zulip/zerver/models.py

from __future__ import absolute_import
from typing import Any, List, Set, Tuple, TypeVar, \
    Union, Optional, Sequence, AbstractSet
from typing.re import Match

from django.db import models
from django.db.models.query import QuerySet
from django.conf import settings
from django.contrib.auth.models import AbstractBaseUser, UserManager, \
    PermissionsMixin
from django.dispatch import receiver
from zerver.lib.cache import cache_with_key, flush_user_profile, flush_realm, \
    user_profile_by_id_cache_key, user_profile_by_email_cache_key, \
    generic_bulk_cached_fetch, cache_set, flush_stream, \
    display_recipient_cache_key, cache_delete, \
    get_stream_cache_key, active_user_dicts_in_realm_cache_key, \
    active_bot_dicts_in_realm_cache_key, active_user_dict_fields, \
    active_bot_dict_fields
from zerver.lib.utils import make_safe_digest, generate_random_token
from django.db import transaction
from zerver.lib.avatar import gravatar_hash, get_avatar_url
from zerver.lib.camo import get_camo_url
from django.utils import timezone
from django.contrib.sessions.models import Session
from zerver.lib.timestamp import datetime_to_timestamp
from django.db.models.signals import pre_save, post_save, post_delete
from django.core.validators import MinLengthValidator, RegexValidator
import zlib

from bitfield import BitField
from collections import defaultdict
from datetime import timedelta
import pylibmc
import re
import ujson
import logging
from six import text_type
import time
import datetime

bugdown = None # type: Any

MAX_SUBJECT_LENGTH = 60
MAX_MESSAGE_LENGTH = 10000

STREAM_NAMES = TypeVar('STREAM_NAMES', Sequence[str], AbstractSet[str])

# Doing 1000 remote cache requests to get_display_recipient is quite slow,
# so add a local cache as well as the remote cache cache.
per_request_display_recipient_cache = {} # type: Dict[int, List[Dict[text_type, Any]]]
def get_display_recipient_by_id(recipient_id, recipient_type, recipient_type_id):
    ## type: (int, int, int) -> Union[text_type, List[Dict[text_type, Any]]]
    if recipient_id not in per_request_display_recipient_cache:
        result = get_display_recipient_remote_cache(recipient_id, recipient_type, recipient_type_id)
        per_request_display_recipient_cache[recipient_id] = result
    return per_request_display_recipient_cache[recipient_id]

def get_display_recipient(recipient):
    ## type: (Recipient) -> Union[text_type, List[Dict[text_type, Any]]]
    return get_display_recipient_by_id(
            recipient.id,
            recipient.type,
            recipient.type_id
    )

def flush_per_request_caches():
    # type: () -> None
    global per_request_display_recipient_cache
    per_request_display_recipient_cache = {}
    global per_request_realm_filters_cache
    per_request_realm_filters_cache = {}

@cache_with_key(lambda *args: display_recipient_cache_key(args[0]),
                timeout=3600*24*7)
def get_display_recipient_remote_cache(recipient_id, recipient_type, recipient_type_id):
    ## type: (int, int, int) -> Union[text_type, List[Dict[text_type, Any]]]
    """
    returns: an appropriate object describing the recipient.  For a
    stream this will be the stream name as a string.  For a huddle or
    personal, it will be an array of dicts about each recipient.
    """
    if recipient_type == Recipient.STREAM:
        stream = Stream.objects.get(id=recipient_type_id)
        return stream.name

    # We don't really care what the ordering is, just that it's deterministic.
    user_profile_list = (UserProfile.objects.filter(subscription__recipient_id=recipient_id)
                                            .select_related()
                                            .order_by('email'))
    return [{'email': user_profile.email,
             'domain': user_profile.realm.domain,
             'full_name': user_profile.full_name,
             'short_name': user_profile.short_name,
             'id': user_profile.id,
             'is_mirror_dummy': user_profile.is_mirror_dummy,} for user_profile in user_profile_list]

def completely_open(domain):
    # type: (text_type) -> bool
    # This domain is completely open to everyone on the internet to
    # join. E-mail addresses do not need to match the domain and
    # an invite from an existing user is not required.
    realm = get_realm(domain)
    if not realm:
        return False
    return not realm.invite_required and not realm.restricted_to_domain

def get_unique_open_realm():
    # type: () -> Optional[Realm]
    # We only return a realm if there is a unique realm and it is completely open.
    realms = Realm.objects.filter(deactivated=False)
    if settings.VOYAGER:
        # On production installations, the "zulip.com" realm is an
        # empty realm just used for system bots, so don't include it
        # in this accounting.
        realms = realms.exclude(domain="zulip.com")
    if len(realms) != 1:
        return None
    realm = realms[0]
    if realm.invite_required or realm.restricted_to_domain:
        return None
    return realm

def get_realm_emoji_cache_key(realm):
    # type: (Realm) -> str
    return 'realm_emoji:%s' % (realm.id,)

class Realm(models.Model):
    # domain is a domain in the Internet sense. It must be structured like a
    # valid email domain. We use is to restrict access, identify bots, etc.
    domain = models.CharField(max_length=40, db_index=True, unique=True)
    # name is the user-visible identifier for the realm. It has no required
    # structure.
    name = models.CharField(max_length=40, null=True)
    restricted_to_domain = models.BooleanField(default=True)
    invite_required = models.BooleanField(default=False)
    invite_by_admins_only = models.BooleanField(default=False)
    create_stream_by_admins_only = models.BooleanField(default=False)
    mandatory_topics = models.BooleanField(default=False)
    show_digest_email = models.BooleanField(default=True)
    name_changes_disabled = models.BooleanField(default=False)

    date_created = models.DateTimeField(default=timezone.now)
    notifications_stream = models.ForeignKey('Stream', related_name='+', null=True, blank=True)
    deactivated = models.BooleanField(default=False)

    DEFAULT_NOTIFICATION_STREAM_NAME = 'announce'

    def __repr__(self):
        return (u"<Realm: %s %s>" % (self.domain, self.id)).encode("utf-8")
    def __str__(self):
        return self.__repr__()

    @cache_with_key(get_realm_emoji_cache_key, timeout=3600*24*7)
    def get_emoji(self):
        return get_realm_emoji_uncached(self)

    @property
    def deployment(self):
        try:
            return self._deployments.all()[0]
        except IndexError:
            return None

    @deployment.setter # type: ignore # https://github.com/python/mypy/issues/220
    def set_deployments(self, value):
        # type: (Any) -> None
        self._deployments = [value] # type: Any

    def get_admin_users(self):
        # type: () -> List[UserProfile]
        return UserProfile.objects.filter(realm=self, is_realm_admin=True,
                                          is_active=True).select_related()

    def get_active_users(self):
        # type: () -> List[UserProfile]
        return UserProfile.objects.filter(realm=self, is_active=True).select_related()

    class Meta(object):
        permissions = (
            ('administer', "Administer a realm"),
            ('api_super_user', "Can send messages as other users for mirroring"),
        )

post_save.connect(flush_realm, sender=Realm)

class RealmAlias(models.Model):
    realm = models.ForeignKey(Realm, null=True)
    domain = models.CharField(max_length=80, db_index=True, unique=True)

# These functions should only be used on email addresses that have
# been validated via django.core.validators.validate_email
#
# Note that we need to use some care, since can you have multiple @-signs; e.g.
# "tabbott@test"@zulip.com
# is valid email address
def email_to_username(email):
    # type: (text_type) -> text_type
    return "@".join(email.split("@")[:-1]).lower()

# Returns the raw domain portion of the desired email address
def split_email_to_domain(email):
    # type: (text_type) -> text_type
    return email.split("@")[-1].lower()

# Returns the domain, potentually de-aliased, for the realm
# that this user's email is in
def resolve_email_to_domain(email):
    # type: (text_type) -> text_type
    domain = split_email_to_domain(email)
    alias = alias_for_realm(domain)
    if alias is not None:
        domain = alias.realm.domain
    return domain

# Is a user with the given email address allowed to be in the given realm?
# (This function does not check whether the user has been invited to the realm.
# So for invite-only realms, this is the test for whether a user can be invited,
# not whether the user can sign up currently.)
def email_allowed_for_realm(email, realm):
    # type: (text_type, Realm) -> bool
    # Anyone can be in an open realm
    if not realm.restricted_to_domain:
        return True

    # Otherwise, domains must match (case-insensitively)
    email_domain = resolve_email_to_domain(email)
    return email_domain == realm.domain.lower()

def alias_for_realm(domain):
    # type: (text_type) -> Optional[RealmAlias]
    try:
        return RealmAlias.objects.get(domain=domain)
    except RealmAlias.DoesNotExist:
        return None

def remote_user_to_email(remote_user):
    # type: (text_type) -> text_type
    if settings.SSO_APPEND_DOMAIN is not None:
        remote_user += "@" + settings.SSO_APPEND_DOMAIN
    return remote_user

class RealmEmoji(models.Model):
    realm = models.ForeignKey(Realm)
    # Second part of the regex (negative lookbehind) disallows names ending with one of the punctuation characters
    name = models.TextField(validators=[MinLengthValidator(1),
                                        RegexValidator(regex=r'^[0-9a-zA-Z.\-_]+(?<![.\-_])$')])
    # URLs start having browser compatibility problem below 2000
    # characters, so 1000 seems like a safe limit.
    img_url = models.URLField(max_length=1000)

    class Meta(object):
        unique_together = ("realm", "name")

    def __str__(self):
        return "<RealmEmoji(%s): %s %s>" % (self.realm.domain, self.name, self.img_url)

def get_realm_emoji_uncached(realm):
    # type: (Realm) -> Dict[str, Dict[str, str]]
    d = {}
    for row in RealmEmoji.objects.filter(realm=realm):
        d[row.name] = dict(source_url=row.img_url,
                           display_url=get_camo_url(row.img_url))
    return d

def flush_realm_emoji(sender, **kwargs):
    # type: (Any, **Any) -> None
    realm = kwargs['instance'].realm
    cache_set(get_realm_emoji_cache_key(realm),
              get_realm_emoji_uncached(realm),
              timeout=3600*24*7)

post_save.connect(flush_realm_emoji, sender=RealmEmoji)
post_delete.connect(flush_realm_emoji, sender=RealmEmoji)

class RealmFilter(models.Model):
    realm = models.ForeignKey(Realm)
    pattern = models.TextField()
    url_format_string = models.TextField()

    class Meta(object):
        unique_together = ("realm", "pattern")

    def __str__(self):
        return "<RealmFilter(%s): %s %s>" % (self.realm.domain, self.pattern, self.url_format_string)

def get_realm_filters_cache_key(domain):
    # type: (str) -> str
    return 'all_realm_filters:%s' % (domain,)

# We have a per-process cache to avoid doing 1000 remote cache queries during page load
per_request_realm_filters_cache = {} # type: Dict[str, List[RealmFilter]]
def realm_filters_for_domain(domain):
    # type: (str) -> List[RealmFilter]
    domain = domain.lower()
    if domain not in per_request_realm_filters_cache:
        per_request_realm_filters_cache[domain] = realm_filters_for_domain_remote_cache(domain)
    return per_request_realm_filters_cache[domain]

@cache_with_key(get_realm_filters_cache_key, timeout=3600*24*7)
def realm_filters_for_domain_remote_cache(domain):
    # type: (str) -> List[Tuple[str, str]]
    filters = []
    for realm_filter in RealmFilter.objects.filter(realm=get_realm(domain)):
       filters.append((realm_filter.pattern, realm_filter.url_format_string))

    return filters

def all_realm_filters():
    # type: () -> Dict[str, List[Tuple[str, str]]]
    filters = defaultdict(list) # type: Dict[str, List[Tuple[str, str]]]
    for realm_filter in RealmFilter.objects.all():
       filters[realm_filter.realm.domain].append((realm_filter.pattern, realm_filter.url_format_string))

    return filters

def flush_realm_filter(sender, **kwargs):
    # type: (Any, **Any) -> None
    realm = kwargs['instance'].realm
    cache_delete(get_realm_filters_cache_key(realm.domain))
    try:
        per_request_realm_filters_cache.pop(realm.domain.lower())
    except KeyError:
        pass

post_save.connect(flush_realm_filter, sender=RealmFilter)
post_delete.connect(flush_realm_filter, sender=RealmFilter)

class UserProfile(AbstractBaseUser, PermissionsMixin):
    DEFAULT_BOT = 1

    # Fields from models.AbstractUser minus last_name and first_name,
    # which we don't use; email is modified to make it indexed and unique.
    email = models.EmailField(blank=False, db_index=True, unique=True)
    is_staff = models.BooleanField(default=False)
    is_active = models.BooleanField(default=True, db_index=True)
    is_realm_admin = models.BooleanField(default=False, db_index=True)
    is_bot = models.BooleanField(default=False, db_index=True)
    bot_type = models.PositiveSmallIntegerField(null=True, db_index=True)
    is_api_super_user = models.BooleanField(default=False, db_index=True)
    date_joined = models.DateTimeField(default=timezone.now)
    is_mirror_dummy = models.BooleanField(default=False)
    bot_owner = models.ForeignKey('self', null=True, on_delete=models.SET_NULL)

    USERNAME_FIELD = 'email'
    MAX_NAME_LENGTH = 100

    # Our custom site-specific fields
    full_name = models.CharField(max_length=MAX_NAME_LENGTH)
    short_name = models.CharField(max_length=MAX_NAME_LENGTH)
    # pointer points to Message.id, NOT UserMessage.id.
    pointer = models.IntegerField()
    last_pointer_updater = models.CharField(max_length=64)
    realm = models.ForeignKey(Realm)
    api_key = models.CharField(max_length=32)

    ### Notifications settings. ###

    # Stream notifications.
    enable_stream_desktop_notifications = models.BooleanField(default=False)
    enable_stream_sounds = models.BooleanField(default=False)

    # PM + @-mention notifications.
    enable_desktop_notifications = models.BooleanField(default=True)
    enable_sounds = models.BooleanField(default=True)
    enable_offline_email_notifications = models.BooleanField(default=True)
    enable_offline_push_notifications = models.BooleanField(default=True)

    enable_digest_emails = models.BooleanField(default=True)

    # Old notification field superseded by existence of stream notification
    # settings.
    default_desktop_notifications = models.BooleanField(default=True)

    ###

    last_reminder = models.DateTimeField(default=timezone.now, null=True)
    rate_limits = models.CharField(default="", max_length=100) # comma-separated list of range:max pairs

    # Default streams
    default_sending_stream = models.ForeignKey('zerver.Stream', null=True, related_name='+')
    default_events_register_stream = models.ForeignKey('zerver.Stream', null=True, related_name='+')
    default_all_public_streams = models.BooleanField(default=False)

    # UI vars
    enter_sends = models.NullBooleanField(default=True)
    autoscroll_forever = models.BooleanField(default=False)
    left_side_userlist = models.BooleanField(default=False)

    # display settings
    twenty_four_hour_time = models.BooleanField(default=False)

    # Hours to wait before sending another email to a user
    EMAIL_REMINDER_WAITPERIOD = 24
    # Minutes to wait before warning a bot owner that her bot sent a message
    # to a nonexistent stream
    BOT_OWNER_STREAM_ALERT_WAITPERIOD = 1

    AVATAR_FROM_GRAVATAR = 'G'
    AVATAR_FROM_USER = 'U'
    AVATAR_FROM_SYSTEM = 'S'
    AVATAR_SOURCES = (
            (AVATAR_FROM_GRAVATAR, 'Hosted by Gravatar'),
            (AVATAR_FROM_USER, 'Uploaded by user'),
            (AVATAR_FROM_SYSTEM, 'System generated'),
    )
    avatar_source = models.CharField(default=AVATAR_FROM_GRAVATAR, choices=AVATAR_SOURCES, max_length=1)

    TUTORIAL_WAITING  = 'W'
    TUTORIAL_STARTED  = 'S'
    TUTORIAL_FINISHED = 'F'
    TUTORIAL_STATES   = ((TUTORIAL_WAITING,  "Waiting"),
                         (TUTORIAL_STARTED,  "Started"),
                         (TUTORIAL_FINISHED, "Finished"))

    tutorial_status = models.CharField(default=TUTORIAL_WAITING, choices=TUTORIAL_STATES, max_length=1)
    # Contains serialized JSON of the form:
    #    [("step 1", true), ("step 2", false)]
    # where the second element of each tuple is if the step has been
    # completed.
    onboarding_steps = models.TextField(default=ujson.dumps([]))

    invites_granted = models.IntegerField(default=0)
    invites_used = models.IntegerField(default=0)

    alert_words = models.TextField(default=ujson.dumps([])) # json-serialized list of strings

    # Contains serialized JSON of the form:
    # [["social", "mit"], ["devel", "ios"]]
    muted_topics = models.TextField(default=ujson.dumps([]))

    objects = UserManager() # type: UserManager

    def can_admin_user(self, target_user):
        # type: (UserProfile) -> bool
        """Returns whether this user has permission to modify target_user"""
        if target_user.bot_owner == self:
            return True
        elif self.is_realm_admin and self.realm == target_user.realm:
            return True
        else:
            return False

    def last_reminder_tzaware(self):
        # type: () -> str
        if self.last_reminder is not None and timezone.is_naive(self.last_reminder):
            logging.warning("Loaded a user_profile.last_reminder for user %s that's not tz-aware: %s"
                              % (self.email, self.last_reminder))
            return self.last_reminder.replace(tzinfo=timezone.utc)

        return self.last_reminder

    def __repr__(self):
        return (u"<UserProfile: %s %s>" % (self.email, self.realm)).encode("utf-8")
    def __str__(self):
        return self.__repr__()

    @staticmethod
    def emails_from_ids(user_ids):
        # type: (Sequence[int]) -> Dict[int, text_type]
        rows = UserProfile.objects.filter(id__in=user_ids).values('id', 'email')
        return {row['id']: row['email'] for row in rows}

    def can_create_streams(self):
        # type: () -> bool
        if self.is_realm_admin or not self.realm.create_stream_by_admins_only:
            return True
        else:
            return False

def receives_offline_notifications(user_profile):
    # type: (UserProfile) -> bool
    return ((user_profile.enable_offline_email_notifications or
             user_profile.enable_offline_push_notifications) and
            not user_profile.is_bot)

# Make sure we flush the UserProfile object from our remote cache
# whenever we save it.
post_save.connect(flush_user_profile, sender=UserProfile)

class PreregistrationUser(models.Model):
    email = models.EmailField()
    referred_by = models.ForeignKey(UserProfile, null=True)
    streams = models.ManyToManyField('Stream')
    invited_at = models.DateTimeField(auto_now=True)

    # status: whether an object has been confirmed.
    #   if confirmed, set to confirmation.settings.STATUS_ACTIVE
    status = models.IntegerField(default=0)

    realm = models.ForeignKey(Realm, null=True)

class PushDeviceToken(models.Model):
    APNS = 1
    GCM = 2

    KINDS = (
        (APNS,  'apns'),
        (GCM,   'gcm'),
    )

    kind = models.PositiveSmallIntegerField(choices=KINDS)

    # The token is a unique device-specific token that is
    # sent to us from each device:
    #   - APNS token if kind == APNS
    #   - GCM registration id if kind == GCM
    token = models.CharField(max_length=4096, unique=True)
    last_updated = models.DateTimeField(auto_now=True)

    # The user who's device this is
    user = models.ForeignKey(UserProfile, db_index=True)

    # [optional] Contains the app id of the device if it is an iOS device
    ios_app_id = models.TextField(null=True)

class MitUser(models.Model):
    email = models.EmailField(unique=True)
    # status: whether an object has been confirmed.
    #   if confirmed, set to confirmation.settings.STATUS_ACTIVE
    status = models.IntegerField(default=0)

def generate_email_token_for_stream():
    # type: () -> str
    return generate_random_token(32)

class Stream(models.Model):
    MAX_NAME_LENGTH = 60
    name = models.CharField(max_length=MAX_NAME_LENGTH, db_index=True)
    realm = models.ForeignKey(Realm, db_index=True)
    invite_only = models.NullBooleanField(default=False)
    # Used by the e-mail forwarder. The e-mail RFC specifies a maximum
    # e-mail length of 254, and our max stream length is 30, so we
    # have plenty of room for the token.
    email_token = models.CharField(
        max_length=32, default=generate_email_token_for_stream)
    description = models.CharField(max_length=1024, default='')

    date_created = models.DateTimeField(default=timezone.now)
    deactivated = models.BooleanField(default=False)

    def __repr__(self):
        return (u"<Stream: %s>" % (self.name,)).encode("utf-8")
    def __str__(self):
        return self.__repr__()

    def is_public(self):
        # type: () -> bool
        # All streams are private at MIT.
        return self.realm.domain != "mit.edu" and not self.invite_only

    class Meta(object):
        unique_together = ("name", "realm")

    @classmethod
    def create(cls, name, realm):
        # type: (Any, str, Realm) -> Tuple[Stream, Recipient]
        stream = cls(name=name, realm=realm)
        stream.save()

        recipient = Recipient.objects.create(type_id=stream.id,
                                             type=Recipient.STREAM)
        return (stream, recipient)

    def num_subscribers(self):
        # type: () -> int
        return Subscription.objects.filter(
                recipient__type=Recipient.STREAM,
                recipient__type_id=self.id,
                user_profile__is_active=True,
                active=True
        ).count()

    # This is stream information that is sent to clients
    def to_dict(self):
        # type: () -> Dict[str, Any]
        return dict(name=self.name,
                    stream_id=self.id,
                    description=self.description,
                    invite_only=self.invite_only)

post_save.connect(flush_stream, sender=Stream)
post_delete.connect(flush_stream, sender=Stream)

def valid_stream_name(name):
    # type: (text_type) -> bool
    return name != ""

# The Recipient table is used to map Messages to the set of users who
# received the message.  It is implemented as a set of triples (id,
# type_id, type). We have 3 types of recipients: Huddles (for group
# private messages), UserProfiles (for 1:1 private messages), and
# Ttreams. The recipient table maps a globally unique recipient id
# (used by the Message table) to the type-specific unique id (the
# stream id, user_profile id, or huddle id).
class Recipient(models.Model):
    type_id = models.IntegerField(db_index=True)
    type = models.PositiveSmallIntegerField(db_index=True)
    # Valid types are {personal, stream, huddle}
    PERSONAL = 1
    STREAM = 2
    HUDDLE = 3

    class Meta(object):
        unique_together = ("type", "type_id")

    # N.B. If we used Django's choice=... we would get this for free (kinda)
    _type_names = {
        PERSONAL: 'personal',
        STREAM:   'stream',
        HUDDLE:   'huddle' }

    def type_name(self):
        # type: () -> str
        # Raises KeyError if invalid
        return self._type_names[self.type]

    def __repr__(self):
        display_recipient = get_display_recipient(self)
        return (u"<Recipient: %s (%d, %s)>" % (display_recipient, self.type_id, self.type)).encode("utf-8")

class Client(models.Model):
    name = models.CharField(max_length=30, db_index=True, unique=True)

    def __repr__(self):
        return u"<Client: %s>" % (self.name,)

get_client_cache = {} # type: Dict[str, Client]
def get_client(name):
    # type: (str) -> Client
    if name not in get_client_cache:
        result = get_client_remote_cache(name)
        get_client_cache[name] = result
    return get_client_cache[name]

def get_client_cache_key(name):
    # type: (str) -> str
    return 'get_client:%s' % (make_safe_digest(name),)

@cache_with_key(get_client_cache_key, timeout=3600*24*7)
def get_client_remote_cache(name):
    # type: (str) -> Client
    (client, _) = Client.objects.get_or_create(name=name)
    return client

# get_stream_backend takes either a realm id or a realm
@cache_with_key(get_stream_cache_key, timeout=3600*24*7)
def get_stream_backend(stream_name, realm):
    # type: (text_type, Realm) -> Stream
    if isinstance(realm, Realm):
        realm_id = realm.id
    else:
        realm_id = realm
    return Stream.objects.select_related("realm").get(
        name__iexact=stream_name.strip(), realm_id=realm_id)

def get_active_streams(realm):
    # type: (Realm) -> QuerySet
    """
    Return all streams (including invite-only streams) that have not been deactivated.
    """
    return Stream.objects.filter(realm=realm, deactivated=False)

# get_stream takes either a realm id or a realm
def get_stream(stream_name, realm):
    # type: (text_type, Union[int, Realm]) -> Optional[Stream]
    try:
        return get_stream_backend(stream_name, realm)
    except Stream.DoesNotExist:
        return None

def bulk_get_streams(realm, stream_names):
    # type: (Realm, STREAM_NAMES) -> Dict[text_type, Any]
    if isinstance(realm, Realm):
        realm_id = realm.id
    else:
        realm_id = realm

    def fetch_streams_by_name(stream_names):
        # This should be just
        #
        # Stream.objects.select_related("realm").filter(name__iexact__in=stream_names,
        #                                               realm_id=realm_id)
        #
        # But chaining __in and __iexact doesn't work with Django's
        # ORM, so we have the following hack to construct the relevant where clause
        if len(stream_names) == 0:
            return []
        upper_list = ", ".join(["UPPER(%s)"] * len(stream_names))
        where_clause = "UPPER(zerver_stream.name::text) IN (%s)" % (upper_list,)
        return get_active_streams(realm_id).select_related("realm").extra(
            where=[where_clause],
            params=stream_names)

    return generic_bulk_cached_fetch(lambda stream_name: get_stream_cache_key(stream_name, realm),
                                     fetch_streams_by_name,
                                     [stream_name.lower() for stream_name in stream_names],
                                     id_fetcher=lambda stream: stream.name.lower())

def get_recipient_cache_key(type, type_id):
    # type: (int, int) -> str
    return "get_recipient:%s:%s" % (type, type_id,)

@cache_with_key(get_recipient_cache_key, timeout=3600*24*7)
def get_recipient(type, type_id):
    # type: (int, int) -> Recipient
    return Recipient.objects.get(type_id=type_id, type=type)

def bulk_get_recipients(type, type_ids):
    # type: (int, List[int]) -> Dict[int, Any]
    def cache_key_function(type_id):
        return get_recipient_cache_key(type, type_id)
    def query_function(type_ids):
        return Recipient.objects.filter(type=type, type_id__in=type_ids)

    return generic_bulk_cached_fetch(cache_key_function, query_function, type_ids,
                                     id_fetcher=lambda recipient: recipient.type_id)

# NB: This function is currently unused, but may come in handy.
def linebreak(string):
    # type: (str) -> str
    return string.replace('\n\n', '<p/>').replace('\n', '<br/>')

def extract_message_dict(message_str):
    # type: (str) -> Dict[str, Any]
    return ujson.loads(zlib.decompress(message_str).decode("utf-8"))

def stringify_message_dict(message_dict):
    # type: (Dict[Any, Any]) -> str
    return zlib.compress(ujson.dumps(message_dict).encode("utf-8"))

def to_dict_cache_key_id(message_id, apply_markdown):
    # type: (int, bool) -> str
    return 'message_dict:%d:%d' % (message_id, apply_markdown)

def to_dict_cache_key(message, apply_markdown):
    # type: (Message, bool) -> str
    return to_dict_cache_key_id(message.id, apply_markdown)

class Message(models.Model):
    sender = models.ForeignKey(UserProfile)
    recipient = models.ForeignKey(Recipient)
    subject = models.CharField(max_length=MAX_SUBJECT_LENGTH, db_index=True)
    content = models.TextField()
    rendered_content = models.TextField(null=True)
    rendered_content_version = models.IntegerField(null=True)
    pub_date = models.DateTimeField('date published', db_index=True)
    sending_client = models.ForeignKey(Client)
    last_edit_time = models.DateTimeField(null=True)
    edit_history = models.TextField(null=True)
    has_attachment = models.BooleanField(default=False, db_index=True)
    has_image = models.BooleanField(default=False, db_index=True)
    has_link = models.BooleanField(default=False, db_index=True)


    def __repr__(self):
        display_recipient = get_display_recipient(self.recipient)
        return (u"<Message: %s / %s / %r>" % (display_recipient, self.subject, self.sender)).encode("utf-8")
    def __str__(self):
        return self.__repr__()

    def get_realm(self):
        # type: () -> Realm
        return self.sender.realm

    def render_markdown(self, content, domain=None):
        # type: (str, Optional[str]) -> str
        """Return HTML for given markdown. Bugdown may add properties to the
        message object such as `mentions_user_ids` and `mentions_wildcard`.
        These are only on this Django object and are not saved in the
        database.
        """
        global bugdown
        if bugdown is None:
            from zerver.lib import bugdown

        self.mentions_wildcard = False
        self.is_me_message = False
        self.mentions_user_ids = set() # type: Set[int]
        self.user_ids_with_alert_words = set() # type: Set[int]

        if not domain:
            domain = self.sender.realm.domain
        if self.sending_client.name == "zephyr_mirror" and domain == "mit.edu":
            # Use slightly customized Markdown processor for content
            # delivered via zephyr_mirror
            domain = "mit.edu/zephyr_mirror"
        rendered_content = bugdown.convert(content, domain, self)

        # For /me syntax, JS can detect the is_me_message flag
        # and do special rendering.
        if content.startswith('/me ') and '\n' not in content:
            if rendered_content.startswith('<p>') and rendered_content.endswith('</p>'):
                self.is_me_message = True

        return rendered_content

    def set_rendered_content(self, rendered_content, save = False):
        # type: (str, bool) -> bool
        """Set the content on the message.
        """
        global bugdown
        if bugdown is None:
            from zerver.lib import bugdown

        self.rendered_content = rendered_content
        self.rendered_content_version = bugdown.version

        if self.rendered_content is not None:
            if save:
                self.save_rendered_content()
            return True
        else:
            return False

    def save_rendered_content(self):
        # type: () -> None
        self.save(update_fields=["rendered_content", "rendered_content_version"])

    def maybe_render_content(self, domain, save = False):
        # type: (str, bool) -> bool
        """Render the markdown if there is no existing rendered_content"""
        global bugdown
        if bugdown is None:
            from zerver.lib import bugdown

        if Message.need_to_render_content(self.rendered_content, self.rendered_content_version):
            return self.set_rendered_content(self.render_markdown(self.content, domain), save)
        else:
            return True

    @staticmethod
    def need_to_render_content(rendered_content, rendered_content_version):
        # type: (str, int) -> bool
        return rendered_content is None or rendered_content_version < bugdown.version

    def to_dict(self, apply_markdown):
        # type: (bool) -> Dict[str, Any]
        return extract_message_dict(self.to_dict_json(apply_markdown))

    @cache_with_key(to_dict_cache_key, timeout=3600*24)
    def to_dict_json(self, apply_markdown):
        # type: (bool) -> str
        return stringify_message_dict(self.to_dict_uncached(apply_markdown))

    def to_dict_uncached(self, apply_markdown):
        # type: (bool) -> Dict[str, Any]
        return Message.build_message_dict(
                apply_markdown = apply_markdown,
                message = self,
                message_id = self.id,
                last_edit_time = self.last_edit_time,
                edit_history = self.edit_history,
                content = self.content,
                subject = self.subject,
                pub_date = self.pub_date,
                rendered_content = self.rendered_content,
                rendered_content_version = self.rendered_content_version,
                sender_id = self.sender.id,
                sender_email = self.sender.email,
                sender_realm_domain = self.sender.realm.domain,
                sender_full_name = self.sender.full_name,
                sender_short_name = self.sender.short_name,
                sender_avatar_source = self.sender.avatar_source,
                sender_is_mirror_dummy = self.sender.is_mirror_dummy,
                sending_client_name = self.sending_client.name,
                recipient_id = self.recipient.id,
                recipient_type = self.recipient.type,
                recipient_type_id = self.recipient.type_id,
        )

    @staticmethod
    def build_dict_from_raw_db_row(row, apply_markdown):
        # type: (Dict[str, Any], bool) -> Dict[str, Any]
        '''
        row is a row from a .values() call, and it needs to have
        all the relevant fields populated
        '''
        return Message.build_message_dict(
                apply_markdown = apply_markdown,
                message = None,
                message_id = row['id'],
                last_edit_time = row['last_edit_time'],
                edit_history = row['edit_history'],
                content = row['content'],
                subject = row['subject'],
                pub_date = row['pub_date'],
                rendered_content = row['rendered_content'],
                rendered_content_version = row['rendered_content_version'],
                sender_id = row['sender_id'],
                sender_email = row['sender__email'],
                sender_realm_domain = row['sender__realm__domain'],
                sender_full_name = row['sender__full_name'],
                sender_short_name = row['sender__short_name'],
                sender_avatar_source = row['sender__avatar_source'],
                sender_is_mirror_dummy = row['sender__is_mirror_dummy'],
                sending_client_name = row['sending_client__name'],
                recipient_id = row['recipient_id'],
                recipient_type = row['recipient__type'],
                recipient_type_id = row['recipient__type_id'],
        )

    @staticmethod
    def build_message_dict(
            apply_markdown,
            message,
            message_id,
            last_edit_time,
            edit_history,
            content,
            subject,
            pub_date,
            rendered_content,
            rendered_content_version,
            sender_id,
            sender_email,
            sender_realm_domain,
            sender_full_name,
            sender_short_name,
            sender_avatar_source,
            sender_is_mirror_dummy,
            sending_client_name,
            recipient_id,
            recipient_type,
            recipient_type_id,
    ):
        # type: (bool, Message, int, datetime.datetime, str, str, str, datetime.datetime, str, int, int, str, str, str, str, str, bool, str, int, int, int) -> Dict[str, Any]
        global bugdown
        if bugdown is None:
            from zerver.lib import bugdown

        avatar_url = get_avatar_url(sender_avatar_source, sender_email)

        display_recipient = get_display_recipient_by_id(
                recipient_id,
                recipient_type,
                recipient_type_id
        )

        if recipient_type == Recipient.STREAM:
            display_type = "stream"
        elif recipient_type in (Recipient.HUDDLE, Recipient.PERSONAL):
            display_type = "private"
            if len(display_recipient) == 1:
                # add the sender in if this isn't a message between
                # someone and his self, preserving ordering
                recip = {'email': sender_email,
                         'domain': sender_realm_domain,
                         'full_name': sender_full_name,
                         'short_name': sender_short_name,
                         'id': sender_id,
                         'is_mirror_dummy': sender_is_mirror_dummy}
                if recip['email'] < display_recipient[0]['email']:
                    display_recipient = [recip, display_recipient[0]]
                elif recip['email'] > display_recipient[0]['email']:
                    display_recipient = [display_recipient[0], recip]

        obj = dict(
            id                = message_id,
            sender_email      = sender_email,
            sender_full_name  = sender_full_name,
            sender_short_name = sender_short_name,
            sender_domain     = sender_realm_domain,
            sender_id         = sender_id,
            type              = display_type,
            display_recipient = display_recipient,
            recipient_id      = recipient_id,
            subject           = subject,
            timestamp         = datetime_to_timestamp(pub_date),
            gravatar_hash     = gravatar_hash(sender_email), # Deprecated June 2013
            avatar_url        = avatar_url,
            client            = sending_client_name)

        obj['subject_links'] = bugdown.subject_links(sender_realm_domain.lower(), subject)

        if last_edit_time != None:
            obj['last_edit_timestamp'] = datetime_to_timestamp(last_edit_time)
            obj['edit_history'] = ujson.loads(edit_history)

        if apply_markdown:
            if Message.need_to_render_content(rendered_content, rendered_content_version):
                if message is None:
                    # We really shouldn't be rendering objects in this method, but there is
                    # a scenario where we upgrade the version of bugdown and fail to run
                    # management commands to re-render historical messages, and then we
                    # need to have side effects.  This method is optimized to not need full
                    # blown ORM objects, but the bugdown renderer is unfortunately highly
                    # coupled to Message, and we also need to persist the new rendered content.
                    # If we don't have a message object passed in, we get one here.  The cost
                    # of going to the DB here should be overshadowed by the cost of rendering
                    # and updating the row.
                    message = Message.objects.select_related().get(id=message_id)

                # It's unfortunate that we need to have side effects on the message
                # in some cases.
                rendered_content = message.render_markdown(content, sender_realm_domain)
                message.set_rendered_content(rendered_content, True)

            if rendered_content is not None:
                obj['content'] = rendered_content
            else:
                obj['content'] = '<p>[Zulip note: Sorry, we could not understand the formatting of your message]</p>'

            obj['content_type'] = 'text/html'
        else:
            obj['content'] = content
            obj['content_type'] = 'text/x-markdown'

        return obj

    def to_log_dict(self):
        # type: () -> Dict[str, Any]
        return dict(
            id                = self.id,
            sender_id         = self.sender.id,
            sender_email      = self.sender.email,
            sender_domain     = self.sender.realm.domain,
            sender_full_name  = self.sender.full_name,
            sender_short_name = self.sender.short_name,
            sending_client    = self.sending_client.name,
            type              = self.recipient.type_name(),
            recipient         = get_display_recipient(self.recipient),
            subject           = self.subject,
            content           = self.content,
            timestamp         = datetime_to_timestamp(self.pub_date))

    @staticmethod
    def get_raw_db_rows(needed_ids):
        # type: (List[int]) -> List[Dict[str, Any]]
        # This is a special purpose function optimized for
        # callers like get_old_messages_backend().
        fields = [
            'id',
            'subject',
            'pub_date',
            'last_edit_time',
            'edit_history',
            'content',
            'rendered_content',
            'rendered_content_version',
            'recipient_id',
            'recipient__type',
            'recipient__type_id',
            'sender_id',
            'sending_client__name',
            'sender__email',
            'sender__full_name',
            'sender__short_name',
            'sender__realm__id',
            'sender__realm__domain',
            'sender__avatar_source',
            'sender__is_mirror_dummy',
        ]
        return Message.objects.filter(id__in=needed_ids).values(*fields)

    @classmethod
    def remove_unreachable(cls):
        # type: (Any) -> None
        """Remove all Messages that are not referred to by any UserMessage."""
        cls.objects.exclude(id__in = UserMessage.objects.values('message_id')).delete()

    def sent_by_human(self):
        # type: () -> bool
        sending_client = self.sending_client.name.lower()

        return (sending_client in ('zulipandroid', 'zulipios', 'zulipdesktop',
                                   'website', 'ios', 'android')) or \
                                   ('desktop app' in sending_client)

    @staticmethod
    def content_has_attachment(content):
        # type: (text_type) -> Match
        return re.search('[/\-]user[\-_]uploads[/\.-]', content)

    @staticmethod
    def content_has_image(content):
        # type: (text_type) -> bool
        return bool(re.search('[/\-]user[\-_]uploads[/\.-]\S+\.(bmp|gif|jpg|jpeg|png|webp)', content, re.IGNORECASE))

    @staticmethod
    def content_has_link(content):
        # type: (text_type) -> bool
        return 'http://' in content or 'https://' in content or '/user_uploads' in content

    def update_calculated_fields(self):
        # type: () -> None
        # TODO: rendered_content could also be considered a calculated field
        content = self.content
        self.has_attachment = bool(Message.content_has_attachment(content))
        self.has_image = bool(Message.content_has_image(content))
        self.has_link = bool(Message.content_has_link(content))

@receiver(pre_save, sender=Message)
def pre_save_message(sender, **kwargs):
    # type: (Any, **Any) -> None
    if kwargs['update_fields'] is None or "content" in kwargs['update_fields']:
        message = kwargs['instance']
        message.update_calculated_fields()

def get_context_for_message(message):
    # type: (Message) -> List[Message]
    return Message.objects.filter(
        recipient_id=message.recipient_id,
        subject=message.subject,
        id__lt=message.id,
        pub_date__gt=message.pub_date - timedelta(minutes=15),
    ).order_by('-id')[:10]


# Whenever a message is sent, for each user current subscribed to the
# corresponding Recipient object, we add a row to the UserMessage
# table, which has has columns (id, user profile id, message id,
# flags) indicating which messages each user has received.  This table
# allows us to quickly query any user's last 1000 messages to generate
# the home view.
#
# Additionally, the flags field stores metadata like whether the user
# has read the message, starred the message, collapsed or was
# mentioned the message, etc.
#
# UserMessage is the largest table in a Zulip installation, even
# though each row is only 4 integers.
class UserMessage(models.Model):
    user_profile = models.ForeignKey(UserProfile)
    message = models.ForeignKey(Message)
    # We're not using the archived field for now, but create it anyway
    # since this table will be an unpleasant one to do schema changes
    # on later
    ALL_FLAGS = ['read', 'starred', 'collapsed', 'mentioned', 'wildcard_mentioned',
                 'summarize_in_home', 'summarize_in_stream', 'force_expand', 'force_collapse',
                 'has_alert_word', "historical", 'is_me_message']
    flags = BitField(flags=ALL_FLAGS, default=0)

    class Meta(object):
        unique_together = ("user_profile", "message")

    def __repr__(self):
        display_recipient = get_display_recipient(self.message.recipient)
        return (u"<UserMessage: %s / %s (%s)>" % (display_recipient, self.user_profile.email, self.flags_list())).encode("utf-8")

    def flags_list(self):
        # type: () -> List[str]
        return [flag for flag in self.flags.keys() if getattr(self.flags, flag).is_set]

def parse_usermessage_flags(val):
    # type: (int) -> List[str]
    flags = []
    mask = 1
    for flag in UserMessage.ALL_FLAGS:
        if val & mask:
            flags.append(flag)
        mask <<= 1
    return flags

class Attachment(models.Model):
    MAX_FILENAME_LENGTH = 100
    file_name = models.CharField(max_length=MAX_FILENAME_LENGTH, db_index=True)
    # path_id is a storage location agnostic representation of the path of the file.
    # If the path of a file is http://localhost:9991/user_uploads/a/b/abc/temp_file.py
    # then its path_id will be a/b/abc/temp_file.py.
    path_id = models.TextField(db_index=True)
    owner = models.ForeignKey(UserProfile)
    messages = models.ManyToManyField(Message)
    create_time = models.DateTimeField(default=timezone.now, db_index=True)

    def __repr__(self):
        return (u"<Attachment: %s>" % (self.file_name))

    def is_claimed(self):
        # type: () -> bool
        return self.messages.count() > 0

    def get_url(self):
        # type: () -> str
        return "/user_uploads/%s" % (self.path_id)

def get_attachments_by_owner_id(uid):
    # type: (int) -> List[Attachment]
    return Attachment.objects.filter(owner=uid).select_related('owner')

def get_owners_from_file_name(file_name):
    # type: (str) -> List[Attachment]
    # The returned vaule will list of owners since different users can upload
    # same files with the same filename.
    return Attachment.objects.filter(file_name=file_name).select_related('owner')

def get_old_unclaimed_attachments(weeks_ago):
    # type: (int) -> List[Attachment]
    delta_weeks_ago = timezone.now() - datetime.timedelta(weeks=weeks_ago)
    old_attachments = Attachment.objects.filter(messages=None, create_time__lt=delta_weeks_ago)
    return old_attachments

class Subscription(models.Model):
    user_profile = models.ForeignKey(UserProfile)
    recipient = models.ForeignKey(Recipient)
    active = models.BooleanField(default=True)
    in_home_view = models.NullBooleanField(default=True)

    DEFAULT_STREAM_COLOR = "#c2c2c2"
    color = models.CharField(max_length=10, default=DEFAULT_STREAM_COLOR)

    desktop_notifications = models.BooleanField(default=True)
    audible_notifications = models.BooleanField(default=True)

    # Combination desktop + audible notifications superseded by the
    # above.
    notifications = models.BooleanField(default=False)

    class Meta(object):
        unique_together = ("user_profile", "recipient")

    def __repr__(self):
        return (u"<Subscription: %r -> %s>" % (self.user_profile, self.recipient)).encode("utf-8")
    def __str__(self):
        return self.__repr__()

@cache_with_key(user_profile_by_id_cache_key, timeout=3600*24*7)
def get_user_profile_by_id(uid):
    # type: (int) -> UserProfile
    return UserProfile.objects.select_related().get(id=uid)

@cache_with_key(user_profile_by_email_cache_key, timeout=3600*24*7)
def get_user_profile_by_email(email):
    # type: (text_type) -> UserProfile
    return UserProfile.objects.select_related().get(email__iexact=email.strip())

@cache_with_key(active_user_dicts_in_realm_cache_key, timeout=3600*24*7)
def get_active_user_dicts_in_realm(realm):
    # type: (Realm) -> List[Dict[str, Any]]
    return UserProfile.objects.filter(realm=realm, is_active=True) \
                              .values(*active_user_dict_fields)

@cache_with_key(active_bot_dicts_in_realm_cache_key, timeout=3600*24*7)
def get_active_bot_dicts_in_realm(realm):
    # type: (Realm) -> List[Dict[str, Any]]
    return UserProfile.objects.filter(realm=realm, is_active=True, is_bot=True) \
                              .values(*active_bot_dict_fields)

def get_owned_bot_dicts(user_profile, include_all_realm_bots_if_admin=True):
    # type: (UserProfile, bool) -> List[Dict[str, Any]]
    if user_profile.is_realm_admin and include_all_realm_bots_if_admin:
        result = get_active_bot_dicts_in_realm(user_profile.realm)
    else:
        result = UserProfile.objects.filter(realm=user_profile.realm, is_active=True, is_bot=True,
                                        bot_owner=user_profile).values(*active_bot_dict_fields)
    return [{'email': botdict['email'],
             'full_name': botdict['full_name'],
             'api_key': botdict['api_key'],
             'default_sending_stream': botdict['default_sending_stream__name'],
             'default_events_register_stream': botdict['default_events_register_stream__name'],
             'default_all_public_streams': botdict['default_all_public_streams'],
             'owner': botdict['bot_owner__email'],
             'avatar_url': get_avatar_url(botdict['avatar_source'], botdict['email']),
            }
            for botdict in result]

def get_prereg_user_by_email(email):
    # type: (str) -> PreregistrationUser
    # A user can be invited many times, so only return the result of the latest
    # invite.
    return PreregistrationUser.objects.filter(email__iexact=email.strip()).latest("invited_at")

# The Huddle class represents a group of individuals who have had a
# Group Private Message conversation together.  The actual membership
# of the Huddle is stored in the Subscription table just like with
# Streams, and a hash of that list is stored in the huddle_hash field
# below, to support efficiently mapping from a set of users to the
# corresponding Huddle object.
class Huddle(models.Model):
    # TODO: We should consider whether using
    # CommaSeparatedIntegerField would be better.
    huddle_hash = models.CharField(max_length=40, db_index=True, unique=True)

def get_huddle_hash(id_list):
    # type: (List[int]) -> str
    id_list = sorted(set(id_list))
    hash_key = ",".join(str(x) for x in id_list)
    return make_safe_digest(hash_key)

def huddle_hash_cache_key(huddle_hash):
    # type: (str) -> str
    return "huddle_by_hash:%s" % (huddle_hash,)

def get_huddle(id_list):
    # type: (List[int]) -> Huddle
    huddle_hash = get_huddle_hash(id_list)
    return get_huddle_backend(huddle_hash, id_list)

@cache_with_key(lambda huddle_hash, id_list: huddle_hash_cache_key(huddle_hash), timeout=3600*24*7)
def get_huddle_backend(huddle_hash, id_list):
    # type: (str, List[int]) -> Huddle
    (huddle, created) = Huddle.objects.get_or_create(huddle_hash=huddle_hash)
    if created:
        with transaction.atomic():
            recipient = Recipient.objects.create(type_id=huddle.id,
                                                 type=Recipient.HUDDLE)
            subs_to_create = [Subscription(recipient=recipient,
                                           user_profile=get_user_profile_by_id(user_profile_id))
                              for user_profile_id in id_list]
            Subscription.objects.bulk_create(subs_to_create)
    return huddle

def get_realm(domain):
    # type: (text_type) -> Optional[Realm]
    if not domain:
        return None
    try:
        return Realm.objects.get(domain__iexact=domain.strip())
    except Realm.DoesNotExist:
        return None

def clear_database():
    # type: () -> None
    pylibmc.Client(['127.0.0.1']).flush_all()
    model = None # type: Any
    for model in [Message, Stream, UserProfile, Recipient,
                  Realm, Subscription, Huddle, UserMessage, Client,
                  DefaultStream]:
        model.objects.all().delete()
    Session.objects.all().delete()

class UserActivity(models.Model):
    user_profile = models.ForeignKey(UserProfile)
    client = models.ForeignKey(Client)
    query = models.CharField(max_length=50, db_index=True)

    count = models.IntegerField()
    last_visit = models.DateTimeField('last visit')

    class Meta(object):
        unique_together = ("user_profile", "client", "query")

class UserActivityInterval(models.Model):
    user_profile = models.ForeignKey(UserProfile)
    start = models.DateTimeField('start time', db_index=True)
    end = models.DateTimeField('end time', db_index=True)

class UserPresence(models.Model):
    user_profile = models.ForeignKey(UserProfile)
    client = models.ForeignKey(Client)

    # Valid statuses
    ACTIVE = 1
    IDLE = 2

    timestamp = models.DateTimeField('presence changed')
    status = models.PositiveSmallIntegerField(default=ACTIVE)

    @staticmethod
    def status_to_string(status):
        # type: (int) -> str
        if status == UserPresence.ACTIVE:
            return 'active'
        elif status == UserPresence.IDLE:
            return 'idle'

    @staticmethod
    def get_status_dict_by_realm(realm_id):
        # type: (int) -> defaultdict[Any, Dict[Any, Any]]
        user_statuses = defaultdict(dict) # type: defaultdict[Any, Dict[Any, Any]]

        query = UserPresence.objects.filter(
                user_profile__realm_id=realm_id,
                user_profile__is_active=True,
                user_profile__is_bot=False
        ).values(
                'client__name',
                'status',
                'timestamp',
                'user_profile__email',
                'user_profile__id',
                'user_profile__enable_offline_push_notifications',
                'user_profile__is_mirror_dummy',
        )

        mobile_user_ids = [row['user'] for row in PushDeviceToken.objects.filter(
                user__realm_id=1,
                user__is_active=True,
                user__is_bot=False,
        ).distinct("user").values("user")]


        for row in query:
            info = UserPresence.to_presence_dict(
                    client_name=row['client__name'],
                    status=row['status'],
                    dt=row['timestamp'],
                    push_enabled=row['user_profile__enable_offline_push_notifications'],
                    has_push_devices=row['user_profile__id'] in mobile_user_ids,
                    is_mirror_dummy=row['user_profile__is_mirror_dummy'],
                    )
            user_statuses[row['user_profile__email']][row['client__name']] = info

        return user_statuses

    @staticmethod
    def to_presence_dict(client_name=None, status=None, dt=None, push_enabled=None,
                         has_push_devices=None, is_mirror_dummy=None):
        # type: (Optional[str], Optional[int], Optional[datetime.datetime], Optional[bool], Optional[bool], Optional[bool]) -> Dict[str, Any]
        presence_val = UserPresence.status_to_string(status)

        timestamp = datetime_to_timestamp(dt)
        return dict(
                client=client_name,
                status=presence_val,
                timestamp=timestamp,
                pushable=(push_enabled and has_push_devices),
        )

    def to_dict(self):
        # type: () -> Dict[str, Any]
        return UserPresence.to_presence_dict(
                client_name=self.client.name,
                status=self.status,
                dt=self.timestamp
        )

    @staticmethod
    def status_from_string(status):
        # type: (str) -> Optional[int]
        if status == 'active':
            status_val = UserPresence.ACTIVE
        elif status == 'idle':
            status_val = UserPresence.IDLE
        else:
            status_val = None

        return status_val

    class Meta(object):
        unique_together = ("user_profile", "client")

class DefaultStream(models.Model):
    realm = models.ForeignKey(Realm)
    stream = models.ForeignKey(Stream)

    class Meta(object):
        unique_together = ("realm", "stream")

class Referral(models.Model):
    user_profile = models.ForeignKey(UserProfile)
    email = models.EmailField(blank=False, null=False)
    timestamp = models.DateTimeField(auto_now_add=True, null=False)

# This table only gets used on Zulip Voyager instances
# For reasons of deliverability (and sending from multiple email addresses),
# we will still send from mandrill when we send things from the (staging.)zulip.com install
class ScheduledJob(models.Model):
    scheduled_timestamp = models.DateTimeField(auto_now_add=False, null=False)
    type = models.PositiveSmallIntegerField()
    # Valid types are {email}
    # for EMAIL, filter_string is recipient_email
    EMAIL = 1

    # JSON representation of the job's data. Be careful, as we are not relying on Django to do validation
    data = models.TextField()
    # Kind if like a ForeignKey, but table is determined by type.
    filter_id = models.IntegerField(null=True)
    filter_string = models.CharField(max_length=100)