zulip/zerver/data_import/gitter.py

import logging
import os
from typing import Any, Dict, List, Set, Tuple

import dateutil.parser
import orjson
from django.conf import settings
from django.forms.models import model_to_dict
from django.utils.timezone import now as timezone_now

from zerver.data_import.import_util import (
    ZerverFieldsT,
    build_avatar,
    build_defaultstream,
    build_message,
    build_realm,
    build_recipient,
    build_stream,
    build_subscription,
    build_usermessages,
    build_zerver_realm,
    create_converted_data_files,
    long_term_idle_helper,
    make_subscriber_map,
    process_avatars,
)
from zerver.lib.export import MESSAGE_BATCH_CHUNK_SIZE
from zerver.models import Recipient, UserProfile
from zproject.backends import GitHubAuthBackend

# stubs
GitterDataT = List[Dict[str, Any]]

realm_id = 0


def gitter_workspace_to_realm(
    domain_name: str, gitter_data: GitterDataT, realm_subdomain: str
) -> Tuple[ZerverFieldsT, List[ZerverFieldsT], Dict[str, int], Dict[str, int]]:
    """
    Returns:
    1. realm, converted realm data
    2. avatars, which is list to map avatars to Zulip avatar records.json
    3. user_map, which is a dictionary to map from Gitter user id to Zulip user id
    4. stream_map, which is a dictionary to map from Gitter rooms to Zulip stream id
    """
    NOW = float(timezone_now().timestamp())
    zerver_realm: List[ZerverFieldsT] = build_zerver_realm(realm_id, realm_subdomain, NOW, "Gitter")

    # Users will have GitHub's generated noreply email addresses so their only way to log in
    # at first is via GitHub. So we set GitHub to be the only authentication method enabled
    # default to avoid user confusion.
    assert len(zerver_realm) == 1
    authentication_methods = [
        (auth_method[0], False)
        if auth_method[0] != GitHubAuthBackend.auth_backend_name
        else (auth_method[0], True)
        for auth_method in zerver_realm[0]["authentication_methods"]
    ]

    zerver_realm[0]["authentication_methods"] = authentication_methods

    realm = build_realm(zerver_realm, realm_id, domain_name)

    zerver_userprofile, avatars, user_map = build_userprofile(int(NOW), domain_name, gitter_data)
    zerver_stream, zerver_defaultstream, stream_map = build_stream_map(int(NOW), gitter_data)
    zerver_recipient, zerver_subscription = build_recipient_and_subscription(
        zerver_userprofile, zerver_stream
    )

    realm["zerver_userprofile"] = zerver_userprofile
    realm["zerver_stream"] = zerver_stream
    realm["zerver_defaultstream"] = zerver_defaultstream
    realm["zerver_recipient"] = zerver_recipient
    realm["zerver_subscription"] = zerver_subscription

    return realm, avatars, user_map, stream_map


def build_userprofile(
    timestamp: Any, domain_name: str, gitter_data: GitterDataT
) -> Tuple[List[ZerverFieldsT], List[ZerverFieldsT], Dict[str, int]]:
    """
    Returns:
    1. zerver_userprofile, which is a list of user profile
    2. avatar_list, which is list to map avatars to Zulip avatars records.json
    3. added_users, which is a dictionary to map from Gitter user id to Zulip id
    """
    logging.info("######### IMPORTING USERS STARTED #########\n")
    zerver_userprofile = []
    avatar_list: List[ZerverFieldsT] = []
    user_map: Dict[str, int] = {}
    user_id = 0

    for data in gitter_data:
        if get_user_from_message(data) not in user_map:
            user_data = data["fromUser"]
            user_map[user_data["id"]] = user_id

            email = get_user_email(user_data, domain_name)
            if user_data.get("avatarUrl"):
                build_avatar(
                    user_id, realm_id, email, user_data["avatarUrl"], timestamp, avatar_list
                )

            # Build userprofile object
            userprofile = UserProfile(
                full_name=user_data["displayName"],
                id=user_id,
                email=email,
                delivery_email=email,
                avatar_source="U",
                date_joined=timestamp,
                last_login=timestamp,
            )
            userprofile_dict = model_to_dict(userprofile)
            # Set realm id separately as the corresponding realm is not yet a Realm model
            # instance
            userprofile_dict["realm"] = realm_id

            # We use this later, even though Zulip doesn't
            # support short_name
            userprofile_dict["short_name"] = user_data["username"]

            zerver_userprofile.append(userprofile_dict)
            user_id += 1
    logging.info("######### IMPORTING USERS FINISHED #########\n")
    return zerver_userprofile, avatar_list, user_map


def get_user_email(user_data: ZerverFieldsT, domain_name: str) -> str:
    # TODO Get user email from github
    email = "{}@users.noreply.github.com".format(user_data["username"])
    return email


def build_stream_map(
    timestamp: Any, gitter_data: GitterDataT
) -> Tuple[List[ZerverFieldsT], List[ZerverFieldsT], Dict[str, int]]:
    """
    Returns:
    1. stream, which is the list of streams
    2. defaultstreams, which is the list of default streams
    3. stream_map, which is a dictionary to map from Gitter rooms to Zulip stream id
    """
    logging.info("######### IMPORTING STREAM STARTED #########\n")
    stream_id = 0
    stream: List[ZerverFieldsT] = []

    # Default stream when no "room" field is present
    stream.append(
        build_stream(timestamp, realm_id, "from gitter", "Imported from Gitter", stream_id)
    )
    defaultstream = build_defaultstream(realm_id=realm_id, stream_id=stream_id, defaultstream_id=0)
    stream_id += 1

    # Gathering streams from gitter_data
    stream_map: Dict[str, int] = {}
    for data in gitter_data:
        if "room" in data and data["room"] not in stream_map:
            stream.append(
                build_stream(
                    timestamp, realm_id, data["room"], f'Gitter room {data["room"]}', stream_id
                )
            )
            stream_map[data["room"]] = stream_id
            stream_id += 1
    logging.info("######### IMPORTING STREAMS FINISHED #########\n")

    return stream, [defaultstream], stream_map


def build_recipient_and_subscription(
    zerver_userprofile: List[ZerverFieldsT], zerver_stream: List[ZerverFieldsT]
) -> Tuple[List[ZerverFieldsT], List[ZerverFieldsT]]:
    """
    Assumes that there is at least one stream with 'stream_id' = 0,
      and that this stream is the only defaultstream, with 'defaultstream_id' = 0
    Returns:
    1. zerver_recipient, which is a list of mapped recipient
    2. zerver_subscription, which is a list of mapped subscription
    """
    zerver_recipient = []
    zerver_subscription = []
    recipient_id = subscription_id = 0

    # For streams

    # Initial recipients correspond to initial streams
    # We enumerate all streams, and build a recipient for each
    # Hence 'recipient_id'=n corresponds to 'stream_id'=n
    for stream in zerver_stream:
        zerver_recipient.append(build_recipient(recipient_id, recipient_id, Recipient.STREAM))
        recipient_id += 1

    # For users
    for user in zerver_userprofile:
        zerver_recipient.append(build_recipient(user["id"], recipient_id, Recipient.PERSONAL))
        zerver_subscription.append(build_subscription(recipient_id, user["id"], subscription_id))
        recipient_id += 1
        subscription_id += 1

    # As suggested in #14830, we subscribe every user to every stream.
    # We rely on the above invariant: 'recipient_id'=n corresponds to 'stream_id'=n
    #
    # TODO: For multi-stream imports, subscribe users to streams
    # based either on Gitter API data or who sent messages where.
    for user in zerver_userprofile:
        for stream in zerver_stream:
            zerver_subscription.append(
                build_subscription(stream["id"], user["id"], subscription_id)
            )
            subscription_id += 1

    return zerver_recipient, zerver_subscription


def get_timestamp_from_message(message: ZerverFieldsT) -> float:
    # Gitter's timestamps are in UTC
    return float(dateutil.parser.parse(message["sent"]).timestamp())


def get_user_from_message(message: ZerverFieldsT) -> str:
    return message["fromUser"]["id"]


def convert_gitter_workspace_messages(
    gitter_data: GitterDataT,
    output_dir: str,
    subscriber_map: Dict[int, Set[int]],
    user_map: Dict[str, int],
    stream_map: Dict[str, int],
    user_short_name_to_full_name: Dict[str, str],
    zerver_userprofile: List[ZerverFieldsT],
    realm_id: int,
    chunk_size: int = MESSAGE_BATCH_CHUNK_SIZE,
) -> None:
    """
    Messages are stored in batches
    """
    logging.info("######### IMPORTING MESSAGES STARTED #########\n")

    long_term_idle = long_term_idle_helper(
        iter(gitter_data),
        get_user_from_message,
        get_timestamp_from_message,
        lambda id: user_map[id],
        iter(user_map.keys()),
        zerver_userprofile,
    )

    message_id = 0

    low_index = 0
    upper_index = low_index + chunk_size
    dump_file_id = 1

    while True:
        message_json = {}
        zerver_message = []
        zerver_usermessage: List[ZerverFieldsT] = []
        message_data = gitter_data[low_index:upper_index]
        if len(message_data) == 0:
            break
        for message in message_data:
            message_time = get_timestamp_from_message(message)
            mentioned_user_ids = get_usermentions(message, user_map, user_short_name_to_full_name)
            rendered_content = None
            topic_name = "imported from Gitter" + (
                f' room {message["room"]}' if "room" in message else ""
            )
            user_id = user_map[get_user_from_message(message)]
            recipient_id = stream_map[message["room"]] if "room" in message else 0
            zulip_message = build_message(
                topic_name=topic_name,
                date_sent=message_time,
                message_id=message_id,
                content=message["text"],
                rendered_content=rendered_content,
                user_id=user_id,
                recipient_id=recipient_id,
                realm_id=realm_id,
            )
            zerver_message.append(zulip_message)

            build_usermessages(
                zerver_usermessage=zerver_usermessage,
                subscriber_map=subscriber_map,
                recipient_id=recipient_id,
                mentioned_user_ids=mentioned_user_ids,
                message_id=message_id,
                is_private=False,
                long_term_idle=long_term_idle,
            )

            message_id += 1

        message_json["zerver_message"] = zerver_message
        message_json["zerver_usermessage"] = zerver_usermessage
        message_filename = os.path.join(output_dir, f"messages-{dump_file_id:06}.json")
        logging.info("Writing messages to %s\n", message_filename)
        write_data_to_file(os.path.join(message_filename), message_json)

        low_index = upper_index
        upper_index = chunk_size + low_index
        dump_file_id += 1

    logging.info("######### IMPORTING MESSAGES FINISHED #########\n")


def get_usermentions(
    message: Dict[str, Any], user_map: Dict[str, int], user_short_name_to_full_name: Dict[str, str]
) -> List[int]:
    mentioned_user_ids = []
    if "mentions" in message:
        for mention in message["mentions"]:
            if mention.get("userId") in user_map:
                gitter_mention = "@{}".format(mention["screenName"])
                if mention["screenName"] not in user_short_name_to_full_name:
                    logging.info(
                        "Mentioned user %s never sent any messages, so has no full name data",
                        mention["screenName"],
                    )
                    full_name = mention["screenName"]
                else:
                    full_name = user_short_name_to_full_name[mention["screenName"]]
                zulip_mention = f"@**{full_name}**"
                message["text"] = message["text"].replace(gitter_mention, zulip_mention)

                mentioned_user_ids.append(user_map[mention["userId"]])
    return mentioned_user_ids


def do_convert_data(gitter_data_file: str, output_dir: str, threads: int = 6) -> None:
    #  Subdomain is set by the user while running the import commands
    realm_subdomain = ""
    domain_name = settings.EXTERNAL_HOST

    os.makedirs(output_dir, exist_ok=True)
    # output directory should be empty initially
    if os.listdir(output_dir):
        raise Exception("Output directory should be empty!")

    # Read data from the Gitter file
    with open(gitter_data_file, "rb") as fp:
        gitter_data = orjson.loads(fp.read())

    realm, avatar_list, user_map, stream_map = gitter_workspace_to_realm(
        domain_name, gitter_data, realm_subdomain
    )

    subscriber_map = make_subscriber_map(
        zerver_subscription=realm["zerver_subscription"],
    )

    # For user mentions
    user_short_name_to_full_name = {}
    for userprofile in realm["zerver_userprofile"]:
        user_short_name_to_full_name[userprofile["short_name"]] = userprofile["full_name"]

    convert_gitter_workspace_messages(
        gitter_data,
        output_dir,
        subscriber_map,
        user_map,
        stream_map,
        user_short_name_to_full_name,
        realm["zerver_userprofile"],
        realm_id=realm_id,
    )

    avatar_folder = os.path.join(output_dir, "avatars")
    avatar_realm_folder = os.path.join(avatar_folder, str(realm_id))
    os.makedirs(avatar_realm_folder, exist_ok=True)
    avatar_records = process_avatars(avatar_list, avatar_folder, realm_id, threads)

    attachment: Dict[str, List[Any]] = {"zerver_attachment": []}

    # IO realm.json
    create_converted_data_files(realm, output_dir, "/realm.json")
    # IO emoji records
    create_converted_data_files([], output_dir, "/emoji/records.json")
    # IO avatar records
    create_converted_data_files(avatar_records, output_dir, "/avatars/records.json")
    # IO uploads records
    create_converted_data_files([], output_dir, "/uploads/records.json")
    # IO attachments records
    create_converted_data_files(attachment, output_dir, "/attachment.json")

    logging.info("######### DATA CONVERSION FINISHED #########\n")
    logging.info("Zulip data dump created at %s", output_dir)


def write_data_to_file(output_file: str, data: Any) -> None:
    with open(output_file, "wb") as f:
        f.write(orjson.dumps(data, option=orjson.OPT_INDENT_2))