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"" # 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) 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"" 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"" 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"" 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""