mirror of https://github.com/zulip/zulip.git
697 lines
24 KiB
Python
697 lines
24 KiB
Python
import logging
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import multiprocessing
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import os
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import random
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import shutil
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from functools import partial
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from typing import AbstractSet, Any, Callable, Dict, Iterable, List, Optional, Set, Tuple, TypeVar
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import orjson
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import requests
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from django.forms.models import model_to_dict
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from zerver.data_import.sequencer import NEXT_ID
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from zerver.lib.actions import STREAM_ASSIGNMENT_COLORS as stream_colors
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from zerver.lib.avatar_hash import user_avatar_path_from_ids
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from zerver.models import (
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Attachment,
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Huddle,
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Message,
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Realm,
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RealmEmoji,
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Recipient,
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Stream,
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Subscription,
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UserProfile,
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)
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# stubs
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ZerverFieldsT = Dict[str, Any]
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class SubscriberHandler:
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def __init__(self) -> None:
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self.stream_info: Dict[int, Set[int]] = {}
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self.huddle_info: Dict[int, Set[int]] = {}
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def set_info(self,
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users: Set[int],
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stream_id: Optional[int]=None,
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huddle_id: Optional[int]=None,
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) -> None:
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if stream_id is not None:
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self.stream_info[stream_id] = users
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elif huddle_id is not None:
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self.huddle_info[huddle_id] = users
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else:
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raise AssertionError("stream_id or huddle_id is required")
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def get_users(self,
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stream_id: Optional[int]=None,
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huddle_id: Optional[int]=None) -> Set[int]:
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if stream_id is not None:
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return self.stream_info[stream_id]
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elif huddle_id is not None:
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return self.huddle_info[huddle_id]
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else:
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raise AssertionError("stream_id or huddle_id is required")
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def build_zerver_realm(realm_id: int, realm_subdomain: str, time: float,
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other_product: str) -> List[ZerverFieldsT]:
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realm = Realm(id=realm_id, date_created=time,
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name=realm_subdomain, string_id=realm_subdomain,
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description=f"Organization imported from {other_product}!")
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auth_methods = [[flag[0], flag[1]] for flag in realm.authentication_methods]
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realm_dict = model_to_dict(realm, exclude='authentication_methods')
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realm_dict['authentication_methods'] = auth_methods
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return[realm_dict]
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def build_user_profile(avatar_source: str,
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date_joined: Any,
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delivery_email: str,
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email: str,
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full_name: str,
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id: int,
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is_active: bool,
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role: int,
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is_mirror_dummy: bool,
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realm_id: int,
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short_name: str,
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timezone: Optional[str]) -> ZerverFieldsT:
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obj = UserProfile(
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avatar_source=avatar_source,
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date_joined=date_joined,
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delivery_email=delivery_email,
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email=email,
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full_name=full_name,
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id=id,
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is_mirror_dummy=is_mirror_dummy,
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is_active=is_active,
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role=role,
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realm_id=realm_id,
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timezone=timezone,
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)
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dct = model_to_dict(obj)
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'''
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Even though short_name is no longer in the Zulip
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UserProfile, it's helpful to have it in our import
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dictionaries for legacy reasons.
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'''
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dct['short_name'] = short_name
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return dct
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def build_avatar(zulip_user_id: int, realm_id: int, email: str, avatar_url: str,
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timestamp: Any, avatar_list: List[ZerverFieldsT]) -> None:
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avatar = dict(
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path=avatar_url, # Save original avatar URL here, which is downloaded later
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realm_id=realm_id,
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content_type=None,
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user_profile_id=zulip_user_id,
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last_modified=timestamp,
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user_profile_email=email,
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s3_path="",
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size="")
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avatar_list.append(avatar)
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def make_subscriber_map(zerver_subscription: List[ZerverFieldsT]) -> Dict[int, Set[int]]:
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'''
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This can be convenient for building up UserMessage
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rows.
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'''
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subscriber_map: Dict[int, Set[int]] = {}
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for sub in zerver_subscription:
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user_id = sub['user_profile']
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recipient_id = sub['recipient']
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if recipient_id not in subscriber_map:
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subscriber_map[recipient_id] = set()
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subscriber_map[recipient_id].add(user_id)
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return subscriber_map
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def make_user_messages(zerver_message: List[ZerverFieldsT],
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subscriber_map: Dict[int, Set[int]],
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is_pm_data: bool,
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mention_map: Dict[int, Set[int]]) -> List[ZerverFieldsT]:
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zerver_usermessage = []
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for message in zerver_message:
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message_id = message['id']
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recipient_id = message['recipient']
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sender_id = message['sender']
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mention_user_ids = mention_map[message_id]
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subscriber_ids = subscriber_map.get(recipient_id, set())
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user_ids = subscriber_ids | {sender_id}
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for user_id in user_ids:
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is_mentioned = user_id in mention_user_ids
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user_message = build_user_message(
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user_id=user_id,
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message_id=message_id,
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is_private=is_pm_data,
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is_mentioned=is_mentioned,
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)
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zerver_usermessage.append(user_message)
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return zerver_usermessage
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def build_subscription(recipient_id: int, user_id: int,
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subscription_id: int) -> ZerverFieldsT:
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subscription = Subscription(
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color=random.choice(stream_colors),
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id=subscription_id)
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subscription_dict = model_to_dict(subscription, exclude=['user_profile', 'recipient_id'])
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subscription_dict['user_profile'] = user_id
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subscription_dict['recipient'] = recipient_id
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return subscription_dict
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def build_public_stream_subscriptions(
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zerver_userprofile: List[ZerverFieldsT],
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zerver_recipient: List[ZerverFieldsT],
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zerver_stream: List[ZerverFieldsT]) -> List[ZerverFieldsT]:
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'''
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This function was only used for HipChat, but it may apply to
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future conversions. We often did't get full subscriber data in
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the HipChat export, so this function just autosubscribes all
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users to every public stream. This returns a list of Subscription
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dicts.
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'''
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subscriptions: List[ZerverFieldsT] = []
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public_stream_ids = {
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stream['id']
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for stream in zerver_stream
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if not stream['invite_only']
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}
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public_stream_recipient_ids = {
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recipient['id']
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for recipient in zerver_recipient
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if recipient['type'] == Recipient.STREAM
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and recipient['type_id'] in public_stream_ids
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}
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user_ids = [
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user['id']
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for user in zerver_userprofile
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]
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for recipient_id in public_stream_recipient_ids:
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for user_id in user_ids:
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subscription = build_subscription(
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recipient_id=recipient_id,
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user_id=user_id,
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subscription_id=NEXT_ID('subscription'),
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)
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subscriptions.append(subscription)
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return subscriptions
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def build_stream_subscriptions(
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get_users: Callable[..., Set[int]],
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zerver_recipient: List[ZerverFieldsT],
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zerver_stream: List[ZerverFieldsT]) -> List[ZerverFieldsT]:
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subscriptions: List[ZerverFieldsT] = []
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stream_ids = {stream['id'] for stream in zerver_stream}
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recipient_map = {
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recipient['id']: recipient['type_id'] # recipient_id -> stream_id
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for recipient in zerver_recipient
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if recipient['type'] == Recipient.STREAM
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and recipient['type_id'] in stream_ids
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}
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for recipient_id, stream_id in recipient_map.items():
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user_ids = get_users(stream_id=stream_id)
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for user_id in user_ids:
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subscription = build_subscription(
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recipient_id=recipient_id,
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user_id=user_id,
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subscription_id=NEXT_ID('subscription'),
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)
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subscriptions.append(subscription)
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return subscriptions
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def build_huddle_subscriptions(
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get_users: Callable[..., Set[int]],
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zerver_recipient: List[ZerverFieldsT],
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zerver_huddle: List[ZerverFieldsT]) -> List[ZerverFieldsT]:
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subscriptions: List[ZerverFieldsT] = []
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huddle_ids = {huddle['id'] for huddle in zerver_huddle}
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recipient_map = {
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recipient['id']: recipient['type_id'] # recipient_id -> stream_id
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for recipient in zerver_recipient
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if recipient['type'] == Recipient.HUDDLE
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and recipient['type_id'] in huddle_ids
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}
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for recipient_id, huddle_id in recipient_map.items():
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user_ids = get_users(huddle_id=huddle_id)
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for user_id in user_ids:
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subscription = build_subscription(
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recipient_id=recipient_id,
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user_id=user_id,
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subscription_id=NEXT_ID('subscription'),
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)
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subscriptions.append(subscription)
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return subscriptions
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def build_personal_subscriptions(zerver_recipient: List[ZerverFieldsT]) -> List[ZerverFieldsT]:
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subscriptions: List[ZerverFieldsT] = []
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personal_recipients = [
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recipient
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for recipient in zerver_recipient
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if recipient['type'] == Recipient.PERSONAL
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]
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for recipient in personal_recipients:
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recipient_id = recipient['id']
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user_id = recipient['type_id']
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subscription = build_subscription(
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recipient_id=recipient_id,
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user_id=user_id,
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subscription_id=NEXT_ID('subscription'),
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)
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subscriptions.append(subscription)
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return subscriptions
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def build_recipient(type_id: int, recipient_id: int, type: int) -> ZerverFieldsT:
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recipient = Recipient(
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type_id=type_id, # stream id
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id=recipient_id,
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type=type,
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)
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recipient_dict = model_to_dict(recipient)
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return recipient_dict
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def build_recipients(zerver_userprofile: Iterable[ZerverFieldsT],
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zerver_stream: Iterable[ZerverFieldsT],
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zerver_huddle: Iterable[ZerverFieldsT] = []) -> List[ZerverFieldsT]:
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'''
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This function was only used HipChat import, this function may be
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required for future conversions. The Slack and Gitter conversions do it more
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tightly integrated with creating other objects.
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'''
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recipients = []
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for user in zerver_userprofile:
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type_id = user['id']
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type = Recipient.PERSONAL
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recipient = Recipient(
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type_id=type_id,
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id=NEXT_ID('recipient'),
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type=type,
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)
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recipient_dict = model_to_dict(recipient)
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recipients.append(recipient_dict)
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for stream in zerver_stream:
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type_id = stream['id']
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type = Recipient.STREAM
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recipient = Recipient(
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type_id=type_id,
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id=NEXT_ID('recipient'),
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type=type,
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)
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recipient_dict = model_to_dict(recipient)
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recipients.append(recipient_dict)
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for huddle in zerver_huddle:
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type_id = huddle['id']
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type = Recipient.HUDDLE
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recipient = Recipient(
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type_id=type_id,
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id=NEXT_ID('recipient'),
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type=type,
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)
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recipient_dict = model_to_dict(recipient)
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recipients.append(recipient_dict)
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return recipients
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def build_realm(zerver_realm: List[ZerverFieldsT], realm_id: int,
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domain_name: str) -> ZerverFieldsT:
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realm = dict(zerver_client=[{"name": "populate_db", "id": 1},
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{"name": "website", "id": 2},
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{"name": "API", "id": 3}],
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zerver_customprofilefield=[],
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zerver_customprofilefieldvalue=[],
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zerver_userpresence=[], # shows last logged in data, which is not available
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zerver_userprofile_mirrordummy=[],
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zerver_realmdomain=[{"realm": realm_id,
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"allow_subdomains": False,
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"domain": domain_name,
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"id": realm_id}],
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zerver_useractivity=[],
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zerver_realm=zerver_realm,
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zerver_huddle=[],
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zerver_userprofile_crossrealm=[],
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zerver_useractivityinterval=[],
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zerver_reaction=[],
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zerver_realmemoji=[],
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zerver_realmfilter=[])
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return realm
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def build_usermessages(zerver_usermessage: List[ZerverFieldsT],
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subscriber_map: Dict[int, Set[int]],
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recipient_id: int,
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mentioned_user_ids: List[int],
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message_id: int,
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is_private: bool,
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long_term_idle: AbstractSet[int] = set()) -> Tuple[int, int]:
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user_ids = subscriber_map.get(recipient_id, set())
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user_messages_created = 0
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user_messages_skipped = 0
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if user_ids:
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for user_id in sorted(user_ids):
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is_mentioned = user_id in mentioned_user_ids
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if not is_mentioned and not is_private and user_id in long_term_idle:
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# these users are long-term idle
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user_messages_skipped += 1
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continue
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user_messages_created += 1
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usermessage = build_user_message(
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user_id=user_id,
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message_id=message_id,
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is_private=is_private,
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is_mentioned=is_mentioned,
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)
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zerver_usermessage.append(usermessage)
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return (user_messages_created, user_messages_skipped)
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def build_user_message(user_id: int,
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message_id: int,
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is_private: bool,
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is_mentioned: bool) -> ZerverFieldsT:
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flags_mask = 1 # For read
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if is_mentioned:
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flags_mask += 8 # For mentioned
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if is_private:
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flags_mask += 2048 # For is_private
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id = NEXT_ID('user_message')
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usermessage = dict(
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id=id,
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user_profile=user_id,
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message=message_id,
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flags_mask=flags_mask,
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)
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return usermessage
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def build_defaultstream(realm_id: int, stream_id: int,
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defaultstream_id: int) -> ZerverFieldsT:
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defaultstream = dict(
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stream=stream_id,
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realm=realm_id,
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id=defaultstream_id)
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return defaultstream
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def build_stream(date_created: Any, realm_id: int, name: str,
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description: str, stream_id: int, deactivated: bool=False,
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invite_only: bool=False) -> ZerverFieldsT:
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stream = Stream(
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name=name,
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deactivated=deactivated,
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description=description.replace("\n", " "),
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# We don't set rendered_description here; it'll be added on import
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date_created=date_created,
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invite_only=invite_only,
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id=stream_id)
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stream_dict = model_to_dict(stream,
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exclude=['realm'])
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stream_dict['realm'] = realm_id
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return stream_dict
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def build_huddle(huddle_id: int) -> ZerverFieldsT:
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huddle = Huddle(
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id=huddle_id,
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)
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return model_to_dict(huddle)
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def build_message(topic_name: str, date_sent: float, message_id: int, content: str,
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rendered_content: Optional[str], user_id: int, recipient_id: int,
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has_image: bool=False, has_link: bool=False,
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has_attachment: bool=True) -> ZerverFieldsT:
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zulip_message = Message(
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rendered_content_version=1, # this is Zulip specific
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date_sent=date_sent,
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id=message_id,
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content=content,
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rendered_content=rendered_content,
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has_image=has_image,
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has_attachment=has_attachment,
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has_link=has_link)
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zulip_message.set_topic_name(topic_name)
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zulip_message_dict = model_to_dict(zulip_message,
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exclude=['recipient', 'sender', 'sending_client'])
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zulip_message_dict['sender'] = user_id
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zulip_message_dict['sending_client'] = 1
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zulip_message_dict['recipient'] = recipient_id
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return zulip_message_dict
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def build_attachment(realm_id: int, message_ids: Set[int],
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user_id: int, fileinfo: ZerverFieldsT, s3_path: str,
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zerver_attachment: List[ZerverFieldsT]) -> None:
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"""
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This function should be passed a 'fileinfo' dictionary, which contains
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information about 'size', 'created' (created time) and ['name'] (filename).
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"""
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attachment_id = NEXT_ID('attachment')
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attachment = Attachment(
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id=attachment_id,
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size=fileinfo['size'],
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create_time=fileinfo['created'],
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is_realm_public=True,
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path_id=s3_path,
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file_name=fileinfo['name'])
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attachment_dict = model_to_dict(attachment,
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exclude=['owner', 'messages', 'realm'])
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attachment_dict['owner'] = user_id
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attachment_dict['messages'] = list(message_ids)
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attachment_dict['realm'] = realm_id
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zerver_attachment.append(attachment_dict)
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def get_avatar(avatar_dir: str, size_url_suffix: str, avatar_upload_item: List[str]) -> None:
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avatar_url = avatar_upload_item[0]
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image_path = os.path.join(avatar_dir, avatar_upload_item[1])
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original_image_path = os.path.join(avatar_dir, avatar_upload_item[2])
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response = requests.get(avatar_url + size_url_suffix, stream=True)
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with open(image_path, 'wb') as image_file:
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shutil.copyfileobj(response.raw, image_file)
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shutil.copy(image_path, original_image_path)
|
|
|
|
def process_avatars(avatar_list: List[ZerverFieldsT], avatar_dir: str, realm_id: int,
|
|
threads: int, size_url_suffix: str='') -> List[ZerverFieldsT]:
|
|
"""
|
|
This function gets the avatar of the user and saves it in the
|
|
user's avatar directory with both the extensions '.png' and '.original'
|
|
Required parameters:
|
|
|
|
1. avatar_list: List of avatars to be mapped in avatars records.json file
|
|
2. avatar_dir: Folder where the downloaded avatars are saved
|
|
3. realm_id: Realm ID.
|
|
|
|
We use this for Slack and Gitter conversions, where avatars need to be
|
|
downloaded. For simpler conversions see write_avatar_png.
|
|
"""
|
|
|
|
logging.info('######### GETTING AVATARS #########\n')
|
|
logging.info('DOWNLOADING AVATARS .......\n')
|
|
avatar_original_list = []
|
|
avatar_upload_list = []
|
|
for avatar in avatar_list:
|
|
avatar_hash = user_avatar_path_from_ids(avatar['user_profile_id'], realm_id)
|
|
avatar_url = avatar['path']
|
|
avatar_original = dict(avatar)
|
|
|
|
image_path = f'{avatar_hash}.png'
|
|
original_image_path = f'{avatar_hash}.original'
|
|
|
|
avatar_upload_list.append([avatar_url, image_path, original_image_path])
|
|
# We don't add the size field here in avatar's records.json,
|
|
# since the metadata is not needed on the import end, and we
|
|
# don't have it until we've downloaded the files anyway.
|
|
avatar['path'] = image_path
|
|
avatar['s3_path'] = image_path
|
|
|
|
avatar_original['path'] = original_image_path
|
|
avatar_original['s3_path'] = original_image_path
|
|
avatar_original_list.append(avatar_original)
|
|
|
|
# Run downloads in parallel
|
|
run_parallel_wrapper(partial(get_avatar, avatar_dir, size_url_suffix), avatar_upload_list, threads=threads)
|
|
|
|
logging.info('######### GETTING AVATARS FINISHED #########\n')
|
|
return avatar_list + avatar_original_list
|
|
|
|
def write_avatar_png(avatar_folder: str,
|
|
realm_id: int,
|
|
user_id: int,
|
|
bits: bytes) -> ZerverFieldsT:
|
|
'''
|
|
Use this function for conversions like HipChat where
|
|
the bits for the .png file come in something like
|
|
a users.json file, and where we don't have to
|
|
fetch avatar images externally.
|
|
'''
|
|
avatar_hash = user_avatar_path_from_ids(
|
|
user_profile_id=user_id,
|
|
realm_id=realm_id,
|
|
)
|
|
|
|
image_fn = avatar_hash + '.original'
|
|
image_path = os.path.join(avatar_folder, image_fn)
|
|
|
|
with open(image_path, 'wb') as image_file:
|
|
image_file.write(bits)
|
|
|
|
# Return metadata that eventually goes in records.json.
|
|
metadata = dict(
|
|
path=image_path,
|
|
s3_path=image_path,
|
|
realm_id=realm_id,
|
|
user_profile_id=user_id,
|
|
# We only write the .original file; ask the importer to do the thumbnailing.
|
|
importer_should_thumbnail=True,
|
|
)
|
|
|
|
return metadata
|
|
|
|
ListJobData = TypeVar('ListJobData')
|
|
def wrapping_function(f: Callable[[ListJobData], None], item: ListJobData) -> None:
|
|
try:
|
|
f(item)
|
|
except Exception:
|
|
logging.exception("Error processing item: %s", item, stack_info=True)
|
|
|
|
def run_parallel_wrapper(f: Callable[[ListJobData], None], full_items: List[ListJobData],
|
|
threads: int=6) -> None:
|
|
logging.info("Distributing %s items across %s threads", len(full_items), threads)
|
|
|
|
with multiprocessing.Pool(threads) as p:
|
|
count = 0
|
|
for out in p.imap_unordered(partial(wrapping_function, f), full_items):
|
|
count += 1
|
|
if count % 1000 == 0:
|
|
logging.info("Finished %s items", count)
|
|
|
|
def get_uploads(upload_dir: str, upload: List[str]) -> None:
|
|
upload_url = upload[0]
|
|
upload_path = upload[1]
|
|
upload_path = os.path.join(upload_dir, upload_path)
|
|
|
|
response = requests.get(upload_url, stream=True)
|
|
os.makedirs(os.path.dirname(upload_path), exist_ok=True)
|
|
with open(upload_path, 'wb') as upload_file:
|
|
shutil.copyfileobj(response.raw, upload_file)
|
|
|
|
def process_uploads(upload_list: List[ZerverFieldsT], upload_dir: str,
|
|
threads: int) -> List[ZerverFieldsT]:
|
|
"""
|
|
This function downloads the uploads and saves it in the realm's upload directory.
|
|
Required parameters:
|
|
|
|
1. upload_list: List of uploads to be mapped in uploads records.json file
|
|
2. upload_dir: Folder where the downloaded uploads are saved
|
|
"""
|
|
logging.info('######### GETTING ATTACHMENTS #########\n')
|
|
logging.info('DOWNLOADING ATTACHMENTS .......\n')
|
|
upload_url_list = []
|
|
for upload in upload_list:
|
|
upload_url = upload['path']
|
|
upload_s3_path = upload['s3_path']
|
|
upload_url_list.append([upload_url, upload_s3_path])
|
|
upload['path'] = upload_s3_path
|
|
|
|
# Run downloads in parallel
|
|
run_parallel_wrapper(partial(get_uploads, upload_dir), upload_url_list, threads=threads)
|
|
|
|
logging.info('######### GETTING ATTACHMENTS FINISHED #########\n')
|
|
return upload_list
|
|
|
|
def build_realm_emoji(realm_id: int,
|
|
name: str,
|
|
id: int,
|
|
file_name: str) -> ZerverFieldsT:
|
|
return model_to_dict(
|
|
RealmEmoji(
|
|
realm_id=realm_id,
|
|
name=name,
|
|
id=id,
|
|
file_name=file_name,
|
|
),
|
|
)
|
|
|
|
def get_emojis(emoji_dir: str, upload: List[str]) -> None:
|
|
emoji_url = upload[0]
|
|
emoji_path = upload[1]
|
|
upload_emoji_path = os.path.join(emoji_dir, emoji_path)
|
|
|
|
response = requests.get(emoji_url, stream=True)
|
|
os.makedirs(os.path.dirname(upload_emoji_path), exist_ok=True)
|
|
with open(upload_emoji_path, 'wb') as emoji_file:
|
|
shutil.copyfileobj(response.raw, emoji_file)
|
|
|
|
def process_emojis(zerver_realmemoji: List[ZerverFieldsT], emoji_dir: str,
|
|
emoji_url_map: ZerverFieldsT, threads: int) -> List[ZerverFieldsT]:
|
|
"""
|
|
This function downloads the custom emojis and saves in the output emoji folder.
|
|
Required parameters:
|
|
|
|
1. zerver_realmemoji: List of all RealmEmoji objects to be imported
|
|
2. emoji_dir: Folder where the downloaded emojis are saved
|
|
3. emoji_url_map: Maps emoji name to its url
|
|
"""
|
|
emoji_records = []
|
|
upload_emoji_list = []
|
|
logging.info('######### GETTING EMOJIS #########\n')
|
|
logging.info('DOWNLOADING EMOJIS .......\n')
|
|
for emoji in zerver_realmemoji:
|
|
emoji_url = emoji_url_map[emoji['name']]
|
|
emoji_path = RealmEmoji.PATH_ID_TEMPLATE.format(
|
|
realm_id=emoji['realm'],
|
|
emoji_file_name=emoji['name'])
|
|
|
|
upload_emoji_list.append([emoji_url, emoji_path])
|
|
|
|
emoji_record = dict(emoji)
|
|
emoji_record['path'] = emoji_path
|
|
emoji_record['s3_path'] = emoji_path
|
|
emoji_record['realm_id'] = emoji_record['realm']
|
|
emoji_record.pop('realm')
|
|
|
|
emoji_records.append(emoji_record)
|
|
|
|
# Run downloads in parallel
|
|
run_parallel_wrapper(partial(get_emojis, emoji_dir), upload_emoji_list, threads=threads)
|
|
|
|
logging.info('######### GETTING EMOJIS FINISHED #########\n')
|
|
return emoji_records
|
|
|
|
def create_converted_data_files(data: Any, output_dir: str, file_path: str) -> None:
|
|
output_file = output_dir + file_path
|
|
os.makedirs(os.path.dirname(output_file), exist_ok=True)
|
|
with open(output_file, 'wb') as fp:
|
|
fp.write(orjson.dumps(data, option=orjson.OPT_INDENT_2))
|