zulip/analytics/models.py

131 lines
4.9 KiB
Python

import datetime
from typing import Optional
from django.db import models
from django.db.models import Q, UniqueConstraint
from zerver.lib.timestamp import floor_to_day
from zerver.models import Realm, Stream, UserProfile
class FillState(models.Model):
property: str = models.CharField(max_length=40, unique=True)
end_time: datetime.datetime = models.DateTimeField()
# Valid states are {DONE, STARTED}
DONE = 1
STARTED = 2
state: int = models.PositiveSmallIntegerField()
def __str__(self) -> str:
return f"<FillState: {self.property} {self.end_time} {self.state}>"
# The earliest/starting end_time in FillState
# We assume there is at least one realm
def installation_epoch() -> datetime.datetime:
earliest_realm_creation = Realm.objects.aggregate(models.Min('date_created'))['date_created__min']
return floor_to_day(earliest_realm_creation)
def last_successful_fill(property: str) -> Optional[datetime.datetime]:
fillstate = FillState.objects.filter(property=property).first()
if fillstate is None:
return None
if fillstate.state == FillState.DONE:
return fillstate.end_time
return fillstate.end_time - datetime.timedelta(hours=1)
class BaseCount(models.Model):
# Note: When inheriting from BaseCount, you may want to rearrange
# the order of the columns in the migration to make sure they
# match how you'd like the table to be arranged.
property: str = models.CharField(max_length=32)
subgroup: Optional[str] = models.CharField(max_length=16, null=True)
end_time: datetime.datetime = models.DateTimeField()
value: int = models.BigIntegerField()
class Meta:
abstract = True
class InstallationCount(BaseCount):
class Meta:
# Handles invalid duplicate InstallationCount data
constraints = [
UniqueConstraint(
fields=["property", "subgroup", "end_time"],
condition=Q(subgroup__isnull=False),
name='unique_installation_count'),
UniqueConstraint(
fields=["property", "end_time"],
condition=Q(subgroup__isnull=True),
name='unique_installation_count_null_subgroup')
]
def __str__(self) -> str:
return f"<InstallationCount: {self.property} {self.subgroup} {self.value}>"
class RealmCount(BaseCount):
realm = models.ForeignKey(Realm, on_delete=models.CASCADE)
class Meta:
# Handles invalid duplicate RealmCount data
constraints = [
UniqueConstraint(
fields=["realm", "property", "subgroup", "end_time"],
condition=Q(subgroup__isnull=False),
name='unique_realm_count'),
UniqueConstraint(
fields=["realm", "property", "end_time"],
condition=Q(subgroup__isnull=True),
name='unique_realm_count_null_subgroup')
]
index_together = ["property", "end_time"]
def __str__(self) -> str:
return f"<RealmCount: {self.realm} {self.property} {self.subgroup} {self.value}>"
class UserCount(BaseCount):
user = models.ForeignKey(UserProfile, on_delete=models.CASCADE)
realm = models.ForeignKey(Realm, on_delete=models.CASCADE)
class Meta:
# Handles invalid duplicate UserCount data
constraints = [
UniqueConstraint(
fields=["user", "property", "subgroup", "end_time"],
condition=Q(subgroup__isnull=False),
name='unique_user_count'),
UniqueConstraint(
fields=["user", "property", "end_time"],
condition=Q(subgroup__isnull=True),
name='unique_user_count_null_subgroup')
]
# This index dramatically improves the performance of
# aggregating from users to realms
index_together = ["property", "realm", "end_time"]
def __str__(self) -> str:
return f"<UserCount: {self.user} {self.property} {self.subgroup} {self.value}>"
class StreamCount(BaseCount):
stream = models.ForeignKey(Stream, on_delete=models.CASCADE)
realm = models.ForeignKey(Realm, on_delete=models.CASCADE)
class Meta:
# Handles invalid duplicate StreamCount data
constraints = [
UniqueConstraint(
fields=["stream", "property", "subgroup", "end_time"],
condition=Q(subgroup__isnull=False),
name='unique_stream_count'),
UniqueConstraint(
fields=["stream", "property", "end_time"],
condition=Q(subgroup__isnull=True),
name='unique_stream_count_null_subgroup')
]
# This index dramatically improves the performance of
# aggregating from streams to realms
index_together = ["property", "realm", "end_time"]
def __str__(self) -> str:
return f"<StreamCount: {self.stream} {self.property} {self.subgroup} {self.value} {self.id}>"