, Stream, Recipient
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from zerver.lib.str_utils import ModelReprMixin
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import datetime
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from six import text_type
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from typing import Optional, Tuple, Union
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from typing import Optional, Tuple, Union, Dict, Any
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from analytics.lib.interval import MIN_TIME
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class FillState(ModelReprMixin, models.Model):
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property = models.CharField(max_length=40, unique=True) # type: text_type
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end_time = models.DateTimeField() # type: datetime.datetime
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# Valid states are {DONE, STARTED}
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DONE = 1
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STARTED = 2
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state = models.PositiveSmallIntegerField() # type: int
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last_modified = models.DateTimeField(auto_now=True) # type: datetime.datetime
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def __unicode__(self):
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# type: () -> text_type
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return u"<FillState: %s %s %s>" % (self.property, self.end_time, self.state)
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def get_fill_state(property):
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# type: (text_type) -> Optional[Dict[str, Any]]
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try:
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return FillState.objects.filter(property = property).values('end_time', 'state')[0]
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except IndexError:
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return None
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# The earliest/starting end_time in FillState
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# We assume there is at least one realm
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def installation_epoch():
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# type: () -> datetime.datetime
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return floor_to_day(Realm.objects.aggregate(models.Min('date_created'))['date_created__min'])
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# would only ever make entries here by hand
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class Anomaly(ModelReprMixin, models.Model):
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