import os import ujson import hashlib import sys import argparse import shutil import subprocess import re import logging import random import requests from django.conf import settings from django.db import connection from django.utils.timezone import now as timezone_now from django.forms.models import model_to_dict from typing import Any, Dict, List, Optional, Tuple, Set from zerver.forms import check_subdomain_available from zerver.models import Reaction, RealmEmoji, Realm, UserProfile, Recipient, \ CustomProfileField, CustomProfileFieldValue from zerver.data_import.slack_message_conversion import convert_to_zulip_markdown, \ get_user_full_name from zerver.data_import.import_util import ZerverFieldsT, build_zerver_realm, \ build_avatar, build_subscription, build_recipient, build_usermessages, \ build_defaultstream, build_attachment, process_avatars, process_uploads, \ process_emojis, build_realm, build_stream, build_message, \ create_converted_data_files, make_subscriber_map from zerver.data_import.sequencer import NEXT_ID from zerver.lib.parallel import run_parallel from zerver.lib.upload import random_name, sanitize_name from zerver.lib.export import MESSAGE_BATCH_CHUNK_SIZE from zerver.lib.emoji import NAME_TO_CODEPOINT_PATH # stubs AddedUsersT = Dict[str, int] AddedChannelsT = Dict[str, Tuple[str, int]] AddedRecipientsT = Dict[str, int] def rm_tree(path: str) -> None: if os.path.exists(path): shutil.rmtree(path) def slack_workspace_to_realm(domain_name: str, realm_id: int, user_list: List[ZerverFieldsT], realm_subdomain: str, slack_data_dir: str, custom_emoji_list: ZerverFieldsT)-> Tuple[ZerverFieldsT, AddedUsersT, AddedRecipientsT, AddedChannelsT, List[ZerverFieldsT], ZerverFieldsT]: """ Returns: 1. realm, Converted Realm data 2. added_users, which is a dictionary to map from slack user id to zulip user id 3. added_recipient, which is a dictionary to map from channel name to zulip recipient_id 4. added_channels, which is a dictionary to map from channel name to channel id, zulip stream_id 5. avatars, which is list to map avatars to zulip avatar records.json 6. emoji_url_map, which is maps emoji name to its slack url """ NOW = float(timezone_now().timestamp()) zerver_realm = build_zerver_realm(realm_id, realm_subdomain, NOW, 'Slack') # type: List[ZerverFieldsT] realm = build_realm(zerver_realm, realm_id, domain_name) zerver_userprofile, avatars, added_users, zerver_customprofilefield, \ zerver_customprofilefield_value = users_to_zerver_userprofile(slack_data_dir, user_list, realm_id, int(NOW), domain_name) channels_to_zerver_stream_fields = channels_to_zerver_stream(slack_data_dir, realm_id, added_users, zerver_userprofile) zerver_realmemoji, emoji_url_map = build_realmemoji(custom_emoji_list, realm_id) realm['zerver_realmemoji'] = zerver_realmemoji # See https://zulipchat.com/help/set-default-streams-for-new-users # for documentation on zerver_defaultstream realm['zerver_userprofile'] = zerver_userprofile # Custom profile fields realm['zerver_customprofilefield'] = zerver_customprofilefield realm['zerver_customprofilefieldvalue'] = zerver_customprofilefield_value realm['zerver_defaultstream'] = channels_to_zerver_stream_fields[0] realm['zerver_stream'] = channels_to_zerver_stream_fields[1] realm['zerver_subscription'] = channels_to_zerver_stream_fields[3] realm['zerver_recipient'] = channels_to_zerver_stream_fields[4] added_channels = channels_to_zerver_stream_fields[2] added_recipient = channels_to_zerver_stream_fields[5] return realm, added_users, added_recipient, added_channels, avatars, emoji_url_map def build_realmemoji(custom_emoji_list: ZerverFieldsT, realm_id: int) -> Tuple[List[ZerverFieldsT], ZerverFieldsT]: zerver_realmemoji = [] emoji_url_map = {} emoji_id = 0 for emoji_name, url in custom_emoji_list.items(): if 'emoji.slack-edge.com' in url: # Some of the emojis we get from the api have invalid links # this is to prevent errors related to them realmemoji = RealmEmoji( name=emoji_name, id=emoji_id, file_name=os.path.basename(url), deactivated=False) realmemoji_dict = model_to_dict(realmemoji, exclude=['realm', 'author']) realmemoji_dict['author'] = None realmemoji_dict['realm'] = realm_id emoji_url_map[emoji_name] = url zerver_realmemoji.append(realmemoji_dict) emoji_id += 1 return zerver_realmemoji, emoji_url_map def users_to_zerver_userprofile(slack_data_dir: str, users: List[ZerverFieldsT], realm_id: int, timestamp: Any, domain_name: str) -> Tuple[List[ZerverFieldsT], List[ZerverFieldsT], AddedUsersT, List[ZerverFieldsT], List[ZerverFieldsT]]: """ Returns: 1. zerver_userprofile, which is a list of user profile 2. avatar_list, which is list to map avatars to zulip avatard records.json 3. added_users, which is a dictionary to map from slack user id to zulip user id 4. zerver_customprofilefield, which is a list of all custom profile fields 5. zerver_customprofilefield_values, which is a list of user profile fields """ logging.info('######### IMPORTING USERS STARTED #########\n') zerver_userprofile = [] zerver_customprofilefield = [] # type: List[ZerverFieldsT] zerver_customprofilefield_values = [] # type: List[ZerverFieldsT] avatar_list = [] # type: List[ZerverFieldsT] added_users = {} # The user data we get from the slack api does not contain custom profile data # Hence we get it from the slack zip file slack_data_file_user_list = get_data_file(slack_data_dir + '/users.json') # To map user id with the custom profile fields of the corresponding user slack_user_custom_field_map = {} # type: ZerverFieldsT # To store custom fields corresponding to their ids custom_field_map = {} # type: ZerverFieldsT for user in slack_data_file_user_list: process_slack_custom_fields(user, slack_user_custom_field_map) # We have only one primary owner in slack, see link # https://get.slack.help/hc/en-us/articles/201912948-Owners-and-Administrators # This is to import the primary owner first from all the users user_id_count = custom_field_id_count = customprofilefield_id = 0 primary_owner_id = user_id_count user_id_count += 1 for user in users: slack_user_id = user['id'] if user.get('is_primary_owner', False): user_id = primary_owner_id else: user_id = user_id_count # email email = get_user_email(user, domain_name) # avatar # ref: https://chat.zulip.org/help/change-your-avatar avatar_url = build_avatar_url(slack_user_id, user['team_id'], user['profile']['avatar_hash']) build_avatar(user_id, realm_id, email, avatar_url, timestamp, avatar_list) # check if user is the admin realm_admin = get_admin(user) # timezone timezone = get_user_timezone(user) # Check for custom profile fields if slack_user_id in slack_user_custom_field_map: # For processing the fields custom_field_map, customprofilefield_id = build_customprofile_field( zerver_customprofilefield, slack_user_custom_field_map[slack_user_id], customprofilefield_id, realm_id, custom_field_map) # Store the custom field values for the corresponding user custom_field_id_count = build_customprofilefields_values( custom_field_map, slack_user_custom_field_map[slack_user_id], user_id, custom_field_id_count, zerver_customprofilefield_values) userprofile = UserProfile( full_name=get_user_full_name(user), short_name=user['name'], is_active=not user['deleted'], id=user_id, email=email, delivery_email=email, avatar_source='U', is_bot=user.get('is_bot', False), pointer=-1, is_realm_admin=realm_admin, bot_type=1 if user.get('is_bot', False) else None, date_joined=timestamp, timezone=timezone, last_login=timestamp) userprofile_dict = model_to_dict(userprofile) # Set realm id separately as the corresponding realm is not yet a Realm model instance userprofile_dict['realm'] = realm_id zerver_userprofile.append(userprofile_dict) added_users[slack_user_id] = user_id if not user.get('is_primary_owner', False): user_id_count += 1 logging.info(u"{} -> {}".format(user['name'], userprofile_dict['email'])) process_customprofilefields(zerver_customprofilefield, zerver_customprofilefield_values) logging.info('######### IMPORTING USERS FINISHED #########\n') return zerver_userprofile, avatar_list, added_users, zerver_customprofilefield, \ zerver_customprofilefield_values def build_customprofile_field(customprofile_field: List[ZerverFieldsT], fields: ZerverFieldsT, customprofilefield_id: int, realm_id: int, custom_field_map: ZerverFieldsT) -> Tuple[ZerverFieldsT, int]: # The name of the custom profile field is not provided in the slack data # Hash keys of the fields are provided # Reference: https://api.slack.com/methods/users.profile.set for field, value in fields.items(): if field not in custom_field_map: slack_custom_fields = ['phone', 'skype'] if field in slack_custom_fields: field_name = field else: field_name = ("slack custom field %s" % str(customprofilefield_id + 1)) customprofilefield = CustomProfileField( id=customprofilefield_id, name=field_name, field_type=1 # For now this is defaulted to 'SHORT_TEXT' # Processing is done in the function 'process_customprofilefields' ) customprofilefield_dict = model_to_dict(customprofilefield, exclude=['realm']) customprofilefield_dict['realm'] = realm_id custom_field_map[field] = customprofilefield_id customprofilefield_id += 1 customprofile_field.append(customprofilefield_dict) return custom_field_map, customprofilefield_id def process_slack_custom_fields(user: ZerverFieldsT, slack_user_custom_field_map: ZerverFieldsT) -> None: slack_user_custom_field_map[user['id']] = {} if user['profile'].get('fields'): slack_user_custom_field_map[user['id']] = user['profile']['fields'] slack_custom_fields = ['phone', 'skype'] for field in slack_custom_fields: if field in user['profile']: slack_user_custom_field_map[user['id']][field] = {'value': user['profile'][field]} def build_customprofilefields_values(custom_field_map: ZerverFieldsT, fields: ZerverFieldsT, user_id: int, custom_field_id: int, custom_field_values: List[ZerverFieldsT]) -> int: for field, value in fields.items(): custom_field_value = CustomProfileFieldValue( id=custom_field_id, value=value['value']) custom_field_value_dict = model_to_dict(custom_field_value, exclude=['user_profile', 'field']) custom_field_value_dict['user_profile'] = user_id custom_field_value_dict['field'] = custom_field_map[field] custom_field_values.append(custom_field_value_dict) custom_field_id += 1 return custom_field_id def process_customprofilefields(customprofilefield: List[ZerverFieldsT], customprofilefield_value: List[ZerverFieldsT]) -> None: # Process the field types by checking all field values for field in customprofilefield: for field_value in customprofilefield_value: if field_value['field'] == field['id'] and len(field_value['value']) > 50: field['field_type'] = 2 # corresponding to Long text break def get_user_email(user: ZerverFieldsT, domain_name: str) -> str: if 'email' in user['profile']: return user['profile']['email'] if 'bot_id' in user['profile']: if 'real_name_normalized' in user['profile']: slack_bot_name = user['profile']['real_name_normalized'] elif 'first_name' in user['profile']: slack_bot_name = user['profile']['first_name'] else: raise AssertionError("Could not identify bot type") return slack_bot_name.replace("Bot", "").replace(" ", "") + "-bot@%s" % (domain_name,) if get_user_full_name(user) == "slackbot": return "imported-slackbot-bot@%s" % (domain_name,) raise AssertionError("Could not find email address for Slack user %s" % (user,)) def build_avatar_url(slack_user_id: str, team_id: str, avatar_hash: str) -> str: avatar_url = "https://ca.slack-edge.com/{}-{}-{}".format(team_id, slack_user_id, avatar_hash) return avatar_url def get_admin(user: ZerverFieldsT) -> bool: admin = user.get('is_admin', False) owner = user.get('is_owner', False) primary_owner = user.get('is_primary_owner', False) if admin or owner or primary_owner: return True return False def get_user_timezone(user: ZerverFieldsT) -> str: _default_timezone = "America/New_York" timezone = user.get("tz", _default_timezone) if timezone is None or '/' not in timezone: timezone = _default_timezone return timezone def channels_to_zerver_stream(slack_data_dir: str, realm_id: int, added_users: AddedUsersT, zerver_userprofile: List[ZerverFieldsT]) -> Tuple[List[ZerverFieldsT], List[ZerverFieldsT], AddedChannelsT, List[ZerverFieldsT], List[ZerverFieldsT], AddedRecipientsT]: """ Returns: 1. zerver_defaultstream, which is a list of the default streams 2. zerver_stream, while is a list of all streams 3. added_channels, which is a dictionary to map from channel name to channel id, zulip stream_id 4. zerver_subscription, which is a list of the subscriptions 5. zerver_recipient, which is a list of the recipients 6. added_recipient, which is a dictionary to map from channel name to zulip recipient_id """ logging.info('######### IMPORTING CHANNELS STARTED #########\n') channels = get_data_file(slack_data_dir + '/channels.json') added_channels = {} added_recipient = {} zerver_stream = [] zerver_subscription = [] # type: List[ZerverFieldsT] zerver_recipient = [] zerver_defaultstream = [] stream_id_count = subscription_id_count = recipient_id_count = defaultstream_id = 0 for channel in channels: # slack_channel_id = channel['id'] # map Slack's topic and purpose content into Zulip's stream description. # WARN This mapping is lossy since the topic.creator, topic.last_set, # purpose.creator, purpose.last_set fields are not preserved. description = channel["purpose"]["value"] stream_id = stream_id_count recipient_id = recipient_id_count # construct the stream object and append it to zerver_stream stream = build_stream(float(channel["created"]), realm_id, channel["name"], description, stream_id, channel["is_archived"]) zerver_stream.append(stream) # construct defaultstream object # slack has the default channel 'general' and 'random' # where every user is subscribed default_channels = ['general', 'random'] # Slack specific if channel['name'] in default_channels: defaultstream = build_defaultstream(realm_id, stream_id, defaultstream_id) zerver_defaultstream.append(defaultstream) defaultstream_id += 1 added_channels[stream['name']] = (channel['id'], stream_id) recipient = build_recipient(stream_id, recipient_id, Recipient.STREAM) zerver_recipient.append(recipient) added_recipient[stream['name']] = recipient_id # TODO add recipients for private message and huddles # construct the subscription object and append it to zerver_subscription subscription_id_count = get_subscription(channel['members'], zerver_subscription, recipient_id, added_users, subscription_id_count) # TODO add zerver_subscription which correspond to # huddles type recipient # For huddles: # sub['recipient']=recipient['id'] where recipient['type_id']=added_users[member] stream_id_count += 1 recipient_id_count += 1 logging.info(u"{} -> created".format(channel['name'])) # TODO map Slack's pins to Zulip's stars # There is the security model that Slack's pins are known to the team owner # as evident from where it is stored at (channels) # "pins": [ # { # "id": "1444755381.000003", # "type": "C", # "user": "U061A5N1G", # "owner": "U061A5N1G", # "created": "1444755463" # } # ], for user in zerver_userprofile: # this maps the recipients and subscriptions # related to private messages recipient = build_recipient(user['id'], recipient_id_count, Recipient.PERSONAL) sub = build_subscription(recipient_id_count, user['id'], subscription_id_count) zerver_recipient.append(recipient) zerver_subscription.append(sub) subscription_id_count += 1 recipient_id_count += 1 logging.info('######### IMPORTING STREAMS FINISHED #########\n') return zerver_defaultstream, zerver_stream, added_channels, zerver_subscription, \ zerver_recipient, added_recipient def get_subscription(channel_members: List[str], zerver_subscription: List[ZerverFieldsT], recipient_id: int, added_users: AddedUsersT, subscription_id: int) -> int: for member in channel_members: sub = build_subscription(recipient_id, added_users[member], subscription_id) # The recipient corresponds to a stream for stream-readable message. zerver_subscription.append(sub) subscription_id += 1 return subscription_id def convert_slack_workspace_messages(slack_data_dir: str, users: List[ZerverFieldsT], realm_id: int, added_users: AddedUsersT, added_recipient: AddedRecipientsT, added_channels: AddedChannelsT, realm: ZerverFieldsT, zerver_realmemoji: List[ZerverFieldsT], domain_name: str, output_dir: str, chunk_size: int=MESSAGE_BATCH_CHUNK_SIZE) -> Tuple[List[ZerverFieldsT], List[ZerverFieldsT], List[ZerverFieldsT]]: """ Returns: 1. reactions, which is a list of the reactions 2. uploads, which is a list of uploads to be mapped in uploads records.json 3. attachment, which is a list of the attachments """ all_messages = get_all_messages(slack_data_dir, added_channels) # we sort the messages according to the timestamp to show messages with # the proper date order all_messages = sorted(all_messages, key=lambda message: message['ts']) logging.info('######### IMPORTING MESSAGES STARTED #########\n') total_reactions = [] # type: List[ZerverFieldsT] total_attachments = [] # type: List[ZerverFieldsT] total_uploads = [] # type: List[ZerverFieldsT] # The messages are stored in batches low_index = 0 upper_index = low_index + chunk_size dump_file_id = 1 subscriber_map = make_subscriber_map( zerver_subscription=realm['zerver_subscription'], ) while True: message_data = all_messages[low_index:upper_index] if len(message_data) == 0: break zerver_message, zerver_usermessage, attachment, uploads, reactions = \ channel_message_to_zerver_message( realm_id, users, added_users, added_recipient, message_data, zerver_realmemoji, subscriber_map, added_channels, domain_name) message_json = dict( zerver_message=zerver_message, zerver_usermessage=zerver_usermessage) message_file = "/messages-%06d.json" % (dump_file_id,) logging.info("Writing Messages to %s\n" % (output_dir + message_file)) create_converted_data_files(message_json, output_dir, message_file) total_reactions += reactions total_attachments += attachment total_uploads += uploads low_index = upper_index upper_index = chunk_size + low_index dump_file_id += 1 logging.info('######### IMPORTING MESSAGES FINISHED #########\n') return total_reactions, total_uploads, total_attachments def get_all_messages(slack_data_dir: str, added_channels: AddedChannelsT) -> List[ZerverFieldsT]: all_messages = [] # type: List[ZerverFieldsT] for channel_name in added_channels.keys(): channel_dir = os.path.join(slack_data_dir, channel_name) json_names = os.listdir(channel_dir) for json_name in json_names: message_dir = os.path.join(channel_dir, json_name) messages = get_data_file(message_dir) for message in messages: # To give every message the channel information message['channel_name'] = channel_name all_messages += messages return all_messages def channel_message_to_zerver_message(realm_id: int, users: List[ZerverFieldsT], added_users: AddedUsersT, added_recipient: AddedRecipientsT, all_messages: List[ZerverFieldsT], zerver_realmemoji: List[ZerverFieldsT], subscriber_map: Dict[int, Set[int]], added_channels: AddedChannelsT, domain_name: str) -> Tuple[List[ZerverFieldsT], List[ZerverFieldsT], List[ZerverFieldsT], List[ZerverFieldsT], List[ZerverFieldsT]]: """ Returns: 1. zerver_message, which is a list of the messages 2. zerver_usermessage, which is a list of the usermessages 3. zerver_attachment, which is a list of the attachments 4. uploads_list, which is a list of uploads to be mapped in uploads records.json 5. reaction_list, which is a list of all user reactions """ zerver_message = [] zerver_usermessage = [] # type: List[ZerverFieldsT] uploads_list = [] # type: List[ZerverFieldsT] zerver_attachment = [] # type: List[ZerverFieldsT] reaction_list = [] # type: List[ZerverFieldsT] # For unicode emoji with open(NAME_TO_CODEPOINT_PATH) as fp: name_to_codepoint = ujson.load(fp) for message in all_messages: user = get_message_sending_user(message) if not user: # Ignore messages without user names # These are Sometimes produced by slack continue subtype = message.get('subtype', False) if subtype in [ # Zulip doesn't have a pinned_item concept "pinned_item", "unpinned_item", # Slack's channel join/leave notices are spammy "channel_join", "channel_leave", "channel_name" ]: continue try: content, mentioned_user_ids, has_link = convert_to_zulip_markdown( message['text'], users, added_channels, added_users) except Exception: print("Slack message unexpectedly missing text representation:") print(ujson.dumps(message, indent=4)) continue rendered_content = None recipient_id = added_recipient[message['channel_name']] message_id = NEXT_ID('message') # Process message reactions if 'reactions' in message.keys(): build_reactions(reaction_list, message['reactions'], added_users, message_id, name_to_codepoint, zerver_realmemoji) # Process different subtypes of slack messages # Subtypes which have only the action in the message should # be rendered with '/me' in the content initially # For example "sh_room_created" has the message 'started a call' # which should be displayed as '/me started a call' if subtype in ["bot_add", "sh_room_created", "me_message"]: content = ('/me %s' % (content)) file_info = process_message_files( message=message, domain_name=domain_name, realm_id=realm_id, message_id=message_id, user=user, users=users, added_users=added_users, zerver_attachment=zerver_attachment, uploads_list=uploads_list, ) content += file_info['content'] has_link = has_link or file_info['has_link'] has_attachment = file_info['has_attachment'] has_image = file_info['has_image'] # construct message subject = 'imported from slack' zulip_message = build_message(subject, float(message['ts']), message_id, content, rendered_content, added_users[user], recipient_id, has_image, has_link, has_attachment) zerver_message.append(zulip_message) # construct usermessages build_usermessages( zerver_usermessage=zerver_usermessage, subscriber_map=subscriber_map, recipient_id=recipient_id, mentioned_user_ids=mentioned_user_ids, message_id=message_id, ) return zerver_message, zerver_usermessage, zerver_attachment, uploads_list, \ reaction_list def process_message_files(message: ZerverFieldsT, domain_name: str, realm_id: int, message_id: int, user: str, users: List[ZerverFieldsT], added_users: AddedUsersT, zerver_attachment: List[ZerverFieldsT], uploads_list: List[ZerverFieldsT]) -> Dict[str, Any]: has_attachment = False has_image = False has_link = False files = message.get('files', []) subtype = message.get('subtype') if subtype == 'file_share': # In Slack messages, uploads can either have the subtype as 'file_share' or # have the upload information in 'files' keyword files = [message['file']] markdown_links = [] for fileinfo in files: url = fileinfo['url_private'] if 'files.slack.com' in url: # For attachments with slack download link has_attachment = True has_link = True has_image = True if 'image' in fileinfo['mimetype'] else False file_user = [iterate_user for iterate_user in users if message['user'] == iterate_user['id']] file_user_email = get_user_email(file_user[0], domain_name) s3_path, content_for_link = get_attachment_path_and_content(fileinfo, realm_id) markdown_links.append(content_for_link) # construct attachments build_uploads(added_users[user], realm_id, file_user_email, fileinfo, s3_path, uploads_list) build_attachment(realm_id, {message_id}, added_users[user], fileinfo, s3_path, zerver_attachment) else: # For attachments with link not from slack # Example: Google drive integration has_link = True if 'title' in fileinfo: file_name = fileinfo['title'] else: file_name = fileinfo['name'] markdown_links.append('[%s](%s)' % (file_name, fileinfo['url_private'])) content = '\n'.join(markdown_links) return dict( content=content, has_attachment=has_attachment, has_image=has_image, has_link=has_link, ) def get_attachment_path_and_content(fileinfo: ZerverFieldsT, realm_id: int) -> Tuple[str, str]: # Should be kept in sync with its equivalent in zerver/lib/uploads in the function # 'upload_message_file' s3_path = "/".join([ str(realm_id), 'SlackImportAttachment', # This is a special placeholder which should be kept # in sync with 'exports.py' function 'import_message_data' format(random.randint(0, 255), 'x'), random_name(18), sanitize_name(fileinfo['name']) ]) attachment_path = ('/user_uploads/%s' % (s3_path)) content = '[%s](%s)' % (fileinfo['title'], attachment_path) return s3_path, content def build_reactions(reaction_list: List[ZerverFieldsT], reactions: List[ZerverFieldsT], added_users: AddedUsersT, message_id: int, name_to_codepoint: ZerverFieldsT, zerver_realmemoji: List[ZerverFieldsT]) -> None: realmemoji = {} for realm_emoji in zerver_realmemoji: realmemoji[realm_emoji['name']] = realm_emoji['id'] # For the unicode emoji codes, we use equivalent of # function 'emoji_name_to_emoji_code' in 'zerver/lib/emoji' here for slack_reaction in reactions: emoji_name = slack_reaction['name'] # Check in unicode emoji if emoji_name in name_to_codepoint: emoji_code = name_to_codepoint[emoji_name] reaction_type = Reaction.UNICODE_EMOJI # Check in realm emoji elif emoji_name in realmemoji: emoji_code = realmemoji[emoji_name] reaction_type = Reaction.REALM_EMOJI else: continue for user in slack_reaction['users']: reaction_id = NEXT_ID('reaction') reaction = Reaction( id=reaction_id, emoji_code=emoji_code, emoji_name=emoji_name, reaction_type=reaction_type) reaction_dict = model_to_dict(reaction, exclude=['message', 'user_profile']) reaction_dict['message'] = message_id reaction_dict['user_profile'] = added_users[user] reaction_list.append(reaction_dict) def build_uploads(user_id: int, realm_id: int, email: str, fileinfo: ZerverFieldsT, s3_path: str, uploads_list: List[ZerverFieldsT]) -> None: upload = dict( path=fileinfo['url_private'], # Save slack's url here, which is used later while processing realm_id=realm_id, content_type=None, user_profile_id=user_id, last_modified=fileinfo['timestamp'], user_profile_email=email, s3_path=s3_path, size=fileinfo['size']) uploads_list.append(upload) def get_message_sending_user(message: ZerverFieldsT) -> Optional[str]: if 'user' in message: return message['user'] if message.get('file'): return message['file'].get('user') return None def do_convert_data(slack_zip_file: str, output_dir: str, token: str, threads: int=6) -> None: # Subdomain is set by the user while running the import command realm_subdomain = "" realm_id = 0 domain_name = settings.EXTERNAL_HOST slack_data_dir = slack_zip_file.replace('.zip', '') if not os.path.exists(slack_data_dir): os.makedirs(slack_data_dir) os.makedirs(output_dir, exist_ok=True) # output directory should be empty initially if os.listdir(output_dir): raise Exception('Output directory should be empty!') subprocess.check_call(['unzip', '-q', slack_zip_file, '-d', slack_data_dir]) # with zipfile.ZipFile(slack_zip_file, 'r') as zip_ref: # zip_ref.extractall(slack_data_dir) # We get the user data from the legacy token method of slack api, which is depreciated # but we use it as the user email data is provided only in this method user_list = get_slack_api_data(token, "https://slack.com/api/users.list", "members") # Get custom emoji from slack api custom_emoji_list = get_slack_api_data(token, "https://slack.com/api/emoji.list", "emoji") realm, added_users, added_recipient, added_channels, avatar_list, \ emoji_url_map = slack_workspace_to_realm(domain_name, realm_id, user_list, realm_subdomain, slack_data_dir, custom_emoji_list) reactions, uploads_list, zerver_attachment = convert_slack_workspace_messages( slack_data_dir, user_list, realm_id, added_users, added_recipient, added_channels, realm, realm['zerver_realmemoji'], domain_name, output_dir) # Move zerver_reactions to realm.json file realm['zerver_reaction'] = reactions emoji_folder = os.path.join(output_dir, 'emoji') os.makedirs(emoji_folder, exist_ok=True) emoji_records = process_emojis(realm['zerver_realmemoji'], emoji_folder, emoji_url_map, threads) avatar_folder = os.path.join(output_dir, 'avatars') avatar_realm_folder = os.path.join(avatar_folder, str(realm_id)) os.makedirs(avatar_realm_folder, exist_ok=True) avatar_records = process_avatars(avatar_list, avatar_folder, realm_id, threads, size_url_suffix='-512') uploads_folder = os.path.join(output_dir, 'uploads') os.makedirs(os.path.join(uploads_folder, str(realm_id)), exist_ok=True) uploads_records = process_uploads(uploads_list, uploads_folder, threads) attachment = {"zerver_attachment": zerver_attachment} # IO realm.json create_converted_data_files(realm, output_dir, '/realm.json') # IO emoji records create_converted_data_files(emoji_records, output_dir, '/emoji/records.json') # IO avatar records create_converted_data_files(avatar_records, output_dir, '/avatars/records.json') # IO uploads records create_converted_data_files(uploads_records, output_dir, '/uploads/records.json') # IO attachments records create_converted_data_files(attachment, output_dir, '/attachment.json') # remove slack dir rm_tree(slack_data_dir) subprocess.check_call(["tar", "-czf", output_dir + '.tar.gz', output_dir, '-P']) logging.info('######### DATA CONVERSION FINISHED #########\n') logging.info("Zulip data dump created at %s" % (output_dir)) def get_data_file(path: str) -> Any: with open(path, "r") as fp: data = ujson.load(fp) return data def get_slack_api_data(token: str, slack_api_url: str, get_param: str) -> Any: data = requests.get('%s?token=%s' % (slack_api_url, token)) if data.status_code == requests.codes.ok: if 'error' in data.json(): raise Exception('Enter a valid token!') json_data = data.json()[get_param] return json_data else: raise Exception('Something went wrong. Please try again!')