zulip/zerver/tests/test_import_export.py

import os
import shutil
from typing import Any, Callable, Dict, FrozenSet, List, Optional, Set, Tuple
from unittest.mock import patch

import orjson
from django.conf import settings
from django.db.models import Q
from django.utils.timezone import now as timezone_now

from zerver.lib import upload
from zerver.lib.actions import (
    check_add_reaction,
    check_add_realm_emoji,
    do_add_reaction,
    do_change_icon_source,
    do_change_logo_source,
    do_change_realm_plan_type,
    do_create_user,
    do_deactivate_user,
    do_mute_user,
    do_update_user_presence,
    do_update_user_status,
)
from zerver.lib.avatar_hash import user_avatar_path
from zerver.lib.bot_config import set_bot_config
from zerver.lib.bot_lib import StateHandler
from zerver.lib.export import Record, do_export_realm, do_export_user, export_usermessages_batch
from zerver.lib.import_realm import do_import_realm, get_incoming_message_ids
from zerver.lib.streams import create_stream_if_needed
from zerver.lib.test_classes import ZulipTestCase
from zerver.lib.test_helpers import (
    create_s3_buckets,
    get_test_image_file,
    most_recent_message,
    most_recent_usermessage,
    use_s3_backend,
)
from zerver.lib.topic_mutes import add_topic_mute
from zerver.lib.upload import (
    claim_attachment,
    upload_avatar_image,
    upload_emoji_image,
    upload_message_file,
)
from zerver.models import (
    AlertWord,
    Attachment,
    BotConfigData,
    BotStorageData,
    CustomProfileField,
    CustomProfileFieldValue,
    Huddle,
    Message,
    MutedUser,
    Reaction,
    Realm,
    RealmAuditLog,
    RealmEmoji,
    RealmUserDefault,
    Recipient,
    Stream,
    Subscription,
    UserGroup,
    UserGroupMembership,
    UserHotspot,
    UserMessage,
    UserPresence,
    UserProfile,
    UserStatus,
    UserTopic,
    get_active_streams,
    get_client,
    get_huddle_hash,
    get_realm,
    get_stream,
)


def make_export_output_dir() -> str:
    output_dir = os.path.join(settings.TEST_WORKER_DIR, "test-export")
    if os.path.exists(output_dir):
        shutil.rmtree(output_dir)
    os.makedirs(output_dir)
    return output_dir


def read_file(output_dir: str, fn: str) -> Any:
    full_fn = os.path.join(output_dir, fn)
    with open(full_fn, "rb") as f:
        return orjson.loads(f.read())


class RealmImportExportTest(ZulipTestCase):
    def setUp(self) -> None:
        super().setUp()
        self.rm_tree(settings.LOCAL_UPLOADS_DIR)

    def get_user_id(self, r: Realm, full_name: str) -> int:
        return UserProfile.objects.get(realm=r, full_name=full_name).id

    def get_huddle_hashes(self, r: Realm) -> str:
        cordelia_full_name = "Cordelia, Lear's daughter"
        hamlet_full_name = "King Hamlet"
        othello_full_name = "Othello, the Moor of Venice"

        user_id_list = [
            self.get_user_id(r, cordelia_full_name),
            self.get_user_id(r, hamlet_full_name),
            self.get_user_id(r, othello_full_name),
        ]

        huddle_hash = get_huddle_hash(user_id_list)
        return huddle_hash

    def _export_realm(
        self,
        realm: Realm,
        exportable_user_ids: Optional[Set[int]] = None,
        consent_message_id: Optional[int] = None,
    ) -> Dict[str, Any]:
        output_dir = make_export_output_dir()
        with patch("zerver.lib.export.create_soft_link"), self.assertLogs(level="INFO"):
            do_export_realm(
                realm=realm,
                output_dir=output_dir,
                threads=0,
                exportable_user_ids=exportable_user_ids,
                consent_message_id=consent_message_id,
            )
            export_usermessages_batch(
                input_path=os.path.join(output_dir, "messages-000001.json.partial"),
                output_path=os.path.join(output_dir, "messages-000001.json"),
                consent_message_id=consent_message_id,
            )

            try:
                export_usermessages_batch(
                    input_path=os.path.join(output_dir, "messages-000002.json.partial"),
                    output_path=os.path.join(output_dir, "messages-000002.json"),
                    consent_message_id=consent_message_id,
                )
            except FileNotFoundError:
                pass

        def read_file(fn: str) -> Any:
            full_fn = os.path.join(output_dir, fn)
            with open(full_fn, "rb") as f:
                return orjson.loads(f.read())

        result = {}
        result["realm"] = read_file("realm.json")
        result["attachment"] = read_file("attachment.json")
        result["message"] = read_file("messages-000001.json")
        # TODO: generate 1001+ test messages to exercise messages-000002.json
        result["uploads_dir"] = os.path.join(output_dir, "uploads")
        result["uploads_dir_records"] = read_file(os.path.join("uploads", "records.json"))
        result["emoji_dir"] = os.path.join(output_dir, "emoji")
        result["emoji_dir_records"] = read_file(os.path.join("emoji", "records.json"))
        result["avatar_dir"] = os.path.join(output_dir, "avatars")
        result["avatar_dir_records"] = read_file(os.path.join("avatars", "records.json"))
        result["realm_icons_dir"] = os.path.join(output_dir, "realm_icons")
        result["realm_icons_dir_records"] = read_file(os.path.join("realm_icons", "records.json"))
        return result

    def _setup_export_files(self, realm: Realm) -> Tuple[str, str, str, bytes]:
        message = Message.objects.all()[0]
        user_profile = message.sender
        url = upload_message_file(
            "dummy.txt", len(b"zulip!"), "text/plain", b"zulip!", user_profile
        )
        attachment_path_id = url.replace("/user_uploads/", "")
        claim_attachment(
            user_profile=user_profile,
            path_id=attachment_path_id,
            message=message,
            is_message_realm_public=True,
        )
        avatar_path_id = user_avatar_path(user_profile)
        original_avatar_path_id = avatar_path_id + ".original"

        emoji_path = RealmEmoji.PATH_ID_TEMPLATE.format(
            realm_id=realm.id,
            emoji_file_name="1.png",
        )

        with get_test_image_file("img.png") as img_file:
            upload_emoji_image(img_file, "1.png", user_profile)
        with get_test_image_file("img.png") as img_file:
            upload_avatar_image(img_file, user_profile, user_profile)

        with get_test_image_file("img.png") as img_file:
            upload.upload_backend.upload_realm_icon_image(img_file, user_profile)
            do_change_icon_source(realm, Realm.ICON_UPLOADED, acting_user=None)

        with get_test_image_file("img.png") as img_file:
            upload.upload_backend.upload_realm_logo_image(img_file, user_profile, night=False)
            do_change_logo_source(realm, Realm.LOGO_UPLOADED, False, acting_user=user_profile)
        with get_test_image_file("img.png") as img_file:
            upload.upload_backend.upload_realm_logo_image(img_file, user_profile, night=True)
            do_change_logo_source(realm, Realm.LOGO_UPLOADED, True, acting_user=user_profile)

        with get_test_image_file("img.png") as img_file:
            test_image = img_file.read()
        message.sender.avatar_source = "U"
        message.sender.save()

        realm.refresh_from_db()

        return attachment_path_id, emoji_path, original_avatar_path_id, test_image

    """
    Tests for export
    """

    def test_export_files_from_local(self) -> None:
        realm = Realm.objects.get(string_id="zulip")
        path_id, emoji_path, original_avatar_path_id, test_image = self._setup_export_files(realm)
        full_data = self._export_realm(realm)

        data = full_data["attachment"]
        self.assert_length(data["zerver_attachment"], 1)
        record = data["zerver_attachment"][0]
        self.assertEqual(record["path_id"], path_id)

        # Test uploads
        fn = os.path.join(full_data["uploads_dir"], path_id)
        with open(fn) as f:
            self.assertEqual(f.read(), "zulip!")
        records = full_data["uploads_dir_records"]
        self.assertEqual(records[0]["path"], path_id)
        self.assertEqual(records[0]["s3_path"], path_id)

        # Test emojis
        fn = os.path.join(full_data["emoji_dir"], emoji_path)
        fn = fn.replace("1.png", "")
        self.assertEqual("1.png", os.listdir(fn)[0])
        records = full_data["emoji_dir_records"]
        self.assertEqual(records[0]["file_name"], "1.png")
        self.assertEqual(records[0]["path"], "2/emoji/images/1.png")
        self.assertEqual(records[0]["s3_path"], "2/emoji/images/1.png")

        # Test realm logo and icon
        records = full_data["realm_icons_dir_records"]
        image_files = set()
        for record in records:
            image_path = os.path.join(full_data["realm_icons_dir"], record["path"])
            if image_path[-9:] == ".original":
                with open(image_path, "rb") as image_file:
                    image_data = image_file.read()
                self.assertEqual(image_data, test_image)
            else:
                self.assertTrue(os.path.exists(image_path))

            image_files.add(os.path.basename(image_path))
        self.assertEqual(
            set(image_files),
            {
                "night_logo.png",
                "logo.original",
                "logo.png",
                "icon.png",
                "night_logo.original",
                "icon.original",
            },
        )

        # Test avatars
        fn = os.path.join(full_data["avatar_dir"], original_avatar_path_id)
        with open(fn, "rb") as fb:
            fn_data = fb.read()
        self.assertEqual(fn_data, test_image)
        records = full_data["avatar_dir_records"]
        record_path = [record["path"] for record in records]
        record_s3_path = [record["s3_path"] for record in records]
        self.assertIn(original_avatar_path_id, record_path)
        self.assertIn(original_avatar_path_id, record_s3_path)

    @use_s3_backend
    def test_export_files_from_s3(self) -> None:
        create_s3_buckets(settings.S3_AUTH_UPLOADS_BUCKET, settings.S3_AVATAR_BUCKET)

        realm = Realm.objects.get(string_id="zulip")
        (
            attachment_path_id,
            emoji_path,
            original_avatar_path_id,
            test_image,
        ) = self._setup_export_files(realm)
        full_data = self._export_realm(realm)

        data = full_data["attachment"]
        self.assert_length(data["zerver_attachment"], 1)
        record = data["zerver_attachment"][0]
        self.assertEqual(record["path_id"], attachment_path_id)

        def check_types(user_profile_id: int, realm_id: int) -> None:
            self.assertEqual(type(user_profile_id), int)
            self.assertEqual(type(realm_id), int)

        # Test uploads
        fields = attachment_path_id.split("/")
        fn = os.path.join(full_data["uploads_dir"], os.path.join(fields[0], fields[1], fields[2]))
        with open(fn) as f:
            self.assertEqual(f.read(), "zulip!")
        records = full_data["uploads_dir_records"]
        self.assertEqual(records[0]["path"], os.path.join(fields[0], fields[1], fields[2]))
        self.assertEqual(records[0]["s3_path"], attachment_path_id)
        check_types(records[0]["user_profile_id"], records[0]["realm_id"])

        # Test emojis
        fn = os.path.join(full_data["emoji_dir"], emoji_path)
        fn = fn.replace("1.png", "")
        self.assertIn("1.png", os.listdir(fn))
        records = full_data["emoji_dir_records"]
        self.assertEqual(records[0]["file_name"], "1.png")
        self.assertTrue("last_modified" in records[0])
        self.assertEqual(records[0]["path"], "2/emoji/images/1.png")
        self.assertEqual(records[0]["s3_path"], "2/emoji/images/1.png")
        check_types(records[0]["user_profile_id"], records[0]["realm_id"])

        # Test realm logo and icon
        records = full_data["realm_icons_dir_records"]
        image_files = set()
        for record in records:
            image_path = os.path.join(full_data["realm_icons_dir"], record["s3_path"])
            if image_path[-9:] == ".original":
                with open(image_path, "rb") as image_file:
                    image_data = image_file.read()
                self.assertEqual(image_data, test_image)
            else:
                self.assertTrue(os.path.exists(image_path))

            image_files.add(os.path.basename(image_path))
        self.assertEqual(
            set(image_files),
            {
                "night_logo.png",
                "logo.original",
                "logo.png",
                "icon.png",
                "night_logo.original",
                "icon.original",
            },
        )

        # Test avatars
        fn = os.path.join(full_data["avatar_dir"], original_avatar_path_id)
        with open(fn, "rb") as file:
            fn_data = file.read()
        self.assertEqual(fn_data, test_image)
        records = full_data["avatar_dir_records"]
        record_path = [record["path"] for record in records]
        record_s3_path = [record["s3_path"] for record in records]
        self.assertIn(original_avatar_path_id, record_path)
        self.assertIn(original_avatar_path_id, record_s3_path)
        check_types(records[0]["user_profile_id"], records[0]["realm_id"])

    def test_zulip_realm(self) -> None:
        realm = Realm.objects.get(string_id="zulip")

        default_bot = self.example_user("default_bot")
        pm_a_msg_id = self.send_personal_message(self.example_user("AARON"), default_bot)
        pm_b_msg_id = self.send_personal_message(default_bot, self.example_user("iago"))
        pm_c_msg_id = self.send_personal_message(
            self.example_user("othello"), self.example_user("hamlet")
        )

        realm_user_default = RealmUserDefault.objects.get(realm=realm)
        realm_user_default.default_language = "de"
        realm_user_default.save()

        realm_emoji = RealmEmoji.objects.get(realm=realm)
        realm_emoji.delete()
        full_data = self._export_realm(realm)
        realm_emoji.save()

        data = full_data["realm"]
        self.assert_length(data["zerver_userprofile_crossrealm"], 3)
        self.assert_length(data["zerver_userprofile_mirrordummy"], 0)

        exported_user_emails = self.get_set(data["zerver_userprofile"], "delivery_email")
        self.assertIn(self.example_email("cordelia"), exported_user_emails)
        self.assertIn("default-bot@zulip.com", exported_user_emails)

        exported_streams = self.get_set(data["zerver_stream"], "name")
        self.assertEqual(
            exported_streams,
            {"Denmark", "Rome", "Scotland", "Venice", "Verona", "core team"},
        )

        exported_alert_words = data["zerver_alertword"]

        # We set up 4 alert words for Hamlet, Cordelia, etc.
        # when we populate the test database.
        num_zulip_users = 10
        self.assert_length(exported_alert_words, num_zulip_users * 4)

        self.assertIn("robotics", {r["word"] for r in exported_alert_words})

        exported_realm_user_default = data["zerver_realmuserdefault"]
        self.assert_length(exported_realm_user_default, 1)
        self.assertEqual(exported_realm_user_default[0]["default_language"], "de")

        data = full_data["message"]
        um = UserMessage.objects.all()[0]
        exported_um = self.find_by_id(data["zerver_usermessage"], um.id)
        self.assertEqual(exported_um["message"], um.message_id)
        self.assertEqual(exported_um["user_profile"], um.user_profile_id)

        exported_message = self.find_by_id(data["zerver_message"], um.message_id)
        self.assertEqual(exported_message["content"], um.message.content)

        exported_message_ids = self.get_set(data["zerver_message"], "id")
        self.assertIn(pm_a_msg_id, exported_message_ids)
        self.assertIn(pm_b_msg_id, exported_message_ids)
        self.assertIn(pm_c_msg_id, exported_message_ids)

    def test_export_realm_with_exportable_user_ids(self) -> None:
        realm = Realm.objects.get(string_id="zulip")

        cordelia = self.example_user("iago")
        hamlet = self.example_user("hamlet")
        user_ids = {cordelia.id, hamlet.id}

        pm_a_msg_id = self.send_personal_message(
            self.example_user("AARON"), self.example_user("othello")
        )
        pm_b_msg_id = self.send_personal_message(
            self.example_user("cordelia"), self.example_user("iago")
        )
        pm_c_msg_id = self.send_personal_message(
            self.example_user("hamlet"), self.example_user("othello")
        )
        pm_d_msg_id = self.send_personal_message(
            self.example_user("iago"), self.example_user("hamlet")
        )

        realm_emoji = RealmEmoji.objects.get(realm=realm)
        realm_emoji.delete()
        full_data = self._export_realm(realm, exportable_user_ids=user_ids)
        realm_emoji.save()

        data = full_data["realm"]

        exported_user_emails = self.get_set(data["zerver_userprofile"], "delivery_email")
        self.assertIn(self.example_email("iago"), exported_user_emails)
        self.assertIn(self.example_email("hamlet"), exported_user_emails)
        self.assertNotIn("default-bot@zulip.com", exported_user_emails)
        self.assertNotIn(self.example_email("cordelia"), exported_user_emails)

        dummy_user_emails = self.get_set(data["zerver_userprofile_mirrordummy"], "delivery_email")
        self.assertIn(self.example_email("cordelia"), dummy_user_emails)
        self.assertIn(self.example_email("othello"), dummy_user_emails)
        self.assertIn("default-bot@zulip.com", dummy_user_emails)
        self.assertNotIn(self.example_email("iago"), dummy_user_emails)
        self.assertNotIn(self.example_email("hamlet"), dummy_user_emails)

        data = full_data["message"]

        exported_message_ids = self.get_set(data["zerver_message"], "id")
        self.assertNotIn(pm_a_msg_id, exported_message_ids)
        self.assertIn(pm_b_msg_id, exported_message_ids)
        self.assertIn(pm_c_msg_id, exported_message_ids)
        self.assertIn(pm_d_msg_id, exported_message_ids)

    def test_export_realm_with_member_consent(self) -> None:
        realm = Realm.objects.get(string_id="zulip")

        # Create private streams and subscribe users for testing export
        create_stream_if_needed(realm, "Private A", invite_only=True)
        self.subscribe(self.example_user("iago"), "Private A")
        self.subscribe(self.example_user("othello"), "Private A")
        self.send_stream_message(self.example_user("iago"), "Private A", "Hello stream A")

        create_stream_if_needed(realm, "Private B", invite_only=True)
        self.subscribe(self.example_user("prospero"), "Private B")
        stream_b_message_id = self.send_stream_message(
            self.example_user("prospero"), "Private B", "Hello stream B"
        )
        self.subscribe(self.example_user("hamlet"), "Private B")

        create_stream_if_needed(realm, "Private C", invite_only=True)
        self.subscribe(self.example_user("othello"), "Private C")
        self.subscribe(self.example_user("prospero"), "Private C")
        stream_c_message_id = self.send_stream_message(
            self.example_user("othello"), "Private C", "Hello stream C"
        )

        # Create huddles
        self.send_huddle_message(
            self.example_user("iago"), [self.example_user("cordelia"), self.example_user("AARON")]
        )
        huddle_a = Huddle.objects.last()
        self.send_huddle_message(
            self.example_user("ZOE"),
            [self.example_user("hamlet"), self.example_user("AARON"), self.example_user("othello")],
        )
        huddle_b = Huddle.objects.last()

        huddle_c_message_id = self.send_huddle_message(
            self.example_user("AARON"),
            [self.example_user("cordelia"), self.example_user("ZOE"), self.example_user("othello")],
        )

        # Create PMs
        pm_a_msg_id = self.send_personal_message(
            self.example_user("AARON"), self.example_user("othello")
        )
        pm_b_msg_id = self.send_personal_message(
            self.example_user("cordelia"), self.example_user("iago")
        )
        pm_c_msg_id = self.send_personal_message(
            self.example_user("hamlet"), self.example_user("othello")
        )
        pm_d_msg_id = self.send_personal_message(
            self.example_user("iago"), self.example_user("hamlet")
        )

        # Send message advertising export and make users react
        self.send_stream_message(
            self.example_user("othello"),
            "Verona",
            topic_name="Export",
            content="Thumbs up for export",
        )
        message = Message.objects.last()
        consented_user_ids = [self.example_user(user).id for user in ["iago", "hamlet"]]
        do_add_reaction(
            self.example_user("iago"), message, "outbox", "1f4e4", Reaction.UNICODE_EMOJI
        )
        do_add_reaction(
            self.example_user("hamlet"), message, "outbox", "1f4e4", Reaction.UNICODE_EMOJI
        )

        realm_emoji = RealmEmoji.objects.get(realm=realm)
        realm_emoji.delete()
        assert message is not None
        full_data = self._export_realm(realm, consent_message_id=message.id)
        realm_emoji.save()

        data = full_data["realm"]

        self.assert_length(data["zerver_userprofile_crossrealm"], 3)
        self.assert_length(data["zerver_userprofile_mirrordummy"], 0)

        exported_user_emails = self.get_set(data["zerver_userprofile"], "delivery_email")
        self.assertIn(self.example_email("cordelia"), exported_user_emails)
        self.assertIn(self.example_email("hamlet"), exported_user_emails)
        self.assertIn(self.example_email("iago"), exported_user_emails)
        self.assertIn(self.example_email("othello"), exported_user_emails)
        self.assertIn("default-bot@zulip.com", exported_user_emails)

        exported_streams = self.get_set(data["zerver_stream"], "name")
        self.assertEqual(
            exported_streams,
            {
                "core team",
                "Denmark",
                "Rome",
                "Scotland",
                "Venice",
                "Verona",
                "Private A",
                "Private B",
                "Private C",
            },
        )

        data = full_data["message"]
        exported_usermessages = UserMessage.objects.filter(
            user_profile__in=[self.example_user("iago"), self.example_user("hamlet")]
        )
        um = exported_usermessages[0]
        self.assert_length(data["zerver_usermessage"], len(exported_usermessages))
        exported_um = self.find_by_id(data["zerver_usermessage"], um.id)
        self.assertEqual(exported_um["message"], um.message_id)
        self.assertEqual(exported_um["user_profile"], um.user_profile_id)

        exported_message = self.find_by_id(data["zerver_message"], um.message_id)
        self.assertEqual(exported_message["content"], um.message.content)

        public_stream_names = ["Denmark", "Rome", "Scotland", "Venice", "Verona"]
        public_stream_ids = Stream.objects.filter(name__in=public_stream_names).values_list(
            "id", flat=True
        )
        public_stream_recipients = Recipient.objects.filter(
            type_id__in=public_stream_ids, type=Recipient.STREAM
        )
        public_stream_message_ids = Message.objects.filter(
            recipient__in=public_stream_recipients
        ).values_list("id", flat=True)

        # Messages from Private stream C are not exported since no member gave consent
        private_stream_ids = Stream.objects.filter(
            name__in=["Private A", "Private B", "core team"]
        ).values_list("id", flat=True)
        private_stream_recipients = Recipient.objects.filter(
            type_id__in=private_stream_ids, type=Recipient.STREAM
        )
        private_stream_message_ids = Message.objects.filter(
            recipient__in=private_stream_recipients
        ).values_list("id", flat=True)

        pm_recipients = Recipient.objects.filter(
            type_id__in=consented_user_ids, type=Recipient.PERSONAL
        )
        pm_query = Q(recipient__in=pm_recipients) | Q(sender__in=consented_user_ids)
        exported_pm_ids = (
            Message.objects.filter(pm_query)
            .values_list("id", flat=True)
            .values_list("id", flat=True)
        )

        # Third huddle is not exported since none of the members gave consent
        assert huddle_a is not None and huddle_b is not None
        huddle_recipients = Recipient.objects.filter(
            type_id__in=[huddle_a.id, huddle_b.id], type=Recipient.HUDDLE
        )
        pm_query = Q(recipient__in=huddle_recipients) | Q(sender__in=consented_user_ids)
        exported_huddle_ids = (
            Message.objects.filter(pm_query)
            .values_list("id", flat=True)
            .values_list("id", flat=True)
        )

        exported_msg_ids = (
            set(public_stream_message_ids)
            | set(private_stream_message_ids)
            | set(exported_pm_ids)
            | set(exported_huddle_ids)
        )
        self.assertEqual(self.get_set(data["zerver_message"], "id"), exported_msg_ids)

        # TODO: This behavior is wrong and should be fixed. The message should not be exported
        # since it was sent before the only consented user iago joined the stream.
        self.assertIn(stream_b_message_id, exported_msg_ids)

        self.assertNotIn(stream_c_message_id, exported_msg_ids)
        self.assertNotIn(huddle_c_message_id, exported_msg_ids)

        self.assertNotIn(pm_a_msg_id, exported_msg_ids)
        self.assertIn(pm_b_msg_id, exported_msg_ids)
        self.assertIn(pm_c_msg_id, exported_msg_ids)
        self.assertIn(pm_d_msg_id, exported_msg_ids)

    """
    Tests for import_realm
    """

    def test_import_realm(self) -> None:

        original_realm = Realm.objects.get(string_id="zulip")
        RealmEmoji.objects.get(realm=original_realm).delete()

        hamlet = self.example_user("hamlet")
        cordelia = self.example_user("cordelia")
        othello = self.example_user("othello")

        with get_test_image_file("img.png") as img_file:
            realm_emoji = check_add_realm_emoji(
                realm=hamlet.realm, name="hawaii", author=hamlet, image_file=img_file
            )
            assert realm_emoji
            self.assertEqual(realm_emoji.name, "hawaii")

        # Deactivate a user to ensure such a case is covered.
        do_deactivate_user(self.example_user("aaron"), acting_user=None)
        # data to test import of huddles
        huddle = [
            self.example_user("hamlet"),
            self.example_user("othello"),
        ]
        self.send_huddle_message(
            self.example_user("cordelia"),
            huddle,
            "test huddle message",
        )

        user_mention_message = "@**King Hamlet** Hello"
        self.send_stream_message(self.example_user("iago"), "Verona", user_mention_message)

        stream_mention_message = "Subscribe to #**Denmark**"
        self.send_stream_message(self.example_user("hamlet"), "Verona", stream_mention_message)

        user_group_mention_message = "Hello @*hamletcharacters*"
        self.send_stream_message(self.example_user("othello"), "Verona", user_group_mention_message)

        special_characters_message = "```\n'\n```\n@**Polonius**"
        self.send_stream_message(self.example_user("iago"), "Denmark", special_characters_message)

        sample_user = self.example_user("hamlet")

        check_add_reaction(
            user_profile=cordelia,
            message_id=most_recent_message(hamlet).id,
            emoji_name="hawaii",
            emoji_code=None,
            reaction_type=None,
        )
        reaction = Reaction.objects.order_by("id").last()
        assert reaction

        # Verify strange invariant for Reaction/RealmEmoji.
        self.assertEqual(reaction.emoji_code, str(realm_emoji.id))

        # data to test import of hotspots
        UserHotspot.objects.create(
            user=sample_user,
            hotspot="intro_streams",
        )

        # data to test import of muted topic
        stream = get_stream("Verona", original_realm)
        recipient = stream.recipient
        assert recipient is not None
        add_topic_mute(
            user_profile=sample_user,
            stream_id=stream.id,
            recipient_id=recipient.id,
            topic_name="Verona2",
        )

        # data to test import of muted users
        do_mute_user(hamlet, cordelia)
        do_mute_user(cordelia, hamlet)
        do_mute_user(cordelia, othello)

        client = get_client("website")

        do_update_user_presence(sample_user, client, timezone_now(), UserPresence.ACTIVE)

        # send Cordelia to the islands
        do_update_user_status(
            user_profile=cordelia,
            away=True,
            status_text="in Hawaii",
            client_id=client.id,
            emoji_name="hawaii",
            emoji_code=str(realm_emoji.id),
            reaction_type=Reaction.REALM_EMOJI,
        )

        user_status = UserStatus.objects.order_by("id").last()
        assert user_status

        # Verify strange invariant for UserStatus/RealmEmoji.
        self.assertEqual(user_status.emoji_code, str(realm_emoji.id))

        # data to test import of botstoragedata and botconfigdata
        bot_profile = do_create_user(
            email="bot-1@zulip.com",
            password="test",
            realm=original_realm,
            full_name="bot",
            bot_type=UserProfile.EMBEDDED_BOT,
            bot_owner=sample_user,
            acting_user=None,
        )
        storage = StateHandler(bot_profile)
        storage.put("some key", "some value")

        set_bot_config(bot_profile, "entry 1", "value 1")

        realm_user_default = RealmUserDefault.objects.get(realm=original_realm)
        realm_user_default.default_language = "de"
        realm_user_default.twenty_four_hour_time = True
        realm_user_default.save()

        getters = self.get_realm_getters()

        snapshots: Dict[str, Any] = {}

        for f in getters:
            snapshots[f.__name__] = f(original_realm)

        self._export_realm(original_realm)

        with self.settings(BILLING_ENABLED=False), self.assertLogs(level="INFO"):
            do_import_realm(os.path.join(settings.TEST_WORKER_DIR, "test-export"), "test-zulip")

        # Make sure our export/import didn't somehow leak info into the
        # original realm.
        for f in getters:
            # One way this will fail is if you make a getter that doesn't
            # properly restrict its results to a single realm.
            if f(original_realm) != snapshots[f.__name__]:
                raise AssertionError(
                    f"""
                    The export/import process is corrupting your
                    original realm according to {f.__name__}!

                    If you wrote that getter, are you sure you
                    are only grabbing objects from one realm?
                    """
                )

        imported_realm = Realm.objects.get(string_id="test-zulip")

        # test realm
        self.assertTrue(Realm.objects.filter(string_id="test-zulip").exists())
        self.assertNotEqual(imported_realm.id, original_realm.id)

        def assert_realm_values(f: Callable[[Realm], Any]) -> None:
            orig_realm_result = f(original_realm)
            imported_realm_result = f(imported_realm)
            # orig_realm_result should be truthy and have some values, otherwise
            # the test is kind of meaningless
            assert orig_realm_result

            # It may be helpful to do print(f.__name__) if you are having
            # trouble debugging this.

            # print(f.__name__, orig_realm_result, imported_realm_result)
            self.assertEqual(orig_realm_result, imported_realm_result)

        for f in getters:
            assert_realm_values(f)

        self.verify_emoji_code_foreign_keys()

        # Our huddle hashes change, because hashes use ids that change.
        self.assertNotEqual(
            self.get_huddle_hashes(original_realm), self.get_huddle_hashes(imported_realm)
        )

        # test to highlight that bs4 which we use to do data-**id
        # replacements modifies the HTML sometimes. eg replacing <br>
        # with </br>, &#39; with \' etc. The modifications doesn't
        # affect how the browser displays the rendered_content so we
        # are okay with using bs4 for this.  lxml package also has
        # similar behavior.
        orig_polonius_user = self.example_user("polonius")
        original_msg = Message.objects.get(
            content=special_characters_message, sender__realm=original_realm
        )
        self.assertEqual(
            original_msg.rendered_content,
            '<div class="codehilite"><pre><span></span><code>&#39;\n</code></pre></div>\n'
            f'<p><span class="user-mention" data-user-id="{orig_polonius_user.id}">@Polonius</span></p>',
        )
        imported_polonius_user = UserProfile.objects.get(
            delivery_email=self.example_email("polonius"), realm=imported_realm
        )
        imported_msg = Message.objects.get(
            content=special_characters_message, sender__realm=imported_realm
        )
        self.assertEqual(
            imported_msg.rendered_content,
            '<div class="codehilite"><pre><span></span><code>\'\n</code></pre></div>\n'
            f'<p><span class="user-mention" data-user-id="{imported_polonius_user.id}">@Polonius</span></p>',
        )

        # Check recipient_id was generated correctly for the imported users and streams.
        for user_profile in UserProfile.objects.filter(realm=imported_realm):
            self.assertEqual(
                user_profile.recipient_id,
                Recipient.objects.get(type=Recipient.PERSONAL, type_id=user_profile.id).id,
            )
        for stream in Stream.objects.filter(realm=imported_realm):
            self.assertEqual(
                stream.recipient_id,
                Recipient.objects.get(type=Recipient.STREAM, type_id=stream.id).id,
            )

        for huddle_object in Huddle.objects.all():
            # Huddles don't have a realm column, so we just test all Huddles for simplicity.
            self.assertEqual(
                huddle_object.recipient_id,
                Recipient.objects.get(type=Recipient.HUDDLE, type_id=huddle_object.id).id,
            )

        for user_profile in UserProfile.objects.filter(realm=imported_realm):
            # Check that all Subscriptions have the correct is_user_active set.
            self.assertEqual(
                Subscription.objects.filter(
                    user_profile=user_profile, is_user_active=user_profile.is_active
                ).count(),
                Subscription.objects.filter(user_profile=user_profile).count(),
            )
        # Verify that we've actually tested something meaningful instead of a blind import
        # with is_user_active=True used for everything.
        self.assertTrue(Subscription.objects.filter(is_user_active=False).exists())

    def get_realm_getters(self) -> List[Callable[[Realm], Any]]:
        names = set()
        getters: List[Callable[[Realm], Any]] = []

        def getter(f: Callable[[Realm], Any]) -> Callable[[Realm], Any]:
            getters.append(f)
            assert f.__name__.startswith("get_")

            # Avoid dups
            assert f.__name__ not in names
            names.add(f.__name__)
            return f

        @getter
        def get_admin_bot_emails(r: Realm) -> Set[str]:
            return {user.email for user in r.get_admin_users_and_bots()}

        @getter
        def get_active_emails(r: Realm) -> Set[str]:
            return {user.email for user in r.get_active_users()}

        @getter
        def get_active_stream_names(r: Realm) -> Set[str]:
            return {stream.name for stream in get_active_streams(r)}

        # test recipients
        def get_recipient_stream(r: Realm) -> Recipient:
            return Stream.objects.get(name="Verona", realm=r).recipient

        def get_recipient_user(r: Realm) -> Recipient:
            return UserProfile.objects.get(full_name="Iago", realm=r).recipient

        @getter
        def get_stream_recipient_type(r: Realm) -> int:
            return get_recipient_stream(r).type

        @getter
        def get_user_recipient_type(r: Realm) -> int:
            return get_recipient_user(r).type

        # test subscription
        def get_subscribers(recipient: Recipient) -> Set[str]:
            subscriptions = Subscription.objects.filter(recipient=recipient)
            users = {sub.user_profile.email for sub in subscriptions}
            return users

        @getter
        def get_stream_subscribers(r: Realm) -> Set[str]:
            return get_subscribers(get_recipient_stream(r))

        @getter
        def get_user_subscribers(r: Realm) -> Set[str]:
            return get_subscribers(get_recipient_user(r))

        # test custom profile fields
        @getter
        def get_custom_profile_field_names(r: Realm) -> Set[str]:
            custom_profile_fields = CustomProfileField.objects.filter(realm=r)
            custom_profile_field_names = {field.name for field in custom_profile_fields}
            return custom_profile_field_names

        @getter
        def get_custom_profile_with_field_type_user(
            r: Realm,
        ) -> Tuple[Set[Any], Set[Any], Set[FrozenSet[str]]]:
            fields = CustomProfileField.objects.filter(field_type=CustomProfileField.USER, realm=r)

            def get_email(user_id: int) -> str:
                return UserProfile.objects.get(id=user_id).email

            def get_email_from_value(field_value: CustomProfileFieldValue) -> Set[str]:
                user_id_list = orjson.loads(field_value.value)
                return {get_email(user_id) for user_id in user_id_list}

            def custom_profile_field_values_for(
                fields: List[CustomProfileField],
            ) -> Set[FrozenSet[str]]:
                user_emails: Set[FrozenSet[str]] = set()
                for field in fields:
                    values = CustomProfileFieldValue.objects.filter(field=field)
                    for value in values:
                        user_emails.add(frozenset(get_email_from_value(value)))
                return user_emails

            field_names, field_hints = (set() for i in range(2))
            for field in fields:
                field_names.add(field.name)
                field_hints.add(field.hint)

            return (field_hints, field_names, custom_profile_field_values_for(fields))

        # test realmauditlog
        @getter
        def get_realm_audit_log_event_type(r: Realm) -> Set[str]:
            realmauditlogs = RealmAuditLog.objects.filter(realm=r).exclude(
                event_type__in=[RealmAuditLog.REALM_PLAN_TYPE_CHANGED, RealmAuditLog.STREAM_CREATED]
            )
            realmauditlog_event_type = {log.event_type for log in realmauditlogs}
            return realmauditlog_event_type

        @getter
        def get_huddle_message(r: Realm) -> str:
            huddle_hash = self.get_huddle_hashes(r)
            huddle_id = Huddle.objects.get(huddle_hash=huddle_hash).id
            huddle_recipient = Recipient.objects.get(type_id=huddle_id, type=3)
            huddle_message = Message.objects.get(recipient=huddle_recipient)
            self.assertEqual(huddle_message.content, "test huddle message")
            return huddle_message.content

        @getter
        def get_alertwords(r: Realm) -> Set[str]:
            return {rec.word for rec in AlertWord.objects.filter(realm_id=r.id)}

        @getter
        def get_realm_emoji_names(r: Realm) -> Set[str]:
            names = {rec.name for rec in RealmEmoji.objects.filter(realm_id=r.id)}
            assert "hawaii" in names
            return names

        @getter
        def get_realm_user_statuses(r: Realm) -> Set[Tuple[str, str, int, str]]:
            cordelia = self.example_user("cordelia")
            tups = {
                (rec.user_profile.full_name, rec.emoji_name, rec.status, rec.status_text)
                for rec in UserStatus.objects.filter(user_profile__realm_id=r.id)
            }
            assert (cordelia.full_name, "hawaii", UserStatus.AWAY, "in Hawaii") in tups
            return tups

        @getter
        def get_realm_emoji_reactions(r: Realm) -> Set[Tuple[str, str]]:
            cordelia = self.example_user("cordelia")
            tups = {
                (rec.emoji_name, rec.user_profile.full_name)
                for rec in Reaction.objects.filter(
                    user_profile__realm_id=r.id, reaction_type=Reaction.REALM_EMOJI
                )
            }
            self.assertEqual(tups, {("hawaii", cordelia.full_name)})
            return tups

        # test userhotspot
        @getter
        def get_user_hotspots(r: Realm) -> Set[str]:
            user_id = self.get_user_id(r, "King Hamlet")
            hotspots = UserHotspot.objects.filter(user_id=user_id)
            user_hotspots = {hotspot.hotspot for hotspot in hotspots}
            return user_hotspots

        # test muted topics
        @getter
        def get_muted_topics(r: Realm) -> Set[str]:
            user_profile_id = self.get_user_id(r, "King Hamlet")
            muted_topics = UserTopic.objects.filter(
                user_profile_id=user_profile_id, visibility_policy=UserTopic.MUTED
            )
            topic_names = {muted_topic.topic_name for muted_topic in muted_topics}
            return topic_names

        @getter
        def get_muted_users(r: Realm) -> Set[Tuple[str, str, str]]:
            mute_objects = MutedUser.objects.filter(user_profile__realm=r)
            muter_tuples = {
                (
                    mute_object.user_profile.full_name,
                    mute_object.muted_user.full_name,
                    str(mute_object.date_muted),
                )
                for mute_object in mute_objects
            }
            return muter_tuples

        @getter
        def get_user_group_names(r: Realm) -> Set[str]:
            return {group.name for group in UserGroup.objects.filter(realm=r)}

        @getter
        def get_user_membership(r: Realm) -> Set[str]:
            usergroup = UserGroup.objects.get(realm=r, name="hamletcharacters")
            usergroup_membership = UserGroupMembership.objects.filter(user_group=usergroup)
            users = {membership.user_profile.email for membership in usergroup_membership}
            return users

        # test botstoragedata and botconfigdata
        @getter
        def get_botstoragedata(r: Realm) -> Dict[str, Any]:
            bot_profile = UserProfile.objects.get(full_name="bot", realm=r)
            bot_storage_data = BotStorageData.objects.get(bot_profile=bot_profile)
            return {"key": bot_storage_data.key, "data": bot_storage_data.value}

        @getter
        def get_botconfigdata(r: Realm) -> Dict[str, Any]:
            bot_profile = UserProfile.objects.get(full_name="bot", realm=r)
            bot_config_data = BotConfigData.objects.get(bot_profile=bot_profile)
            return {"key": bot_config_data.key, "data": bot_config_data.value}

        # test messages
        def get_stream_messages(r: Realm) -> Message:
            recipient = get_recipient_stream(r)
            messages = Message.objects.filter(recipient=recipient)
            return messages

        @getter
        def get_stream_topics(r: Realm) -> Set[str]:
            messages = get_stream_messages(r)
            topics = {m.topic_name() for m in messages}
            return topics

        # test usermessages
        @getter
        def get_usermessages_user(r: Realm) -> Set[Any]:
            messages = get_stream_messages(r).order_by("content")
            usermessage = UserMessage.objects.filter(message=messages[0])
            usermessage_user = {um.user_profile.email for um in usermessage}
            return usermessage_user

        # tests to make sure that various data-*-ids in rendered_content
        # are replaced correctly with the values of newer realm.

        @getter
        def get_user_mention(r: Realm) -> Set[Any]:
            mentioned_user = UserProfile.objects.get(
                delivery_email=self.example_email("hamlet"), realm=r
            )
            data_user_id = f'data-user-id="{mentioned_user.id}"'
            mention_message = get_stream_messages(r).get(rendered_content__contains=data_user_id)
            return mention_message.content

        @getter
        def get_stream_mention(r: Realm) -> Set[Any]:
            mentioned_stream = get_stream("Denmark", r)
            data_stream_id = f'data-stream-id="{mentioned_stream.id}"'
            mention_message = get_stream_messages(r).get(rendered_content__contains=data_stream_id)
            return mention_message.content

        @getter
        def get_user_group_mention(r: Realm) -> Set[Any]:
            user_group = UserGroup.objects.get(realm=r, name="hamletcharacters")
            data_usergroup_id = f'data-user-group-id="{user_group.id}"'
            mention_message = get_stream_messages(r).get(
                rendered_content__contains=data_usergroup_id
            )
            return mention_message.content

        @getter
        def get_userpresence_timestamp(r: Realm) -> Set[Any]:
            # It should be sufficient to compare UserPresence timestamps to verify
            # they got exported/imported correctly.
            return set(UserPresence.objects.filter(realm=r).values_list("timestamp", flat=True))

        @getter
        def get_realm_user_default_values(r: Realm) -> Dict[str, Any]:
            realm_user_default = RealmUserDefault.objects.get(realm=r)
            return {
                "default_language": realm_user_default.default_language,
                "twenty_four_hour_time": realm_user_default.twenty_four_hour_time,
            }

        return getters

    def test_import_realm_with_no_realm_user_default_table(self) -> None:
        original_realm = Realm.objects.get(string_id="zulip")
        RealmEmoji.objects.get(realm=original_realm).delete()

        RealmUserDefault.objects.get(realm=original_realm).delete()
        self._export_realm(original_realm)

        with self.settings(BILLING_ENABLED=False), self.assertLogs(level="INFO"):
            do_import_realm(os.path.join(settings.TEST_WORKER_DIR, "test-export"), "test-zulip")

        self.assertTrue(Realm.objects.filter(string_id="test-zulip").exists())
        imported_realm = Realm.objects.get(string_id="test-zulip")

        # RealmUserDefault table with default values is created, if it is not present in
        # the import data.
        self.assertTrue(RealmUserDefault.objects.filter(realm=imported_realm).exists())

        realm_user_default = RealmUserDefault.objects.get(realm=imported_realm)
        self.assertEqual(realm_user_default.default_language, "en")
        self.assertEqual(realm_user_default.twenty_four_hour_time, False)

    def test_import_files_from_local(self) -> None:
        realm = Realm.objects.get(string_id="zulip")
        self._setup_export_files(realm)

        self._export_realm(realm)

        with self.settings(BILLING_ENABLED=False), self.assertLogs(level="INFO"):
            do_import_realm(os.path.join(settings.TEST_WORKER_DIR, "test-export"), "test-zulip")
        imported_realm = Realm.objects.get(string_id="test-zulip")

        # Test attachments
        uploaded_file = Attachment.objects.get(realm=imported_realm)
        self.assert_length(b"zulip!", uploaded_file.size)

        attachment_file_path = os.path.join(
            settings.LOCAL_UPLOADS_DIR, "files", uploaded_file.path_id
        )
        self.assertTrue(os.path.isfile(attachment_file_path))

        # Test emojis
        realm_emoji = RealmEmoji.objects.get(realm=imported_realm)
        emoji_path = RealmEmoji.PATH_ID_TEMPLATE.format(
            realm_id=imported_realm.id,
            emoji_file_name=realm_emoji.file_name,
        )
        emoji_file_path = os.path.join(settings.LOCAL_UPLOADS_DIR, "avatars", emoji_path)
        self.assertTrue(os.path.isfile(emoji_file_path))

        # Test avatars
        user_email = Message.objects.all()[0].sender.email
        user_profile = UserProfile.objects.get(email=user_email, realm=imported_realm)
        avatar_path_id = user_avatar_path(user_profile) + ".original"
        avatar_file_path = os.path.join(settings.LOCAL_UPLOADS_DIR, "avatars", avatar_path_id)
        self.assertTrue(os.path.isfile(avatar_file_path))

        # Test realm icon and logo
        upload_path = upload.upload_backend.realm_avatar_and_logo_path(imported_realm)
        full_upload_path = os.path.join(settings.LOCAL_UPLOADS_DIR, upload_path)

        with get_test_image_file("img.png") as f:
            test_image_data = f.read()
        self.assertIsNotNone(test_image_data)

        with open(os.path.join(full_upload_path, "icon.original"), "rb") as f:
            self.assertEqual(f.read(), test_image_data)
        self.assertTrue(os.path.isfile(os.path.join(full_upload_path, "icon.png")))
        self.assertEqual(imported_realm.icon_source, Realm.ICON_UPLOADED)

        with open(os.path.join(full_upload_path, "logo.original"), "rb") as f:
            self.assertEqual(f.read(), test_image_data)
        self.assertTrue(os.path.isfile(os.path.join(full_upload_path, "logo.png")))
        self.assertEqual(imported_realm.logo_source, Realm.LOGO_UPLOADED)

        with open(os.path.join(full_upload_path, "night_logo.original"), "rb") as f:
            self.assertEqual(f.read(), test_image_data)
        self.assertTrue(os.path.isfile(os.path.join(full_upload_path, "night_logo.png")))
        self.assertEqual(imported_realm.night_logo_source, Realm.LOGO_UPLOADED)

    @use_s3_backend
    def test_import_files_from_s3(self) -> None:
        uploads_bucket, avatar_bucket = create_s3_buckets(
            settings.S3_AUTH_UPLOADS_BUCKET, settings.S3_AVATAR_BUCKET
        )

        realm = Realm.objects.get(string_id="zulip")
        self._setup_export_files(realm)

        self._export_realm(realm)
        with self.settings(BILLING_ENABLED=False), self.assertLogs(level="INFO"):
            do_import_realm(os.path.join(settings.TEST_WORKER_DIR, "test-export"), "test-zulip")

        imported_realm = Realm.objects.get(string_id="test-zulip")
        with get_test_image_file("img.png") as f:
            test_image_data = f.read()

        # Test attachments
        uploaded_file = Attachment.objects.get(realm=imported_realm)
        self.assert_length(b"zulip!", uploaded_file.size)

        attachment_content = uploads_bucket.Object(uploaded_file.path_id).get()["Body"].read()
        self.assertEqual(b"zulip!", attachment_content)

        # Test emojis
        realm_emoji = RealmEmoji.objects.get(realm=imported_realm)
        emoji_path = RealmEmoji.PATH_ID_TEMPLATE.format(
            realm_id=imported_realm.id,
            emoji_file_name=realm_emoji.file_name,
        )
        emoji_key = avatar_bucket.Object(emoji_path)
        self.assertIsNotNone(emoji_key.get()["Body"].read())
        self.assertEqual(emoji_key.key, emoji_path)

        # Test avatars
        user_email = Message.objects.all()[0].sender.email
        user_profile = UserProfile.objects.get(email=user_email, realm=imported_realm)
        avatar_path_id = user_avatar_path(user_profile) + ".original"
        original_image_key = avatar_bucket.Object(avatar_path_id)
        self.assertEqual(original_image_key.key, avatar_path_id)
        image_data = avatar_bucket.Object(avatar_path_id).get()["Body"].read()
        self.assertEqual(image_data, test_image_data)

        # Test realm icon and logo
        upload_path = upload.upload_backend.realm_avatar_and_logo_path(imported_realm)

        original_icon_path_id = os.path.join(upload_path, "icon.original")
        original_icon_key = avatar_bucket.Object(original_icon_path_id)
        self.assertEqual(original_icon_key.get()["Body"].read(), test_image_data)
        resized_icon_path_id = os.path.join(upload_path, "icon.png")
        resized_icon_key = avatar_bucket.Object(resized_icon_path_id)
        self.assertEqual(resized_icon_key.key, resized_icon_path_id)
        self.assertEqual(imported_realm.icon_source, Realm.ICON_UPLOADED)

        original_logo_path_id = os.path.join(upload_path, "logo.original")
        original_logo_key = avatar_bucket.Object(original_logo_path_id)
        self.assertEqual(original_logo_key.get()["Body"].read(), test_image_data)
        resized_logo_path_id = os.path.join(upload_path, "logo.png")
        resized_logo_key = avatar_bucket.Object(resized_logo_path_id)
        self.assertEqual(resized_logo_key.key, resized_logo_path_id)
        self.assertEqual(imported_realm.logo_source, Realm.LOGO_UPLOADED)

        night_logo_original_path_id = os.path.join(upload_path, "night_logo.original")
        night_logo_original_key = avatar_bucket.Object(night_logo_original_path_id)
        self.assertEqual(night_logo_original_key.get()["Body"].read(), test_image_data)
        resized_night_logo_path_id = os.path.join(upload_path, "night_logo.png")
        resized_night_logo_key = avatar_bucket.Object(resized_night_logo_path_id)
        self.assertEqual(resized_night_logo_key.key, resized_night_logo_path_id)
        self.assertEqual(imported_realm.night_logo_source, Realm.LOGO_UPLOADED)

    def test_get_incoming_message_ids(self) -> None:
        import_dir = os.path.join(
            settings.DEPLOY_ROOT, "zerver", "tests", "fixtures", "import_fixtures"
        )
        message_ids = get_incoming_message_ids(
            import_dir=import_dir,
            sort_by_date=True,
        )

        self.assertEqual(message_ids, [888, 999, 555])

        message_ids = get_incoming_message_ids(
            import_dir=import_dir,
            sort_by_date=False,
        )

        self.assertEqual(message_ids, [555, 888, 999])

    def test_plan_type(self) -> None:
        realm = get_realm("zulip")
        do_change_realm_plan_type(realm, Realm.PLAN_TYPE_LIMITED, acting_user=None)

        self._setup_export_files(realm)
        self._export_realm(realm)

        with self.settings(BILLING_ENABLED=True), self.assertLogs(level="INFO"):
            realm = do_import_realm(
                os.path.join(settings.TEST_WORKER_DIR, "test-export"), "test-zulip-1"
            )
            self.assertEqual(realm.plan_type, Realm.PLAN_TYPE_LIMITED)
            self.assertEqual(realm.max_invites, 100)
            self.assertEqual(realm.upload_quota_gb, 5)
            self.assertEqual(realm.message_visibility_limit, 10000)
            self.assertTrue(
                RealmAuditLog.objects.filter(
                    realm=realm, event_type=RealmAuditLog.REALM_PLAN_TYPE_CHANGED
                ).exists()
            )
        with self.settings(BILLING_ENABLED=False), self.assertLogs(level="INFO"):
            realm = do_import_realm(
                os.path.join(settings.TEST_WORKER_DIR, "test-export"), "test-zulip-2"
            )
            self.assertEqual(realm.plan_type, Realm.PLAN_TYPE_SELF_HOSTED)
            self.assertEqual(realm.max_invites, 100)
            self.assertEqual(realm.upload_quota_gb, None)
            self.assertEqual(realm.message_visibility_limit, None)
            self.assertTrue(
                RealmAuditLog.objects.filter(
                    realm=realm, event_type=RealmAuditLog.REALM_PLAN_TYPE_CHANGED
                ).exists()
            )


class SingleUserExportTest(ZulipTestCase):
    def setUp(self) -> None:
        super().setUp()
        self.rm_tree(settings.LOCAL_UPLOADS_DIR)

    def test_message_data(self) -> None:
        hamlet = self.example_user("hamlet")
        cordelia = self.example_user("cordelia")
        othello = self.example_user("othello")
        polonius = self.example_user("polonius")

        self.subscribe(cordelia, "Denmark")

        smile_message_id = self.send_stream_message(hamlet, "Denmark", "SMILE!")

        check_add_reaction(
            user_profile=cordelia,
            message_id=smile_message_id,
            emoji_name="smile",
            emoji_code=None,
            reaction_type=None,
        )
        reaction = Reaction.objects.order_by("id").last()
        assert reaction

        # Send a message that Cordelia should not have in the export.
        self.send_stream_message(othello, "Denmark", "bogus")

        hi_stream_message_id = self.send_stream_message(cordelia, "Denmark", "hi stream")
        assert most_recent_usermessage(cordelia).message_id == hi_stream_message_id

        # Try to fool the export again
        self.send_personal_message(othello, hamlet)
        self.send_huddle_message(othello, [hamlet, polonius])

        hi_hamlet_message_id = self.send_personal_message(cordelia, hamlet, "hi hamlet")

        hi_peeps_message_id = self.send_huddle_message(cordelia, [hamlet, othello], "hi peeps")
        bye_peeps_message_id = self.send_huddle_message(othello, [cordelia, hamlet], "bye peeps")

        bye_hamlet_message_id = self.send_personal_message(cordelia, hamlet, "bye hamlet")

        hi_myself_message_id = self.send_personal_message(cordelia, cordelia, "hi myself")
        bye_stream_message_id = self.send_stream_message(cordelia, "Denmark", "bye stream")

        output_dir = make_export_output_dir()
        cordelia = self.example_user("cordelia")

        with self.assertLogs(level="INFO"):
            do_export_user(cordelia, output_dir)

        messages = read_file(output_dir, "messages-000001.json")

        huddle_name = "Cordelia, Lear's daughter, King Hamlet, Othello, the Moor of Venice"

        excerpt = [
            (rec["id"], rec["content"], rec["recipient_name"])
            for rec in messages["zerver_message"][-8:]
        ]
        self.assertEqual(
            excerpt,
            [
                (smile_message_id, "SMILE!", "Denmark"),
                (hi_stream_message_id, "hi stream", "Denmark"),
                (hi_hamlet_message_id, "hi hamlet", hamlet.full_name),
                (hi_peeps_message_id, "hi peeps", huddle_name),
                (bye_peeps_message_id, "bye peeps", huddle_name),
                (bye_hamlet_message_id, "bye hamlet", hamlet.full_name),
                (hi_myself_message_id, "hi myself", cordelia.full_name),
                (bye_stream_message_id, "bye stream", "Denmark"),
            ],
        )

    def test_user_data(self) -> None:
        # We register checkers during test setup, and then we call them at the end.
        checkers = {}

        def checker(f: Callable[[List[Record]], None]) -> Callable[[List[Record]], None]:
            table_name = f.__name__
            assert table_name.startswith("zerver_")
            assert table_name not in checkers
            checkers[table_name] = f
            return f

        hamlet = self.example_user("hamlet")
        cordelia = self.example_user("cordelia")

        @checker
        def zerver_userprofile(records: List[Record]) -> None:
            (rec,) = records
            self.assertEqual(rec["id"], cordelia.id)
            self.assertEqual(rec["email"], cordelia.email)

        @checker
        def zerver_recipient(records: List[Record]) -> None:
            self.assertIn(cordelia.id, self.get_set(records, "type_id"))

        @checker
        def zerver_stream(records: List[Record]) -> None:
            streams = {rec["name"] for rec in records}
            self.assertEqual(streams, {"Verona"})

        smile_message_id = self.send_stream_message(hamlet, "Denmark")

        check_add_reaction(
            user_profile=cordelia,
            message_id=smile_message_id,
            emoji_name="smile",
            emoji_code=None,
            reaction_type=None,
        )
        reaction = Reaction.objects.order_by("id").last()
        assert reaction

        @checker
        def zerver_reaction(records: List[Record]) -> None:
            (exported_reaction,) = records
            self.assertEqual(
                exported_reaction,
                dict(
                    id=reaction.id,
                    user_profile=cordelia.id,
                    emoji_name="smile",
                    reaction_type="unicode_emoji",
                    emoji_code=reaction.emoji_code,
                    message=smile_message_id,
                ),
            )

        output_dir = make_export_output_dir()

        with self.assertLogs(level="INFO"):
            do_export_user(cordelia, output_dir)

        user = read_file(output_dir, "user.json")

        exported_recipient_id = self.get_set(user["zerver_recipient"], "id")
        exported_subscription_recipient = self.get_set(user["zerver_subscription"], "recipient")
        self.assertEqual(exported_recipient_id, exported_subscription_recipient)

        for table_name, f in checkers.items():
            f(user[table_name])