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				https://github.com/zulip/zulip.git
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	This commit doesn't change any behavior; it just moves fetching attachments out of the Config scheme and into its own method. This prepares us to start writing attachment data to its own file and cross-checking against message ids (coming soon).
		
			
				
	
	
		
			1422 lines
		
	
	
		
			54 KiB
		
	
	
	
		
			Python
		
	
	
	
	
	
			
		
		
	
	
			1422 lines
		
	
	
		
			54 KiB
		
	
	
	
		
			Python
		
	
	
	
	
	
from __future__ import absolute_import
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from __future__ import print_function
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import datetime
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from boto.s3.key import Key
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from boto.s3.connection import S3Connection
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from django.conf import settings
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from django.db import connection
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from django.forms.models import model_to_dict
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from django.utils import timezone
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import glob
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import logging
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import os
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import ujson
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import shutil
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import subprocess
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import tempfile
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from zerver.lib.avatar import user_avatar_hash
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from zerver.lib.create_user import random_api_key
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from zerver.models import UserProfile, Realm, Client, Huddle, Stream, \
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    UserMessage, Subscription, Message, RealmEmoji, RealmFilter, \
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    RealmAlias, Recipient, DefaultStream, get_user_profile_by_id, \
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    UserPresence, UserActivity, UserActivityInterval, get_user_profile_by_email, \
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    get_display_recipient, Attachment
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from zerver.lib.parallel import run_parallel
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from zerver.lib.utils import mkdir_p
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from six import text_type
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from six.moves import range
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from typing import Any, Dict, List, Tuple
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# Custom mypy types follow:
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Record = Dict[str, Any]
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TableName = str
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TableData = Dict[TableName, List[Record]]
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Field = str
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Path = text_type
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Context = Dict[str, Any]
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# The keys of our MessageOutput variables are normally
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# List[Record], but when we write partials, we can get
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# lists of integers or a single integer.
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# TODO: tighten this up with a union.
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MessageOutput = Dict[str, Any]
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realm_tables = [("zerver_defaultstream", DefaultStream),
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                ("zerver_realmemoji", RealmEmoji),
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                ("zerver_realmalias", RealmAlias),
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                ("zerver_realmfilter", RealmFilter)] # List[Tuple[TableName, Any]]
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ALL_ZERVER_TABLES = [
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    # TODO: get a linter to ensure that this list is actually complete.
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    'zerver_attachment',
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    'zerver_attachment_messages',
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    'zerver_client',
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    'zerver_defaultstream',
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    'zerver_huddle',
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    'zerver_message',
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    'zerver_preregistrationuser',
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    'zerver_preregistrationuser_streams',
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    'zerver_pushdevicetoken',
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    'zerver_realm',
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    'zerver_realmalias',
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    'zerver_realmemoji',
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    'zerver_realmfilter',
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    'zerver_recipient',
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    'zerver_referral',
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    'zerver_scheduledjob',
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    'zerver_stream',
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    'zerver_subscription',
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    'zerver_useractivity',
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    'zerver_useractivityinterval',
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    'zerver_usermessage',
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    'zerver_userpresence',
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    'zerver_userprofile',
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    'zerver_userprofile_groups',
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    'zerver_userprofile_user_permissions',
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]
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NON_EXPORTED_TABLES = [
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    # These are known to either be altogether obsolete or
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    # simply inappropriate for exporting (e.g. contains transient
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    # data).
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    'zerver_preregistrationuser',
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    'zerver_preregistrationuser_streams',
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    'zerver_pushdevicetoken',
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    'zerver_referral',
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    'zerver_scheduledjob',
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    'zerver_userprofile_groups',
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    'zerver_userprofile_user_permissions',
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]
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assert set(NON_EXPORTED_TABLES).issubset(set(ALL_ZERVER_TABLES))
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IMPLICIT_TABLES = [
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    # ManyToMany relationships are exported implicitly.
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    'zerver_attachment_messages',
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]
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assert set(IMPLICIT_TABLES).issubset(set(ALL_ZERVER_TABLES))
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MESSAGE_TABLES = [
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    # message tables get special treatment, because they're so big
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    'zerver_message',
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    'zerver_usermessage',
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]
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DATE_FIELDS = {
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    'zerver_attachment': ['create_time'],
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    'zerver_message': ['last_edit_time', 'pub_date'],
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    'zerver_realm': ['date_created'],
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    'zerver_stream': ['date_created'],
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    'zerver_useractivity': ['last_visit'],
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    'zerver_useractivityinterval': ['start', 'end'],
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    'zerver_userpresence': ['timestamp'],
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    'zerver_userprofile': ['date_joined', 'last_login', 'last_reminder'],
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} # type: Dict[TableName, List[Field]]
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def sanity_check_output(data):
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    # (TableData) -> None
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    tables = set(ALL_ZERVER_TABLES)
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    tables -= set(NON_EXPORTED_TABLES)
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    tables -= set(IMPLICIT_TABLES)
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    tables -= set(MESSAGE_TABLES)
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    for table in tables:
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        if table not in data:
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            logging.warn('??? NO DATA EXPORTED FOR TABLE %s!!!' % (table,))
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def write_data_to_file(output_file, data):
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    # type: (Path, Any) -> None
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    with open(output_file, "w") as f:
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        f.write(ujson.dumps(data, indent=4))
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def make_raw(query, exclude=None):
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    # type: (Any, List[Field]) -> List[Record]
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    '''
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    Takes a Django query and returns a JSONable list
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    of dictionaries corresponding to the database rows.
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    '''
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    return [model_to_dict(x, exclude=exclude) for x in query]
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def floatify_datetime_fields(data, table):
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    # type: (TableData, TableName) -> None
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    for item in data[table]:
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        for field in DATE_FIELDS[table]:
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            orig_dt = item[field]
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            if orig_dt is None:
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                continue
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            if timezone.is_naive(orig_dt):
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                logging.warning("Naive datetime:", item)
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                dt = timezone.make_aware(orig_dt)
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            else:
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                dt = orig_dt
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            utc_naive  = dt.replace(tzinfo=None) - dt.utcoffset()
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            item[field] = (utc_naive - datetime.datetime(1970, 1, 1)).total_seconds()
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class Config(object):
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    '''
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    A Config object configures a single table for exporting (and,
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    maybe some day importing as well.
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    You should never mutate Config objects as part of the export;
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    instead use the data to determine how you populate other
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    data structures.
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    There are parent/children relationships between Config objects.
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    The parent should be instantiated first.  The child will
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    append itself to the parent's list of children.
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    '''
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    def __init__(self, table=None, model=None,
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                normal_parent=None, virtual_parent=None,
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                filter_args=None, custom_fetch=None, custom_tables=None,
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                post_process_data=None,
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                concat_and_destroy=None, id_source=None, source_filter=None,
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                parent_key=None, use_all=False, is_seeded=False, exclude=None):
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        assert table or custom_tables
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        self.table = table
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        self.model = model
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        self.normal_parent = normal_parent
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        self.virtual_parent = virtual_parent
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        self.filter_args = filter_args
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        self.parent_key = parent_key
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        self.use_all = use_all
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        self.is_seeded = is_seeded
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        self.exclude = exclude
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        self.custom_fetch = custom_fetch
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        self.custom_tables = custom_tables
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        self.post_process_data = post_process_data
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        self.concat_and_destroy = concat_and_destroy
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        self.id_source = id_source
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        self.source_filter= source_filter
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        self.children = [] # type: List[Config]
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        if normal_parent:
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            self.parent = normal_parent
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        else:
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            self.parent = None
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        if virtual_parent and normal_parent:
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            raise Exception('''
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                If you specify a normal_parent, please
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                do not create a virtual_parent.
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                ''')
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        if normal_parent:
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            normal_parent.children.append(self)
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        elif virtual_parent:
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            virtual_parent.children.append(self)
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        elif not is_seeded:
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            raise Exception('''
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                You must specify a parent if you are
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                not using is_seeded.
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                ''')
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        if self.id_source:
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            if self.id_source[0] != self.virtual_parent.table:
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                raise Exception('''
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                    Configuration error.  To populate %s, you
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                    want data from %s, but that differs from
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                    the table name of your virtual parent (%s),
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                    which suggests you many not have set up
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                    the ordering correctly.  You may simply
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                    need to assign a virtual_parent, or there
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                    may be deeper issues going on.''' % (
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                        self.table,
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                        self.id_source[0],
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                        self.virtual_parent.table,
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                    ))
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def export_from_config(response, config, seed_object=None, context=None):
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    table = config.table
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    parent = config.parent
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    model = config.model
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    if context is None:
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        context = {}
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    if table:
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        exported_tables = [table]
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    else:
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        exported_tables = config.custom_tables
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    for t in exported_tables:
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        logging.info('Exporting via export_from_config:  %s' % (t,))
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    rows = None
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    if config.is_seeded:
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        rows = [seed_object]
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    elif config.custom_fetch:
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        config.custom_fetch(
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            response=response,
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            config=config,
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            context=context
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        )
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        if config.custom_tables:
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            for t in config.custom_tables:
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                if t not in response:
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                    raise Exception('Custom fetch failed to populate %s' % (t,))
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    elif config.concat_and_destroy:
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        # When we concat_and_destroy, we are working with
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        # temporary "tables" that are lists of records that
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        # should already be ready to export.
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        data = [] # type: List[Record]
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        for t in config.concat_and_destroy:
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            data += response[t]
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            del response[t]
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            logging.info('Deleted temporary %s' % (t,))
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        response[table] = data
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    elif config.use_all:
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        query = model.objects.all()
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        rows = list(query)
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    elif config.normal_parent:
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        # In this mode, our current model is figuratively Article,
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        # and normal_parent is figuratively Blog, and
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        # now we just need to get all the articles
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        # contained by the blogs.
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        model = config.model
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        parent_ids = [r['id'] for r in response[parent.table]]
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        filter_parms = {config.parent_key: parent_ids}
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        if config.filter_args:
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            filter_parms.update(config.filter_args)
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        query = model.objects.filter(**filter_parms)
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        rows = list(query)
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    elif config.id_source:
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        # In this mode,  we are the figurative Blog, and we now
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        # need to look at the current response to get all the
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        # blog ids from the Article rows we fetched previously.
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        model = config.model
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        # This will be a tuple of the form ('zerver_article', 'blog').
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        (child_table, field) = config.id_source
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        child_rows = response[child_table]
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        if config.source_filter:
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            child_rows = [r for r in child_rows if config.source_filter(r)]
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        lookup_ids = [r[field] for r in child_rows]
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        filter_parms = dict(id__in=lookup_ids)
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        if config.filter_args:
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            filter_parms.update(config.filter_args)
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        query = model.objects.filter(**filter_parms)
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        rows = list(query)
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    # Post-process rows (which won't apply to custom fetches/concats)
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    if rows is not None:
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        response[table] = make_raw(rows, exclude=config.exclude)
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        if table in DATE_FIELDS:
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            floatify_datetime_fields(response, table)
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    if config.post_process_data:
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        config.post_process_data(
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            response=response,
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            config=config,
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            context=context
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        )
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    # Now walk our children.  It's extremely important to respect
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    # the order of children here.
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    for child_config in config.children:
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        export_from_config(
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            response=response,
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            config=child_config,
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            context=context,
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        )
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def get_realm_config():
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    # type: () -> Config
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    # This is common, public information about the realm that we can share
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    # with all realm users.
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    realm_config = Config(
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        table='zerver_realm',
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        is_seeded=True
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    )
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    Config(
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        table='zerver_defaultstream',
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        model=DefaultStream,
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        normal_parent=realm_config,
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        parent_key='realm_id__in',
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    )
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    Config(
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        table='zerver_realmemoji',
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        model=RealmEmoji,
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        normal_parent=realm_config,
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        parent_key='realm_id__in',
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    )
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    Config(
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        table='zerver_realmalias',
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        model=RealmAlias,
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        normal_parent=realm_config,
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        parent_key='realm_id__in',
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    )
 | 
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    Config(
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        table='zerver_realmfilter',
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        model=RealmFilter,
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        normal_parent=realm_config,
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        parent_key='realm_id__in',
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						|
    )
 | 
						|
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    Config(
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        table='zerver_client',
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						|
        model=Client,
 | 
						|
        virtual_parent=realm_config,
 | 
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        use_all=True
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						|
    )
 | 
						|
 | 
						|
    # To export only some users, you can tweak the below UserProfile config
 | 
						|
    # to give the target users, but then you should create any users not
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						|
    # being exported in a separate
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						|
    # response['zerver_userprofile_mirrordummy'] export so that
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						|
    # conversations with those users can still be exported.
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    user_profile_config = Config(
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        table='zerver_userprofile',
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						|
        model=UserProfile,
 | 
						|
        normal_parent=realm_config,
 | 
						|
        parent_key='realm_id__in',
 | 
						|
        exclude=['password', 'api_key'],
 | 
						|
    )
 | 
						|
 | 
						|
    Config(
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						|
        custom_tables=[
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            'zerver_userprofile_crossrealm',
 | 
						|
        ],
 | 
						|
        virtual_parent=user_profile_config,
 | 
						|
        custom_fetch=fetch_user_profile_cross_realm,
 | 
						|
    )
 | 
						|
 | 
						|
    Config(
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						|
        table='zerver_userpresence',
 | 
						|
        model=UserPresence,
 | 
						|
        normal_parent=user_profile_config,
 | 
						|
        parent_key='user_profile__in',
 | 
						|
    )
 | 
						|
 | 
						|
    Config(
 | 
						|
        table='zerver_useractivity',
 | 
						|
        model=UserActivity,
 | 
						|
        normal_parent=user_profile_config,
 | 
						|
        parent_key='user_profile__in',
 | 
						|
    )
 | 
						|
 | 
						|
    Config(
 | 
						|
        table='zerver_useractivityinterval',
 | 
						|
        model=UserActivityInterval,
 | 
						|
        normal_parent=user_profile_config,
 | 
						|
        parent_key='user_profile__in',
 | 
						|
    )
 | 
						|
 | 
						|
    # Some of these tables are intermediate "tables" that we
 | 
						|
    # create only for the export.  Think of them as similar to views.
 | 
						|
 | 
						|
    user_subscription_config = Config(
 | 
						|
        table='_user_subscription',
 | 
						|
        model=Subscription,
 | 
						|
        normal_parent=user_profile_config,
 | 
						|
        filter_args={'recipient__type': Recipient.PERSONAL},
 | 
						|
        parent_key='user_profile__in',
 | 
						|
    )
 | 
						|
 | 
						|
    Config(
 | 
						|
        table='_user_recipient',
 | 
						|
        model=Recipient,
 | 
						|
        virtual_parent=user_subscription_config,
 | 
						|
        id_source=('_user_subscription', 'recipient'),
 | 
						|
    )
 | 
						|
 | 
						|
    #
 | 
						|
    stream_subscription_config = Config(
 | 
						|
        table='_stream_subscription',
 | 
						|
        model=Subscription,
 | 
						|
        normal_parent=user_profile_config,
 | 
						|
        filter_args={'recipient__type': Recipient.STREAM},
 | 
						|
        parent_key='user_profile__in',
 | 
						|
    )
 | 
						|
 | 
						|
    stream_recipient_config = Config(
 | 
						|
        table='_stream_recipient',
 | 
						|
        model=Recipient,
 | 
						|
        virtual_parent=stream_subscription_config,
 | 
						|
        id_source=('_stream_subscription', 'recipient'),
 | 
						|
    )
 | 
						|
 | 
						|
    Config(
 | 
						|
        table='zerver_stream',
 | 
						|
        model=Stream,
 | 
						|
        virtual_parent=stream_recipient_config,
 | 
						|
        id_source=('_stream_recipient', 'type_id'),
 | 
						|
        source_filter=lambda r: r['type'] == Recipient.STREAM,
 | 
						|
        exclude=['email_token'],
 | 
						|
        post_process_data=sanity_check_stream_data
 | 
						|
    )
 | 
						|
 | 
						|
 | 
						|
    #
 | 
						|
 | 
						|
    Config(
 | 
						|
        custom_tables=[
 | 
						|
            '_huddle_recipient',
 | 
						|
            '_huddle_subscription',
 | 
						|
            'zerver_huddle',
 | 
						|
        ],
 | 
						|
        normal_parent=user_profile_config,
 | 
						|
        custom_fetch=fetch_huddle_objects,
 | 
						|
    )
 | 
						|
 | 
						|
    # Now build permanent tables from our temp tables.
 | 
						|
    Config(
 | 
						|
        table='zerver_recipient',
 | 
						|
        virtual_parent=user_profile_config,
 | 
						|
        concat_and_destroy=[
 | 
						|
            '_user_recipient',
 | 
						|
            '_stream_recipient',
 | 
						|
            '_huddle_recipient',
 | 
						|
        ],
 | 
						|
    )
 | 
						|
 | 
						|
    Config(
 | 
						|
        table='zerver_subscription',
 | 
						|
        virtual_parent=user_profile_config,
 | 
						|
        concat_and_destroy=[
 | 
						|
            '_user_subscription',
 | 
						|
            '_stream_subscription',
 | 
						|
            '_huddle_subscription',
 | 
						|
        ]
 | 
						|
    )
 | 
						|
 | 
						|
    return realm_config
 | 
						|
 | 
						|
def sanity_check_stream_data(response, config, context):
 | 
						|
    # type: (TableData, Config, Context) -> None
 | 
						|
 | 
						|
    actual_streams = set([stream.name for stream in Stream.objects.all()])
 | 
						|
    streams_in_response = set([stream['name'] for stream in response['zerver_stream']])
 | 
						|
 | 
						|
    if streams_in_response != actual_streams:
 | 
						|
        print(streams_in_response - actual_streams)
 | 
						|
        print(actual_streams - streams_in_response)
 | 
						|
        raise Exception('''
 | 
						|
            zerver_stream data does not match
 | 
						|
            Stream.objects.all().
 | 
						|
 | 
						|
            Please investigate!
 | 
						|
            ''')
 | 
						|
 | 
						|
def fetch_user_profile_cross_realm(response, config, context):
 | 
						|
    # type: (TableData, Config, Context) -> None
 | 
						|
    realm = context['realm']
 | 
						|
 | 
						|
    if realm.domain == "zulip.com":
 | 
						|
        response['zerver_userprofile_crossrealm'] = []
 | 
						|
    else:
 | 
						|
        response['zerver_userprofile_crossrealm'] = [dict(email=x.email, id=x.id) for x in [
 | 
						|
        get_user_profile_by_email(settings.NOTIFICATION_BOT),
 | 
						|
        get_user_profile_by_email(settings.EMAIL_GATEWAY_BOT),
 | 
						|
        get_user_profile_by_email(settings.WELCOME_BOT),
 | 
						|
    ]]
 | 
						|
 | 
						|
def fetch_attachment_data(response, realm_id):
 | 
						|
    # type: (TableData, int) -> None
 | 
						|
    filter_args = {'realm_id': realm_id} # TODO: filter by messages
 | 
						|
    query = Attachment.objects.filter(**filter_args)
 | 
						|
    response['zerver_attachment'] = make_raw(list(query))
 | 
						|
    floatify_datetime_fields(response, 'zerver_attachment')
 | 
						|
 | 
						|
def fetch_huddle_objects(response, config, context):
 | 
						|
    # type: (TableData, Config, Context) -> None
 | 
						|
 | 
						|
    realm = context['realm']
 | 
						|
    user_profile_ids = set(r['id'] for r in response[config.parent.table])
 | 
						|
 | 
						|
    # First we get all huddles involving someone in the realm.
 | 
						|
    realm_huddle_subs = Subscription.objects.select_related("recipient").filter(recipient__type=Recipient.HUDDLE,
 | 
						|
                                                                                user_profile__in=user_profile_ids)
 | 
						|
    realm_huddle_recipient_ids = set(sub.recipient_id for sub in realm_huddle_subs)
 | 
						|
 | 
						|
    # Mark all Huddles whose recipient ID contains a cross-realm user.
 | 
						|
    unsafe_huddle_recipient_ids = set()
 | 
						|
    for sub in Subscription.objects.select_related().filter(recipient__in=realm_huddle_recipient_ids):
 | 
						|
        if sub.user_profile.realm != realm:
 | 
						|
            # In almost every case the other realm will be zulip.com
 | 
						|
            unsafe_huddle_recipient_ids.add(sub.recipient_id)
 | 
						|
 | 
						|
    # Now filter down to just those huddles that are entirely within the realm.
 | 
						|
    #
 | 
						|
    # This is important for ensuring that the User objects needed
 | 
						|
    # to import it on the other end exist (since we're only
 | 
						|
    # exporting the users from this realm), at the cost of losing
 | 
						|
    # some of these cross-realm messages.
 | 
						|
    huddle_subs = [sub for sub in realm_huddle_subs if sub.recipient_id not in unsafe_huddle_recipient_ids]
 | 
						|
    huddle_recipient_ids = set(sub.recipient_id for sub in huddle_subs)
 | 
						|
    huddle_ids = set(sub.recipient.type_id for sub in huddle_subs)
 | 
						|
 | 
						|
    huddle_subscription_dicts = make_raw(huddle_subs)
 | 
						|
    huddle_recipients = make_raw(Recipient.objects.filter(id__in=huddle_recipient_ids))
 | 
						|
 | 
						|
    response['_huddle_recipient'] = huddle_recipients
 | 
						|
    response['_huddle_subscription'] = huddle_subscription_dicts
 | 
						|
    response['zerver_huddle'] = make_raw(Huddle.objects.filter(id__in=huddle_ids))
 | 
						|
 | 
						|
def fetch_usermessages(realm, message_ids, user_profile_ids, message_filename):
 | 
						|
    # type: (Realm, Set[int], Set[int], Path) -> List[Record]
 | 
						|
    # UserMessage export security rule: You can export UserMessages
 | 
						|
    # for the messages you exported for the users in your realm.
 | 
						|
    user_message_query = UserMessage.objects.filter(user_profile__realm=realm,
 | 
						|
                                                    message_id__in=message_ids)
 | 
						|
    user_message_chunk = []
 | 
						|
    for user_message in user_message_query:
 | 
						|
        if user_message.user_profile_id not in user_profile_ids:
 | 
						|
            continue
 | 
						|
        user_message_obj = model_to_dict(user_message)
 | 
						|
        user_message_obj['flags_mask'] = user_message.flags.mask
 | 
						|
        del user_message_obj['flags']
 | 
						|
        user_message_chunk.append(user_message_obj)
 | 
						|
    logging.info("Fetched UserMessages for %s" % (message_filename,))
 | 
						|
    return user_message_chunk
 | 
						|
 | 
						|
def export_usermessages_batch(input_path, output_path):
 | 
						|
    # type: (Path, Path) -> None
 | 
						|
    """As part of the system for doing parallel exports, this runs on one
 | 
						|
    batch of Message objects and adds the corresponding UserMessage
 | 
						|
    objects. (This is called by the export_usermessage_batch
 | 
						|
    management command)."""
 | 
						|
    with open(input_path, "r") as input_file:
 | 
						|
        output = ujson.loads(input_file.read())
 | 
						|
    message_ids = [item['id'] for item in output['zerver_message']]
 | 
						|
    user_profile_ids = set(output['zerver_userprofile_ids'])
 | 
						|
    del output['zerver_userprofile_ids']
 | 
						|
    realm = Realm.objects.get(id=output['realm_id'])
 | 
						|
    del output['realm_id']
 | 
						|
    output['zerver_usermessage'] = fetch_usermessages(realm, set(message_ids), user_profile_ids, output_path)
 | 
						|
    write_message_export(output_path, output)
 | 
						|
    os.unlink(input_path)
 | 
						|
 | 
						|
def write_message_export(message_filename, output):
 | 
						|
    # type: (Path, MessageOutput) -> None
 | 
						|
    write_data_to_file(output_file=message_filename, data=output)
 | 
						|
    logging.info("Dumped to %s" % (message_filename,))
 | 
						|
 | 
						|
def export_partial_message_files(realm, response, chunk_size=1000, output_dir=None):
 | 
						|
    # type: (Realm, TableData, int, Path) -> None
 | 
						|
    if output_dir is None:
 | 
						|
        output_dir = tempfile.mkdtemp(prefix="zulip-export")
 | 
						|
 | 
						|
    def get_ids(records):
 | 
						|
        # type: (List[Record]) -> Set[int]
 | 
						|
        return set(x['id'] for x in records)
 | 
						|
 | 
						|
    user_profile_ids = get_ids(response['zerver_userprofile'] +
 | 
						|
                               response['zerver_userprofile_crossrealm'])
 | 
						|
    recipient_ids = get_ids(response['zerver_recipient'])
 | 
						|
 | 
						|
    # Basic security rule: You can export everything sent by someone
 | 
						|
    # in your realm export (members of your realm plus Zulip realm
 | 
						|
    # bots) to a recipient object you're exporting (that is thus also
 | 
						|
    # in your realm).
 | 
						|
    #
 | 
						|
    # TODO: In theory, you should be able to export messages in
 | 
						|
    # cross-realm PM threads; currently, this only exports cross-realm
 | 
						|
    # messages received by your realm that were sent by Zulip system
 | 
						|
    # bots (e.g. emailgateway, notification-bot).
 | 
						|
    message_query = Message.objects.filter(sender__in=user_profile_ids,
 | 
						|
                                           recipient__in=recipient_ids).order_by("id")
 | 
						|
 | 
						|
    min_id = -1
 | 
						|
    dump_file_id = 1
 | 
						|
    while True:
 | 
						|
        actual_query = message_query.filter(id__gt=min_id)[0:chunk_size]
 | 
						|
        message_chunk = make_raw(actual_query)
 | 
						|
        message_ids = set(m['id'] for m in message_chunk)
 | 
						|
 | 
						|
        if len(message_chunk) == 0:
 | 
						|
            break
 | 
						|
 | 
						|
        # Figure out the name of our shard file.
 | 
						|
        message_filename = os.path.join(output_dir, "messages-%06d.json" % (dump_file_id,))
 | 
						|
        message_filename += '.partial'
 | 
						|
        logging.info("Fetched Messages for %s" % (message_filename,))
 | 
						|
 | 
						|
        # Clean up our messages.
 | 
						|
        table_data = {} # type: TableData
 | 
						|
        table_data['zerver_message'] = message_chunk
 | 
						|
        floatify_datetime_fields(table_data, 'zerver_message')
 | 
						|
 | 
						|
        # Build up our output for the .partial file, which needs
 | 
						|
        # a list of user_profile_ids to search for (as well as
 | 
						|
        # the realm id).
 | 
						|
        output = {} # type: MessageOutput
 | 
						|
        output['zerver_message'] = table_data['zerver_message']
 | 
						|
        output['zerver_userprofile_ids'] = list(user_profile_ids)
 | 
						|
        output['realm_id'] = realm.id
 | 
						|
 | 
						|
        # And write the data.
 | 
						|
        write_message_export(message_filename, output)
 | 
						|
        min_id = max(message_ids)
 | 
						|
        dump_file_id += 1
 | 
						|
 | 
						|
    # TODO: Add asserts that every message was sent in the realm and every recipient is available above.
 | 
						|
 | 
						|
def export_uploads_and_avatars(realm, output_dir):
 | 
						|
    # type: (Realm, Path) -> None
 | 
						|
    os.makedirs(os.path.join(output_dir, "uploads"))
 | 
						|
    if settings.LOCAL_UPLOADS_DIR:
 | 
						|
        # Small installations and developers will usually just store files locally.
 | 
						|
        export_uploads_from_local(realm, os.path.join(output_dir, "uploads"),
 | 
						|
                                  os.path.join(settings.LOCAL_UPLOADS_DIR, "files"))
 | 
						|
        export_avatars_from_local(realm, os.path.join(output_dir, "avatars"),
 | 
						|
                                  os.path.join(settings.LOCAL_UPLOADS_DIR, "avatars"))
 | 
						|
    else:
 | 
						|
        # Some bigger installations will have their data stored on S3.
 | 
						|
        export_files_from_s3(realm, settings.S3_AVATAR_BUCKET, os.path.join(output_dir, "avatars"), True)
 | 
						|
        export_files_from_s3(realm, settings.S3_AUTH_UPLOADS_BUCKET, os.path.join(output_dir, "uploads"))
 | 
						|
 | 
						|
def export_files_from_s3(realm, bucket_name, output_dir, processing_avatars=False):
 | 
						|
    # type: (Realm, str, Path, bool) -> None
 | 
						|
    conn = S3Connection(settings.S3_KEY, settings.S3_SECRET_KEY)
 | 
						|
    bucket = conn.get_bucket(bucket_name, validate=True)
 | 
						|
    records = []
 | 
						|
 | 
						|
    logging.info("Downloading uploaded files from %s" % (bucket_name))
 | 
						|
 | 
						|
    avatar_hash_values = set()
 | 
						|
    user_ids = set()
 | 
						|
    if processing_avatars:
 | 
						|
        bucket_list = bucket.list()
 | 
						|
        for user_profile in UserProfile.objects.filter(realm=realm):
 | 
						|
            avatar_hash = user_avatar_hash(user_profile.email)
 | 
						|
            avatar_hash_values.add(avatar_hash)
 | 
						|
            avatar_hash_values.add(avatar_hash + ".original")
 | 
						|
            user_ids.add(user_profile.id)
 | 
						|
    else:
 | 
						|
        bucket_list = bucket.list(prefix="%s/" % (realm.id,))
 | 
						|
 | 
						|
    if not os.path.exists(output_dir):
 | 
						|
        os.makedirs(output_dir)
 | 
						|
 | 
						|
    if settings.EMAIL_GATEWAY_BOT is not None:
 | 
						|
        email_gateway_bot = get_user_profile_by_email(settings.EMAIL_GATEWAY_BOT)
 | 
						|
    else:
 | 
						|
        email_gateway_bot = None
 | 
						|
 | 
						|
    count = 0
 | 
						|
    for bkey in bucket_list:
 | 
						|
        if processing_avatars and bkey.name not in avatar_hash_values:
 | 
						|
            continue
 | 
						|
        key = bucket.get_key(bkey.name)
 | 
						|
 | 
						|
        # This can happen if an email address has moved realms
 | 
						|
        if 'realm_id' in key.metadata and key.metadata['realm_id'] != str(realm.id):
 | 
						|
            if email_gateway_bot is None or key.metadata['user_profile_id'] != str(email_gateway_bot.id):
 | 
						|
                raise Exception("Key metadata problem: %s %s / %s" % (key.name, key.metadata, realm.id))
 | 
						|
            # Email gateway bot sends messages, potentially including attachments, cross-realm.
 | 
						|
            print("File uploaded by email gateway bot: %s / %s" % (key.name, key.metadata))
 | 
						|
        elif processing_avatars:
 | 
						|
            if 'user_profile_id' not in key.metadata:
 | 
						|
                raise Exception("Missing user_profile_id in key metadata: %s" % (key.metadata,))
 | 
						|
            if int(key.metadata['user_profile_id']) not in user_ids:
 | 
						|
                raise Exception("Wrong user_profile_id in key metadata: %s" % (key.metadata,))
 | 
						|
        elif 'realm_id' not in key.metadata:
 | 
						|
            raise Exception("Missing realm_id in key metadata: %s" % (key.metadata,))
 | 
						|
 | 
						|
        record = dict(s3_path=key.name, bucket=bucket_name,
 | 
						|
                      size=key.size, last_modified=key.last_modified,
 | 
						|
                      content_type=key.content_type, md5=key.md5)
 | 
						|
        record.update(key.metadata)
 | 
						|
 | 
						|
        # A few early avatars don't have 'realm_id' on the object; fix their metadata
 | 
						|
        user_profile = get_user_profile_by_id(record['user_profile_id'])
 | 
						|
        if 'realm_id' not in record:
 | 
						|
            record['realm_id'] = user_profile.realm_id
 | 
						|
        record['user_profile_email'] = user_profile.email
 | 
						|
 | 
						|
        if processing_avatars:
 | 
						|
            dirname = output_dir
 | 
						|
            filename = os.path.join(dirname, key.name)
 | 
						|
            record['path'] = key.name
 | 
						|
        else:
 | 
						|
            fields = key.name.split('/')
 | 
						|
            if len(fields) != 3:
 | 
						|
                raise Exception("Suspicious key %s" % (key.name))
 | 
						|
            dirname = os.path.join(output_dir, fields[1])
 | 
						|
            filename = os.path.join(dirname, fields[2])
 | 
						|
            record['path'] = os.path.join(fields[1], fields[2])
 | 
						|
 | 
						|
        if not os.path.exists(dirname):
 | 
						|
            os.makedirs(dirname)
 | 
						|
        key.get_contents_to_filename(filename)
 | 
						|
 | 
						|
        records.append(record)
 | 
						|
        count += 1
 | 
						|
 | 
						|
        if (count % 100 == 0):
 | 
						|
            logging.info("Finished %s" % (count,))
 | 
						|
 | 
						|
    with open(os.path.join(output_dir, "records.json"), "w") as records_file:
 | 
						|
        ujson.dump(records, records_file, indent=4)
 | 
						|
 | 
						|
def export_uploads_from_local(realm, output_dir, local_dir):
 | 
						|
    # type: (Realm, Path, Path) -> None
 | 
						|
    if not os.path.exists(output_dir):
 | 
						|
        os.makedirs(output_dir)
 | 
						|
 | 
						|
    count = 0
 | 
						|
    records = []
 | 
						|
    for attachment in Attachment.objects.filter(realm_id=realm.id):
 | 
						|
        local_path = os.path.join(local_dir, attachment.path_id)
 | 
						|
        output_path = os.path.join(output_dir, attachment.path_id)
 | 
						|
        mkdir_p(os.path.dirname(output_path))
 | 
						|
        subprocess.check_call(["cp", "-a", local_path, output_path])
 | 
						|
        stat = os.stat(local_path)
 | 
						|
        record = dict(realm_id=attachment.realm.id,
 | 
						|
                      user_profile_id=attachment.owner.id,
 | 
						|
                      user_profile_email=attachment.owner.email,
 | 
						|
                      s3_path=attachment.path_id,
 | 
						|
                      path=attachment.path_id,
 | 
						|
                      size=stat.st_size,
 | 
						|
                      last_modified=stat.st_mtime,
 | 
						|
                      content_type=None)
 | 
						|
        records.append(record)
 | 
						|
 | 
						|
        count += 1
 | 
						|
 | 
						|
        if (count % 100 == 0):
 | 
						|
            logging.info("Finished %s" % (count,))
 | 
						|
    with open(os.path.join(output_dir, "records.json"), "w") as records_file:
 | 
						|
        ujson.dump(records, records_file, indent=4)
 | 
						|
 | 
						|
def export_avatars_from_local(realm, output_dir, local_dir):
 | 
						|
    # type: (Realm, Path, Path) -> None
 | 
						|
    if not os.path.exists(output_dir):
 | 
						|
        os.makedirs(output_dir)
 | 
						|
 | 
						|
    count = 0
 | 
						|
    records = []
 | 
						|
 | 
						|
    users = list(UserProfile.objects.filter(realm=realm))
 | 
						|
    users += [
 | 
						|
        get_user_profile_by_email(settings.NOTIFICATION_BOT),
 | 
						|
        get_user_profile_by_email(settings.EMAIL_GATEWAY_BOT),
 | 
						|
        get_user_profile_by_email(settings.WELCOME_BOT),
 | 
						|
    ]
 | 
						|
    for user in users:
 | 
						|
        if user.avatar_source == UserProfile.AVATAR_FROM_GRAVATAR:
 | 
						|
            continue
 | 
						|
        # NOTE: There is an avatar source called AVATAR_FROM_SYSTEM,
 | 
						|
        #       but I'm not sure we support it any more.  If we
 | 
						|
        #       have system-generated avatars, then arguably we
 | 
						|
        #       don't need to export them, but it's probably
 | 
						|
        #       expedient to just copy them over.  The more
 | 
						|
        #       common case is AVATAR_FROM_USER, which is handled
 | 
						|
        #       here as well.  AVATAR_FROM_GRAVATAR refers to
 | 
						|
        #       avatars hosted by gravatar.com, and for them,
 | 
						|
        #       we have no files to worry about exporting
 | 
						|
 | 
						|
        avatar_hash = user_avatar_hash(user.email)
 | 
						|
        wildcard = os.path.join(local_dir, avatar_hash + '.*')
 | 
						|
 | 
						|
        for local_path in glob.glob(wildcard):
 | 
						|
            logging.info('Copying avatar file for user %s from %s' % (
 | 
						|
                user.email, local_path))
 | 
						|
            fn = os.path.basename(local_path)
 | 
						|
            output_path = os.path.join(output_dir, fn)
 | 
						|
            mkdir_p(str(os.path.dirname(output_path)))
 | 
						|
            subprocess.check_call(["cp", "-a", str(local_path), str(output_path)])
 | 
						|
            stat = os.stat(local_path)
 | 
						|
            record = dict(realm_id=realm.id,
 | 
						|
                          user_profile_id=user.id,
 | 
						|
                          user_profile_email=user.email,
 | 
						|
                          s3_path=fn,
 | 
						|
                          path=fn,
 | 
						|
                          size=stat.st_size,
 | 
						|
                          last_modified=stat.st_mtime,
 | 
						|
                          content_type=None)
 | 
						|
            records.append(record)
 | 
						|
 | 
						|
            count += 1
 | 
						|
 | 
						|
            if (count % 100 == 0):
 | 
						|
                logging.info("Finished %s" % (count,))
 | 
						|
 | 
						|
    with open(os.path.join(output_dir, "records.json"), "w") as records_file:
 | 
						|
        ujson.dump(records, records_file, indent=4)
 | 
						|
 | 
						|
def do_write_stats_file_for_realm_export(output_dir):
 | 
						|
    stats_file = os.path.join(output_dir, 'stats.txt')
 | 
						|
    realm_file = os.path.join(output_dir, 'realm.json')
 | 
						|
    message_files = glob.glob(os.path.join(output_dir, 'messages-*.json'))
 | 
						|
    fns = sorted(message_files + [realm_file])
 | 
						|
 | 
						|
    logging.info('Writing stats file: %s\n' % (stats_file,))
 | 
						|
    with open(stats_file, 'w') as f:
 | 
						|
        for fn in fns:
 | 
						|
            f.write(os.path.basename(fn) +'\n')
 | 
						|
            payload = open(fn).read()
 | 
						|
            data = ujson.loads(payload)
 | 
						|
            for k in sorted(data):
 | 
						|
                f.write('%5d %s\n' % (len(data[k]), k))
 | 
						|
            f.write('\n')
 | 
						|
 | 
						|
        avatar_file = os.path.join(output_dir, 'avatars/records.json')
 | 
						|
        uploads_file = os.path.join(output_dir, 'uploads/records.json')
 | 
						|
 | 
						|
        for fn in [avatar_file, uploads_file]:
 | 
						|
            f.write(fn+'\n')
 | 
						|
            payload = open(fn).read()
 | 
						|
            data = ujson.loads(payload)
 | 
						|
            f.write('%5d records\n' % len(data))
 | 
						|
            f.write('\n')
 | 
						|
 | 
						|
def do_export_realm(realm, output_dir, threads):
 | 
						|
    # type: (Realm, Path, int) -> None
 | 
						|
    response = {} # type: TableData
 | 
						|
 | 
						|
    # We need at least one thread running to export
 | 
						|
    # UserMessage rows.  The management command should
 | 
						|
    # enforce this for us.
 | 
						|
    assert threads >= 1
 | 
						|
 | 
						|
    realm_config = get_realm_config()
 | 
						|
 | 
						|
    create_soft_link(source=output_dir, in_progress=True)
 | 
						|
 | 
						|
    logging.info("Exporting data from get_realm_config()...")
 | 
						|
    export_from_config(
 | 
						|
        response=response,
 | 
						|
        config=realm_config,
 | 
						|
        seed_object=realm,
 | 
						|
        context=dict(realm=realm)
 | 
						|
    )
 | 
						|
    logging.info('...DONE with get_realm_config() data')
 | 
						|
 | 
						|
    fetch_attachment_data(response=response, realm_id=realm.id)
 | 
						|
 | 
						|
    export_file = os.path.join(output_dir, "realm.json")
 | 
						|
    write_data_to_file(output_file=export_file, data=response)
 | 
						|
 | 
						|
    sanity_check_output(response)
 | 
						|
 | 
						|
    logging.info("Exporting uploaded files and avatars")
 | 
						|
    export_uploads_and_avatars(realm, output_dir)
 | 
						|
 | 
						|
    # We (sort of) export zerver_message rows here.  We write
 | 
						|
    # them to .partial files that are subsequently fleshed out
 | 
						|
    # by parallel processes to add in zerver_usermessage data.
 | 
						|
    # This is for performance reasons, of course.  Some installations
 | 
						|
    # have millions of messages.
 | 
						|
    logging.info("Exporting .partial files messages")
 | 
						|
    export_partial_message_files(realm, response, output_dir=output_dir)
 | 
						|
 | 
						|
    # Start parallel jobs to export the UserMessage objects.
 | 
						|
    launch_user_message_subprocesses(threads=threads, output_dir=output_dir)
 | 
						|
 | 
						|
    logging.info("Finished exporting %s" % (realm.domain))
 | 
						|
    create_soft_link(source=output_dir, in_progress=False)
 | 
						|
 | 
						|
def create_soft_link(source, in_progress=True):
 | 
						|
    is_done = not in_progress
 | 
						|
    in_progress_link = '/tmp/zulip-export-in-progress'
 | 
						|
    done_link = '/tmp/zulip-export-most-recent'
 | 
						|
 | 
						|
    if in_progress:
 | 
						|
        new_target = in_progress_link
 | 
						|
    else:
 | 
						|
        subprocess.check_call(['rm', '-f', in_progress_link])
 | 
						|
        new_target = done_link
 | 
						|
 | 
						|
    subprocess.check_call(["ln", "-nsf", source, new_target])
 | 
						|
    if is_done:
 | 
						|
        logging.info('See %s for output files' % (new_target,))
 | 
						|
 | 
						|
 | 
						|
def launch_user_message_subprocesses(threads, output_dir):
 | 
						|
    # type: (int, Path) -> None
 | 
						|
    logging.info('Launching %d PARALLEL subprocesses to export UserMessage rows' % (threads,))
 | 
						|
    def run_job(shard):
 | 
						|
        # type: (str) -> int
 | 
						|
        subprocess.call(["./manage.py", 'export_usermessage_batch', '--path',
 | 
						|
                         str(output_dir), '--thread', shard])
 | 
						|
        return 0
 | 
						|
 | 
						|
    for (status, job) in run_parallel(run_job,
 | 
						|
                                      [str(x) for x in range(0, threads)],
 | 
						|
                                      threads=threads):
 | 
						|
        print("Shard %s finished, status %s" % (job, status))
 | 
						|
 | 
						|
def do_export_user(user_profile, output_dir):
 | 
						|
    # type: (UserProfile, Path) -> None
 | 
						|
    response = {} # type: TableData
 | 
						|
 | 
						|
    export_single_user(user_profile, response)
 | 
						|
    export_file = os.path.join(output_dir, "user.json")
 | 
						|
    write_data_to_file(output_file=export_file, data=response)
 | 
						|
    logging.info("Exporting messages")
 | 
						|
    export_messages_single_user(user_profile, output_dir=output_dir)
 | 
						|
 | 
						|
def export_single_user(user_profile, response):
 | 
						|
    # type: (UserProfile, TableData) -> None
 | 
						|
 | 
						|
    config = get_single_user_config()
 | 
						|
    export_from_config(
 | 
						|
        response=response,
 | 
						|
        config=config,
 | 
						|
        seed_object=user_profile,
 | 
						|
    )
 | 
						|
 | 
						|
def get_single_user_config():
 | 
						|
    # type: () -> Config
 | 
						|
 | 
						|
    # zerver_userprofile
 | 
						|
    user_profile_config = Config(
 | 
						|
        table='zerver_userprofile',
 | 
						|
        is_seeded=True,
 | 
						|
        exclude=['password', 'api_key'],
 | 
						|
    )
 | 
						|
 | 
						|
    # zerver_subscription
 | 
						|
    subscription_config = Config(
 | 
						|
        table='zerver_subscription',
 | 
						|
        model=Subscription,
 | 
						|
        normal_parent=user_profile_config,
 | 
						|
        parent_key='user_profile__in',
 | 
						|
    )
 | 
						|
 | 
						|
    # zerver_recipient
 | 
						|
    recipient_config = Config(
 | 
						|
        table='zerver_recipient',
 | 
						|
        model=Recipient,
 | 
						|
        virtual_parent=subscription_config,
 | 
						|
        id_source=('zerver_subscription', 'recipient'),
 | 
						|
    )
 | 
						|
 | 
						|
    # zerver_stream
 | 
						|
    Config(
 | 
						|
        table='zerver_stream',
 | 
						|
        model=Stream,
 | 
						|
        virtual_parent=recipient_config,
 | 
						|
        id_source=('zerver_recipient', 'type_id'),
 | 
						|
        source_filter=lambda r: r['type'] == Recipient.STREAM,
 | 
						|
        exclude=['email_token'],
 | 
						|
    )
 | 
						|
 | 
						|
    return user_profile_config
 | 
						|
 | 
						|
def export_messages_single_user(user_profile, chunk_size=1000, output_dir=None):
 | 
						|
    # type: (UserProfile, int, Path) -> None
 | 
						|
    user_message_query = UserMessage.objects.filter(user_profile=user_profile)
 | 
						|
    min_id = -1
 | 
						|
    dump_file_id = 1
 | 
						|
    while True:
 | 
						|
        actual_query = user_message_query.select_related("message", "message__sending_client").filter(id__gt=min_id)[0:chunk_size]
 | 
						|
        user_message_chunk = [um for um in actual_query]
 | 
						|
        user_message_ids = set(um.id for um in user_message_chunk)
 | 
						|
 | 
						|
        if len(user_message_chunk) == 0:
 | 
						|
            break
 | 
						|
 | 
						|
        message_chunk = []
 | 
						|
        for user_message in user_message_chunk:
 | 
						|
            item = model_to_dict(user_message.message)
 | 
						|
            item['flags'] = user_message.flags_list()
 | 
						|
            item['flags_mask'] = user_message.flags.mask
 | 
						|
            # Add a few nice, human-readable details
 | 
						|
            item['sending_client_name'] = user_message.message.sending_client.name
 | 
						|
            item['display_recipient'] = get_display_recipient(user_message.message.recipient)
 | 
						|
            message_chunk.append(item)
 | 
						|
 | 
						|
        message_filename = os.path.join(output_dir, "messages-%06d.json" % (dump_file_id,))
 | 
						|
        logging.info("Fetched Messages for %s" % (message_filename,))
 | 
						|
 | 
						|
        output = {'zerver_message': message_chunk}
 | 
						|
        floatify_datetime_fields(output, 'zerver_message')
 | 
						|
 | 
						|
        write_message_export(message_filename, output)
 | 
						|
        min_id = max(user_message_ids)
 | 
						|
        dump_file_id += 1
 | 
						|
 | 
						|
# Code from here is the realm import code path
 | 
						|
 | 
						|
# id_maps is a dictionary that maps table names to dictionaries
 | 
						|
# that map old ids to new ids.  We use this in
 | 
						|
# re_map_foreign_keys and other places.
 | 
						|
#
 | 
						|
# We explicity initialize id_maps with the tables that support
 | 
						|
# id re-mapping.
 | 
						|
#
 | 
						|
# Code reviewers: give these tables extra scrutiny, as we need to
 | 
						|
# make sure to reload related tables AFTER we re-map the ids.
 | 
						|
id_maps = {
 | 
						|
    'client': {},
 | 
						|
    'user_profile': {},
 | 
						|
} # type: Dict[str, Dict[int, int]]
 | 
						|
 | 
						|
def update_id_map(table, old_id, new_id):
 | 
						|
    # type: (TableName, int, int) -> None
 | 
						|
    if table not in id_maps:
 | 
						|
        raise Exception('''
 | 
						|
            Table %s is not initialized in id_maps, which could
 | 
						|
            mean that we have not thought through circular
 | 
						|
            dependencies.
 | 
						|
            ''' % (table,))
 | 
						|
    id_maps[table][old_id] = new_id
 | 
						|
 | 
						|
def fix_datetime_fields(data, table):
 | 
						|
    # type: (TableData, TableName) -> None
 | 
						|
    for item in data[table]:
 | 
						|
        for field_name in DATE_FIELDS[table]:
 | 
						|
            if item[field_name] is None:
 | 
						|
                item[field_name] = None
 | 
						|
            else:
 | 
						|
                v = datetime.datetime.utcfromtimestamp(item[field_name])
 | 
						|
                item[field_name] = timezone.make_aware(v, timezone=timezone.utc)
 | 
						|
 | 
						|
def convert_to_id_fields(data, table, field_name):
 | 
						|
    # type: (TableData, TableName, Field) -> None
 | 
						|
    '''
 | 
						|
    When Django gives us dict objects via model_to_dict, the foreign
 | 
						|
    key fields are `foo`, but we want `foo_id` for the bulk insert.
 | 
						|
    This function handles the simple case where we simply rename
 | 
						|
    the fields.  For cases where we need to munge ids in the
 | 
						|
    database, see re_map_foreign_keys.
 | 
						|
    '''
 | 
						|
    for item in data[table]:
 | 
						|
        item[field_name + "_id"] = item[field_name]
 | 
						|
        del item[field_name]
 | 
						|
 | 
						|
def re_map_foreign_keys(data, table, field_name, related_table, verbose=True):
 | 
						|
    # type: (TableData, TableName, Field, TableName, bool) -> None
 | 
						|
    '''
 | 
						|
    We occasionally need to assign new ids to rows during the
 | 
						|
    import/export process, to accomodate things like existing rows
 | 
						|
    already being in tables.  See bulk_import_client for more context.
 | 
						|
 | 
						|
    The tricky part is making sure that foreign key references
 | 
						|
    are in sync with the new ids, and this fixer function does
 | 
						|
    the re-mapping.  (It also appends `_id` to the field.)
 | 
						|
    '''
 | 
						|
    lookup_table = id_maps[related_table]
 | 
						|
    for item in data[table]:
 | 
						|
        old_id = item[field_name]
 | 
						|
        if old_id in lookup_table:
 | 
						|
            new_id = lookup_table[old_id]
 | 
						|
            if verbose:
 | 
						|
                logging.info('Remapping %s%s from %s to %s' % (table,
 | 
						|
                                                              field_name + '_id',
 | 
						|
                                                              old_id,
 | 
						|
                                                              new_id))
 | 
						|
        else:
 | 
						|
            new_id = old_id
 | 
						|
        item[field_name + "_id"] = new_id
 | 
						|
        del item[field_name]
 | 
						|
 | 
						|
def fix_bitfield_keys(data, table, field_name):
 | 
						|
    # type: (TableData, TableName, Field) -> None
 | 
						|
    for item in data[table]:
 | 
						|
        item[field_name] = item[field_name + '_mask']
 | 
						|
        del item[field_name + '_mask']
 | 
						|
 | 
						|
def bulk_import_model(data, model, table, dump_file_id=None):
 | 
						|
    # type: (TableData, Any, TableName, str) -> None
 | 
						|
    # TODO, deprecate dump_file_id
 | 
						|
    model.objects.bulk_create(model(**item) for item in data[table])
 | 
						|
    if dump_file_id is None:
 | 
						|
        logging.info("Successfully imported %s from %s." % (model, table))
 | 
						|
    else:
 | 
						|
        logging.info("Successfully imported %s from %s[%s]." % (model, table, dump_file_id))
 | 
						|
 | 
						|
# Client is a table shared by multiple realms, so in order to
 | 
						|
# correctly import multiple realms into the same server, we need to
 | 
						|
# check if a Client object already exists, and so we need to support
 | 
						|
# remap all Client IDs to the values in the new DB.
 | 
						|
def bulk_import_client(data, model, table):
 | 
						|
    # type: (TableData, Any, TableName) -> None
 | 
						|
    for item in data[table]:
 | 
						|
        try:
 | 
						|
            client = Client.objects.get(name=item['name'])
 | 
						|
        except Client.DoesNotExist:
 | 
						|
            client = Client.objects.create(name=item['name'])
 | 
						|
        update_id_map(table='client', old_id=item['id'], new_id=client.id)
 | 
						|
 | 
						|
def import_uploads_local(import_dir, processing_avatars=False):
 | 
						|
    # type: (Path, bool) -> None
 | 
						|
    records_filename = os.path.join(import_dir, "records.json")
 | 
						|
    with open(records_filename) as records_file:
 | 
						|
        records = ujson.loads(records_file.read())
 | 
						|
 | 
						|
    for record in records:
 | 
						|
        if processing_avatars:
 | 
						|
            # For avatars, we need to rehash the user's email with the
 | 
						|
            # new server's avatar salt
 | 
						|
            avatar_hash = user_avatar_hash(record['user_profile_email'])
 | 
						|
            file_path = os.path.join(settings.LOCAL_UPLOADS_DIR, "avatars", avatar_hash)
 | 
						|
            if record['s3_path'].endswith('.original'):
 | 
						|
                file_path += '.original'
 | 
						|
            else:
 | 
						|
                file_path += '.png'
 | 
						|
        else:
 | 
						|
            file_path = os.path.join(settings.LOCAL_UPLOADS_DIR, "files", record['s3_path'])
 | 
						|
 | 
						|
        orig_file_path = os.path.join(import_dir, record['path'])
 | 
						|
        if not os.path.exists(os.path.dirname(file_path)):
 | 
						|
            subprocess.check_call(["mkdir", "-p", os.path.dirname(file_path)])
 | 
						|
        shutil.copy(orig_file_path, file_path)
 | 
						|
 | 
						|
def import_uploads_s3(bucket_name, import_dir, processing_avatars=False):
 | 
						|
    # type: (str, Path, bool) -> None
 | 
						|
    conn = S3Connection(settings.S3_KEY, settings.S3_SECRET_KEY)
 | 
						|
    bucket = conn.get_bucket(bucket_name, validate=True)
 | 
						|
 | 
						|
    records_filename = os.path.join(import_dir, "records.json")
 | 
						|
    with open(records_filename) as records_file:
 | 
						|
        records = ujson.loads(records_file.read())
 | 
						|
 | 
						|
    for record in records:
 | 
						|
        key = Key(bucket)
 | 
						|
 | 
						|
        if processing_avatars:
 | 
						|
            # For avatars, we need to rehash the user's email with the
 | 
						|
            # new server's avatar salt
 | 
						|
            avatar_hash = user_avatar_hash(record['user_profile_email'])
 | 
						|
            key.key = avatar_hash
 | 
						|
            if record['s3_path'].endswith('.original'):
 | 
						|
                key.key += '.original'
 | 
						|
        else:
 | 
						|
            key.key = record['s3_path']
 | 
						|
 | 
						|
        user_profile_id = int(record['user_profile_id'])
 | 
						|
        # Support email gateway bot and other cross-realm messages
 | 
						|
        if user_profile_id in id_maps["user_profile"]:
 | 
						|
            logging.info("Uploaded by ID mapped user: %s!" % (user_profile_id,))
 | 
						|
            user_profile_id = id_maps["user_profile"][user_profile_id]
 | 
						|
        user_profile = get_user_profile_by_id(user_profile_id)
 | 
						|
        key.set_metadata("user_profile_id", str(user_profile.id))
 | 
						|
        key.set_metadata("realm_id", str(user_profile.realm.id))
 | 
						|
        key.set_metadata("orig_last_modified", record['last_modified'])
 | 
						|
 | 
						|
        headers = {'Content-Type': key['content_type']}
 | 
						|
 | 
						|
        key.set_contents_from_filename(os.path.join(import_dir, record['path']), headers=headers)
 | 
						|
 | 
						|
def import_uploads(import_dir, processing_avatars=False):
 | 
						|
    # type: (Path, bool) -> None
 | 
						|
    if processing_avatars:
 | 
						|
        logging.info("Importing avatars")
 | 
						|
    else:
 | 
						|
        logging.info("Importing uploaded files")
 | 
						|
    if settings.LOCAL_UPLOADS_DIR:
 | 
						|
        import_uploads_local(import_dir, processing_avatars=processing_avatars)
 | 
						|
    else:
 | 
						|
        if processing_avatars:
 | 
						|
            bucket_name = settings.S3_AVATAR_BUCKET
 | 
						|
        else:
 | 
						|
            bucket_name = settings.S3_AUTH_UPLOADS_BUCKET
 | 
						|
        import_uploads_s3(bucket_name, import_dir, processing_avatars=processing_avatars)
 | 
						|
 | 
						|
# Importing data suffers from a difficult ordering problem because of
 | 
						|
# models that reference each other circularly.  Here is a correct order.
 | 
						|
#
 | 
						|
# * Client [no deps]
 | 
						|
# * Realm [-notifications_stream]
 | 
						|
# * Stream [only depends on realm]
 | 
						|
# * Realm's notifications_stream
 | 
						|
# * Now can do all realm_tables
 | 
						|
# * UserProfile, in order by ID to avoid bot loop issues
 | 
						|
# * Huddle
 | 
						|
# * Recipient
 | 
						|
# * Subscription
 | 
						|
# * Message
 | 
						|
# * UserMessage
 | 
						|
#
 | 
						|
# Because the Python object => JSON conversion process is not fully
 | 
						|
# faithful, we have to use a set of fixers (e.g. on DateTime objects
 | 
						|
# and Foreign Keys) to do the import correctly.
 | 
						|
def do_import_realm(import_dir):
 | 
						|
    # type: (Path) -> None
 | 
						|
    logging.info("Importing realm dump %s" % (import_dir,))
 | 
						|
    if not os.path.exists(import_dir):
 | 
						|
        raise Exception("Missing import directory!")
 | 
						|
 | 
						|
    realm_data_filename = os.path.join(import_dir, "realm.json")
 | 
						|
    if not os.path.exists(realm_data_filename):
 | 
						|
        raise Exception("Missing realm.json file!")
 | 
						|
 | 
						|
    logging.info("Importing realm data from %s" % (realm_data_filename,))
 | 
						|
    with open(realm_data_filename) as f:
 | 
						|
        data = ujson.load(f)
 | 
						|
 | 
						|
    convert_to_id_fields(data, 'zerver_realm', 'notifications_stream')
 | 
						|
    fix_datetime_fields(data, 'zerver_realm')
 | 
						|
    realm = Realm(**data['zerver_realm'][0])
 | 
						|
    if realm.notifications_stream_id is not None:
 | 
						|
        notifications_stream_id = int(realm.notifications_stream_id)
 | 
						|
    else:
 | 
						|
        notifications_stream_id = None
 | 
						|
    realm.notifications_stream_id = None
 | 
						|
    realm.save()
 | 
						|
    bulk_import_client(data, Client, 'zerver_client')
 | 
						|
 | 
						|
    # Email tokens will automatically be randomly generated when the
 | 
						|
    # Stream objects are created by Django.
 | 
						|
    fix_datetime_fields(data, 'zerver_stream')
 | 
						|
    convert_to_id_fields(data, 'zerver_stream', 'realm')
 | 
						|
    bulk_import_model(data, Stream, 'zerver_stream')
 | 
						|
 | 
						|
    realm.notifications_stream_id = notifications_stream_id
 | 
						|
    realm.save()
 | 
						|
 | 
						|
    convert_to_id_fields(data, "zerver_defaultstream", 'stream')
 | 
						|
    for (table, model) in realm_tables:
 | 
						|
        convert_to_id_fields(data, table, 'realm')
 | 
						|
        bulk_import_model(data, model, table)
 | 
						|
 | 
						|
    # Remap the user IDs for notification_bot and friends to their
 | 
						|
    # appropriate IDs on this server
 | 
						|
    for item in data['zerver_userprofile_crossrealm']:
 | 
						|
        logging.info("Adding to ID map: %s %s" % (item['id'], get_user_profile_by_email(item['email']).id))
 | 
						|
        new_user_id = get_user_profile_by_email(item['email']).id
 | 
						|
        update_id_map(table='user_profile', old_id=item['id'], new_id=new_user_id)
 | 
						|
 | 
						|
    fix_datetime_fields(data, 'zerver_userprofile')
 | 
						|
    convert_to_id_fields(data, 'zerver_userprofile', 'realm')
 | 
						|
    re_map_foreign_keys(data, 'zerver_userprofile', 'bot_owner', related_table="user_profile")
 | 
						|
    convert_to_id_fields(data, 'zerver_userprofile', 'default_sending_stream')
 | 
						|
    convert_to_id_fields(data, 'zerver_userprofile', 'default_events_register_stream')
 | 
						|
    for user_profile_dict in data['zerver_userprofile']:
 | 
						|
        user_profile_dict['password'] = None
 | 
						|
        user_profile_dict['api_key'] = random_api_key()
 | 
						|
        # Since Zulip doesn't use these permissions, drop them
 | 
						|
        del user_profile_dict['user_permissions']
 | 
						|
        del user_profile_dict['groups']
 | 
						|
    user_profiles = [UserProfile(**item) for item in data['zerver_userprofile']]
 | 
						|
    for user_profile in user_profiles:
 | 
						|
        user_profile.set_unusable_password()
 | 
						|
    UserProfile.objects.bulk_create(user_profiles)
 | 
						|
 | 
						|
    if 'zerver_huddle' in data:
 | 
						|
        bulk_import_model(data, Huddle, 'zerver_huddle')
 | 
						|
 | 
						|
    bulk_import_model(data, Recipient, 'zerver_recipient')
 | 
						|
    re_map_foreign_keys(data, 'zerver_subscription', 'user_profile', related_table="user_profile")
 | 
						|
    convert_to_id_fields(data, 'zerver_subscription', 'recipient')
 | 
						|
    bulk_import_model(data, Subscription, 'zerver_subscription')
 | 
						|
 | 
						|
    fix_datetime_fields(data, 'zerver_userpresence')
 | 
						|
    re_map_foreign_keys(data, 'zerver_userpresence', 'user_profile', related_table="user_profile")
 | 
						|
    re_map_foreign_keys(data, 'zerver_userpresence', 'client', related_table='client')
 | 
						|
    bulk_import_model(data, UserPresence, 'zerver_userpresence')
 | 
						|
 | 
						|
    fix_datetime_fields(data, 'zerver_useractivity')
 | 
						|
    re_map_foreign_keys(data, 'zerver_useractivity', 'user_profile', related_table="user_profile")
 | 
						|
    re_map_foreign_keys(data, 'zerver_useractivity', 'client', related_table='client')
 | 
						|
    bulk_import_model(data, UserActivity, 'zerver_useractivity')
 | 
						|
 | 
						|
    fix_datetime_fields(data, 'zerver_useractivityinterval')
 | 
						|
    re_map_foreign_keys(data, 'zerver_useractivityinterval', 'user_profile', related_table="user_profile")
 | 
						|
    bulk_import_model(data, UserActivityInterval, 'zerver_useractivityinterval')
 | 
						|
 | 
						|
    # Import uploaded files and avatars
 | 
						|
    import_uploads(os.path.join(import_dir, "avatars"), processing_avatars=True)
 | 
						|
    import_uploads(os.path.join(import_dir, "uploads"))
 | 
						|
 | 
						|
    # Import zerver_message and zerver_usermessage
 | 
						|
    import_message_data(import_dir)
 | 
						|
 | 
						|
    # Do attachments AFTER message data is loaded.
 | 
						|
    import_attachments(data)
 | 
						|
 | 
						|
def import_message_data(import_dir):
 | 
						|
    # type: (Path) -> None
 | 
						|
    dump_file_id = 1
 | 
						|
    while True:
 | 
						|
        message_filename = os.path.join(import_dir, "messages-%06d.json" % (dump_file_id,))
 | 
						|
        if not os.path.exists(message_filename):
 | 
						|
            break
 | 
						|
 | 
						|
        with open(message_filename) as f:
 | 
						|
            data = ujson.load(f)
 | 
						|
 | 
						|
        logging.info("Importing message dump %s" % (message_filename,))
 | 
						|
        re_map_foreign_keys(data, 'zerver_message', 'sender', related_table="user_profile")
 | 
						|
        convert_to_id_fields(data, 'zerver_message', 'recipient')
 | 
						|
        re_map_foreign_keys(data, 'zerver_message', 'sending_client', related_table='client')
 | 
						|
        fix_datetime_fields(data, 'zerver_message')
 | 
						|
        bulk_import_model(data, Message, 'zerver_message')
 | 
						|
 | 
						|
        # Due to the structure of these message chunks, we're
 | 
						|
        # guaranteed to have already imported all the Message objects
 | 
						|
        # for this batch of UserMessage objects.
 | 
						|
        convert_to_id_fields(data, 'zerver_usermessage', 'message')
 | 
						|
        re_map_foreign_keys(data, 'zerver_usermessage', 'user_profile', related_table="user_profile")
 | 
						|
        fix_bitfield_keys(data, 'zerver_usermessage', 'flags')
 | 
						|
        bulk_import_model(data, UserMessage, 'zerver_usermessage')
 | 
						|
 | 
						|
        dump_file_id += 1
 | 
						|
 | 
						|
def import_attachments(data):
 | 
						|
    # type: (TableData) -> None
 | 
						|
 | 
						|
    # Clean up the data in zerver_attachment that is not
 | 
						|
    # relevant to our many-to-many import.
 | 
						|
    fix_datetime_fields(data, 'zerver_attachment')
 | 
						|
    re_map_foreign_keys(data, 'zerver_attachment', 'owner', related_table="user_profile")
 | 
						|
    convert_to_id_fields(data, 'zerver_attachment', 'realm')
 | 
						|
 | 
						|
    # Configure ourselves.  Django models many-to-many (m2m)
 | 
						|
    # relations asymmetrically. The parent here refers to the
 | 
						|
    # Model that has the ManyToManyField.  It is assumed here
 | 
						|
    # the child models have been loaded, but we are in turn
 | 
						|
    # responsible for loading the parents and the m2m rows.
 | 
						|
    parent_model = Attachment
 | 
						|
    parent_db_table_name = 'zerver_attachment'
 | 
						|
    parent_singular = 'attachment'
 | 
						|
    child_singular = 'message'
 | 
						|
    child_plural = 'messages'
 | 
						|
    m2m_table_name = 'zerver_attachment_messages'
 | 
						|
    parent_id = 'attachment_id'
 | 
						|
    child_id = 'message_id'
 | 
						|
 | 
						|
    # First, build our list of many-to-many (m2m) rows.
 | 
						|
    # We do this in a slightly convoluted way to anticipate
 | 
						|
    # a future where we may need to call re_map_foreign_keys.
 | 
						|
 | 
						|
    m2m_rows = [] # type: List[Record]
 | 
						|
    for parent_row in data[parent_db_table_name]:
 | 
						|
        for fk_id in parent_row[child_plural]:
 | 
						|
            m2m_row = {} # type: Record
 | 
						|
            m2m_row[parent_singular] = parent_row['id']
 | 
						|
            m2m_row[child_singular] = fk_id
 | 
						|
            m2m_rows.append(m2m_row)
 | 
						|
 | 
						|
    # Create our table data for insert.
 | 
						|
    m2m_data = {m2m_table_name: m2m_rows} # type: TableData
 | 
						|
    convert_to_id_fields(m2m_data, m2m_table_name, parent_singular)
 | 
						|
    convert_to_id_fields(m2m_data, m2m_table_name, child_singular)
 | 
						|
    m2m_rows = m2m_data[m2m_table_name]
 | 
						|
 | 
						|
    # Next, delete out our child data from the parent rows.
 | 
						|
    for parent_row in data[parent_db_table_name]:
 | 
						|
        del parent_row[child_plural]
 | 
						|
 | 
						|
    # Next, load the parent rows.
 | 
						|
    bulk_import_model(data, parent_model, parent_db_table_name)
 | 
						|
 | 
						|
    # Now, go back to our m2m rows.
 | 
						|
    # TODO: Do this the kosher Django way.  We may find a
 | 
						|
    # better way to do this in Django 1.9 particularly.
 | 
						|
    with connection.cursor() as cursor:
 | 
						|
        sql_template = '''
 | 
						|
            insert into %s (%s, %s) values(%%s, %%s);''' % (m2m_table_name,
 | 
						|
                                                           parent_id,
 | 
						|
                                                           child_id)
 | 
						|
        tups = [(row[parent_id], row[child_id]) for row in m2m_rows]
 | 
						|
        cursor.executemany(sql_template, tups)
 | 
						|
 | 
						|
    logging.info('Successfully imported M2M table %s' % (m2m_table_name,))
 | 
						|
 |