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from django.core.management.base import BaseCommand
from django.template.defaultfilters import slugify #todo: adopt unicode-aware slugify
#todo: http://stackoverflow.com/questions/837828/how-to-use-a-slug-in-django
import os
import re
import sys
import stackexchange.parse_models as se_parser
from xml.etree import ElementTree as et
from django.db import models
import forum.models as osqa
import stackexchange.models as se
from forum.forms import EditUserEmailFeedsForm
from forum.utils.html import sanitize_html
from django.conf import settings
from django.contrib.auth.models import Message as DjangoMessage
from django.utils.translation import ugettext as _
#from markdown2 import Markdown
#markdowner = Markdown(html4tags=True)
xml_read_order = (
'VoteTypes','UserTypes','Users','Users2Votes',
'Badges','Users2Badges','CloseReasons','FlatPages',
'MessageTypes','PostHistoryTypes','PostTypes','SchemaVersion',
'Settings','SystemMessages','ThemeResources','ThemeTextResources',
'ThrottleBucket','UserHistoryTypes','UserHistory',
'Users2Badges','VoteTypes','Users2Votes','MessageTypes',
'Posts','Posts2Votes','PostHistory','PostComments',
'ModeratorMessages','Messages','Comments2Votes',
)
#association tables SE item id --> OSQA item id
#table associations are implied
#todo: there is an issue that these may be inconsistent with the database
USER = {}#SE User.id --> django(OSQA) User.id
QUESTION = {}
ANSWER = {}
NAMESAKE_COUNT = {}# number of times user name was used - for X.get_screen_name
class X(object):#
"""class with methods for handling some details
of SE --> OSQA mapping
"""
badge_type_map = {'1':'gold','2':'silver','3':'bronze'}
osqa_supported_id_providers = (
'google','yahoo','aol','myopenid',
'flickr','technorati',
'wordpress','blogger','livejournal',
'claimid','vidoop','verisign',
'openidurl','facebook','local',
'twitter' #oauth is not on this list, b/c it has no own url
)
#map SE VoteType -> osqa.User vote method
#created methods with the same call structure in osqa.User
#User.<vote_method>(post, timestamp=None, cancel=False)
vote_actions = {
'UpMod':'upvote',
'DownMod':'downvote',
'AcceptedByOriginator':'accept_answer',
'Offensive':'flag_post',
'Favorite':'toggle_favorite_question',
}
#these modes cannot be mixed
#only wiki is assumed to be mixable
exclusive_revision_modes = (
'initial','edit','rollback','lock',
'migrate','close','merge','delete',
)
#badges whose names don't match exactly, but
#present in both SE and OSQA
badge_exceptions = {# SE --> OSQA
'Citizen Patrol':'Citizen patrol',#single #todo: why sentence case?
'Strunk & White':'Strunk & White',#single
'Civic Duty':'Civic duty',
}
revision_type_map = {
'Initial Title':'initial',
'Initial Body':'initial',
'Initial Tags':'initial',
'Edit Title':'edit',
'Edit Body':'edit',
'Edit Tags':'edit',
'Rollback Title':'rollback',
'Rollback Body':'rollback',
'Rollback Tags':'rollback',
'Post Closed':'close',
'Post Reopened':'close',
'Post Deleted':'delete',
'Post Undeleted':'delete',
'Post Locked':'lock',
'Post Unlocked':'lock',
'Community Owned':'wiki',
'Post Migrated':'migrate',
'Question Merged':'merge',
}
close_reason_map = {
1:1,#duplicate
2:2,#off-topic
3:3,#subjective and argumentative
4:4,#not a real question
5:7,#offensive
6:6,#irrelevant or outdated question
7:9,#too localized
10:8,#spam
}
@classmethod
def get_message_text(cls, se_m):
"""try to intelligently translate
SE message to OSQA so that it makese sense in
our context
"""
#todo: properly translate messages
#todo: maybe work through more instances of messages
if se_m.message_type.name == 'Badge Notification':
return se_m.text
else:
if 'you are now an administrator' in se_m.text:
return _('Congratulations, you are now an Administrator')
elif re.search(r'^You have \d+ new',se_m.text):
bits = se_m.text.split('.')
text = bits[0]
if se_m.user.id == -1:
return None
url = cls.get_user(se_m.user).get_profile_url()
return '<a href="%s?sort=responses">%s</a>' % (url,text)
return None
@classmethod
def get_post(cls, se_post):
#todo: fix this hack - either in-memory id association table
#or use database to store these associations
post_type = se_post.post_type.name
if post_type == 'Question':
return osqa.Question.objects.get(id=QUESTION[se_post.id].id)
elif post_type == 'Answer':
return osqa.Answer.objects.get(id=ANSWER[se_post.id].id)
else:
raise Exception('unknown post type %s' % post_type)
@classmethod
def get_close_reason(cls, se_reason):
#todo: this is a guess - have not seen real data
se_reason = int(se_reason)
return cls.close_reason_map[se_reason]
@classmethod
def get_user(cls, se_user):
#todo: same as get_post
return osqa.User.objects.get(id=USER[se_user.id].id)
@classmethod
def get_post_revision_group_types(cls, rev_group):
rev_types = {}
for rev in rev_group:
rev_type = cls.get_post_revision_type(rev)
rev_types[rev_type] = 1
rev_types = rev_types.keys()
#make sure that exclusive rev modes are not mixed
exclusive = cls.exclusive_revision_modes
if len(rev_types) > 1 and all([t in exclusive for t in rev_types]):
tstr = ','.join(rev_types)
gstr = ','.join([str(rev.id) for rev in rev_group])
msg = 'incompatible revision types %s in PostHistory %s' % (tstr,gstr)
raise Exception(msg)
return rev_types
@classmethod
def clean_tags(cls, tags):
tags = re.subn(r'\s+',' ',tags.strip())[0]
bits = tags.split(' ')
tags = ' '.join([bit[1:-1] for bit in bits])
tags = re.subn(r'\xf6','-',tags)[0]
return tags
@classmethod
def get_screen_name(cls, name):
"""always returns unique screen name
even if there are multiple users in SE
with the same exact screen name
"""
if name is None:
name = 'anonymous'
name = name.strip()
name = re.subn(r'\s+',' ',name)[0]#remove repeating spaces
try:
u = osqa.User.objects.get(username = name)
try:
if u.location:
name += ', %s' % u.location
if name in NAMESAKE_COUNT:
NAMESAKE_COUNT[name] += 1
name += ' %d' % NAMESAKE_COUNT[name]
else:
NAMESAKE_COUNT[name] = 1
except osqa.User.DoesNotExist:
pass
except osqa.User.DoesNotExist:
NAMESAKE_COUNT[name] = 1
return name
@classmethod
def get_email(cls, email):#todo: fix fringe case - user did not give email!
if email is None:
return settings.ANONYMOUS_USER_EMAIL
else:
assert(email != '')
return email
@classmethod
def get_post_revision_type(cls, rev):
rev_name = rev.post_history_type.name
rev_type = cls.revision_type_map.get(rev_name, None)
if rev_type is None:
raise Exception('dont understand revision type %s' % rev)
return rev_type
#crude method of getting id provider name from the url
@classmethod
def get_openid_provider_name(cls, openid_url):
openid_str = str(openid_url)
bits = openid_str.split('/')
base_url = bits[2] #assume this is base url
url_bits = base_url.split('.')
provider_name = url_bits[-2].lower()
if provider_name not in cls.osqa_supported_id_providers:
raise Exception('could not determine login provider for %s' % openid_url)
return provider_name
@staticmethod
def blankable(input):
if input is None:
return ''
else:
return input
@classmethod
def parse_badge_summary(cls, badge_summary):
(gold,silver,bronze) = (0,0,0)
if badge_summary:
if len(badge_summary) > 3:
print 'warning: guessing that badge summary is comma separated'
print 'have %s' % badge_summary
bits = badge_summary.split(',')
else:
bits = [badge_summary]
for bit in bits:
m = re.search(r'^(?P<type>[1-3])=(?P<count>\d+)$', bit)
if not m:
raise Exception('could not parse badge summary: %s' % badge_summary)
else:
badge_type = cls.badge_type_map[m.groupdict()['type']]
locals()[badge_type] = int(m.groupdict()['count'])
return (gold,silver,bronze)
@classmethod
def get_badge_name(cls, name):
return cls.badge_exceptions.get(name, name)
class Command(BaseCommand):
help = 'Loads StackExchange data from unzipped directory of XML files into the OSQA database'
args = 'se_dump_dir'
def handle(self, *arg, **kwarg):
if len(arg) < 1 or not os.path.isdir(arg[0]):
print 'Error: first argument must be a directory with all the SE *.xml files'
sys.exit(1)
self.dump_path = arg[0]
#read the data into SE tables
for xml in xml_read_order:
xml_path = self.get_xml_path(xml)
table_name = self.get_table_name(xml)
self.load_xml_file(xml_path, table_name)
#this is important so that when we clean up messages
#automatically generated by the procedures below
#we do not delete old messages
#todo: unfortunately this may need to be redone
#when we upgrade to django 1.2 and definitely by 1.4 when
#the current message system will be replaced with the
#django messages framework
self.save_osqa_message_id_list()
#transfer data into OSQA tables
print 'Transferring users...',
sys.stdout.flush()
self.transfer_users()
print 'done.'
print 'Transferring content edits...',
sys.stdout.flush()
self.transfer_question_and_answer_activity()
print 'done.'
print 'Transferring view counts...',
sys.stdout.flush()
self.transfer_question_view_counts()
print 'done.'
print 'Transferring comments...',
sys.stdout.flush()
self.transfer_comments()
print 'done.'
print 'Transferring badges and badge awards...',
sys.stdout.flush()
self.transfer_badges()
print 'done.'
print 'Transferring votes...',
sys.stdout.flush()
self.transfer_votes()#includes favorites, accepts and flags
print 'done.'
self.cleanup_messages()#delete autogenerated messages
self.transfer_messages()
#todo: these are not clear how to go about
self.transfer_update_subscriptions()
self.transfer_tag_preferences()
self.transfer_meta_pages()
def save_osqa_message_id_list(self):
id_list = list(DjangoMessage.objects.all().values('id'))
self._osqa_message_id_list = id_list
def cleanup_messages(self):
"""deletes messages generated by the load process
"""
id_list = self._osqa_message_id_list
mset = DjangoMessage.objects.all().exclude(id__in=id_list)
mset.delete()
def transfer_messages(self):
"""transfers some messages from
SE to OSQA
"""
for m in se.Message.objects.all():
if m.is_read:
continue
if m.user.id == -1:
continue
u = X.get_user(m.user)
text = X.get_message_text(m)
if text:
u.message_set.create(
message=text,
)
def _process_post_initial_revision_group(self, rev_group):
title = None
text = None
tags = None
wiki = False
author = USER[rev_group[0].user.id]
added_at = rev_group[0].creation_date
for rev in rev_group:
rev_type = rev.post_history_type.name
if rev_type == 'Initial Title':
title = rev.text
elif rev_type == 'Initial Body':
text = rev.text
elif rev_type == 'Initial Tags':
tags = X.clean_tags(rev.text)
elif rev_type == 'Community Owned':
wiki = True
else:
raise Exception('unexpected revision type %s' % rev_type)
post_type = rev_group[0].post.post_type.name
if post_type == 'Question':
q = osqa.Question.objects.create_new(
title = title,
author = author,
added_at = added_at,
wiki = wiki,
tagnames = tags,
text = text
)
QUESTION[rev_group[0].post.id] = q
elif post_type == 'Answer':
q = X.get_post(rev_group[0].post.parent)
a = osqa.Answer.objects.create_new(
question = q,
author = author,
added_at = added_at,
wiki = wiki,
text = text,
)
ANSWER[rev_group[0].post.id] = a
else:
post_id = rev_group[0].post.id
raise Exception('unknown post type %s for id=%d' % (post_type, post_id))
def _process_post_edit_revision_group(self, rev_group):
#question apply edit
(title, text, tags) = (None, None, None)
for rev in rev_group:
rev_type = rev.post_history_type.name
if rev_type == 'Edit Title':
title = rev.text
elif rev_type == 'Edit Body':
text = rev.text
elif rev_type == 'Edit Tags':
tags = X.clean_tags(rev.text)
elif rev_type == 'Community Owned':
pass
else:
raise Exception('unexpected revision type %s' % rev_type)
rev0 = rev_group[0]
edited_by = USER[rev0.user.id]
edited_at = rev0.creation_date
comment = ';'.join([rev.comment for rev in rev_group if rev.comment])
post_type = rev0.post.post_type.name
if post_type == 'Question':
q = X.get_post(rev0.post)
q.apply_edit(
edited_at = edited_at,
edited_by = edited_by,
title = title,
text = text,
comment = comment,
tags = tags,
)
elif post_type == 'Answer':
a = X.get_post(rev0.post)
a.apply_edit(
edited_at = edited_at,
edited_by = edited_by,
text = text,
comment = comment,
)
def _make_post_wiki(self, rev_group):
#todo: untested
for rev in rev_group:
if rev.post_history_type.name == 'Community Owned':
p = X.get_post(rev.post)
u = X.get_user(rev.user)
t = rev.creation_date
p.wiki = True
p.wikified_at = t
p.wikified_by = u
self.mark_activity(p,u,t)
p.save()
return
def mark_activity(self,p,u,t):
"""p,u,t - post, user, timestamp
"""
if isinstance(p, osqa.Question):
p.last_activity_by = u
p.last_activity_at = t
elif isinstance(p, osqa.Answer):
p.question.last_activity_by = u
p.question.last_activity_at = t
p.question.save()
def _process_post_rollback_revision_group(self, rev_group):
#todo: don't know what to do here as there were no
#such data available
pass
def _process_post_lock_revision_group(self, rev_group):
#todo: untested
for rev in rev_group:
rev_type = rev.post_history_type.name
if rev_type.endswith('ocked'):
t = rev.creation_date
u = X.get_user(rev.user)
p = X.get_post(rev.post)
if rev_type == 'Post Locked':
p.locked = True
p.locked_by = u
p.locked_at = t
elif rev_type == 'Post Unlocked':
p.locked = False
p.locked_by = None
p.locked_at = None
else:
return
self.mark_activity(p,u,t)
p.save()
return
def _process_post_close_revision_group(self, rev_group):
#todo: untested
for rev in rev_group:
if rev.post.post_type.name != 'Question':
return
rev_type = rev.post_history_type.name
if rev_type in ('Post Closed', 'Post Reopened'):
t = rev.creation_date
u = X.get_user(rev.user)
p = X.get_post(rev.post)
if rev_type == 'Post Closed':
p.closed = True
p.closed_at = t
p.closed_by = u
p.close_reason = X.get_close_reason(rev.text)
elif rev_type == 'Post Reopened':
p.closed = False
p.closed_at = None
p.closed_by = None
p.close_reason = None
self.mark_activity(p,u,t)
p.save()
return
def _process_post_delete_revision_group(self, rev_group):
#todo: untested
for rev in rev_group:
rev_type = rev.post_history_type.name
if rev_type.endswith('eleted'):
t = rev.creation_date
u = X.get_user(rev.user)
p = X.get_post(rev.post)
if rev_type == 'Post Deleted':
p.deleted = True
p.deleted_at = t
p.deleted_by = u
elif rev_type == 'Post Undeleted':
p.deleted = False
p.deleted_at = None
p.deleted_by = None
self.mark_activity(p,u,t)
p.save()
return
def _process_post_revision_group(self, rev_group):
#determine revision type
#'initial','edit','rollback','lock',
#'migrate','close','merge','delete',
rev_types = X.get_post_revision_group_types(rev_group)
if 'initial' in rev_types:
self._process_post_initial_revision_group(rev_group)
elif 'edit' in rev_types:
self._process_post_edit_revision_group(rev_group)
elif 'rollback' in rev_types:
self._process_post_rollback_revision_group(rev_group)
elif 'lock' in rev_types:
self._process_post_lock_revision_group(rev_group)
elif 'close' in rev_types:
self._process_post_close_revision_group(rev_group)
elif 'delete' in rev_types:
self._process_post_delete_revision_group(rev_group)
else:
pass
#todo: rollback, lock, close and delete are
#not tested
#merge and migrate actions are ignored
#wiki is mixable with other groups, so process it in addition
if 'wiki' in rev_types:
self._make_post_wiki(rev_group)
def transfer_tag_preferences(self):
#todo: figure out where these are stored in SE
#maybe in se.User.preferences_raw?
pass
def transfer_question_and_answer_activity(self):
"""transfers all question and answer
edits and related status changes
"""
#assuming that there are only two post types
se_revs = se.PostHistory.objects.all()
#assuming that chronologial order is correct and there
#will be no problems of data integrity upon insertion of records
se_revs = se_revs.order_by('creation_date','revision_guid')
#todo: ignored fringe case - no revisions
c_guid = se_revs[0].revision_guid
c_group = []
#this loop groups revisions by revision id, then calls process function
#for the revision grup (elementary revisions posted at once)
for se_rev in se_revs:
if se_rev.revision_guid == c_guid:
c_group.append(se_rev)
else:
self._process_post_revision_group(c_group)
c_group = []
c_group.append(se_rev)
c_guid = se_rev.revision_guid
if len(c_group) != 0:
self._process_post_revision_group(c_group)
def transfer_comments(self):
for se_c in se.PostComment.objects.all():
if se_c.deletion_date:
print 'Warning deleted comment %d dropped' % se_c.id
continue
se_post = se_c.post
if se_post.post_type.name == 'Question':
osqa_post = QUESTION[se_post.id]
elif se_post.post_type.name == 'Answer':
osqa_post = ANSWER[se_post.id]
osqa_post.add_comment(
comment = se_c.text,
added_at = se_c.creation_date,
user = USER[se_c.user.id]
)
def _install_missing_badges(self):
self._missing_badges = {}
for se_b in se.Badge.objects.all():
name = X.get_badge_name(se_b.name)
try:
osqa.Badge.objects.get(name=name)
except:
self._missing_badges[name] = 0
if len(se_b.description) > 300:
print 'Warning truncated description for badge %d' % se_b.id
osqa.Badge.objects.create(
name = name,
slug = slugify(name),
description = se_b.description,
multiple = (not se_b.single),
type = se_b.class_type
)
def _award_badges(self):
#note: SE does not keep information on
#content-related badges like osqa does
for se_a in se.User2Badge.objects.all():
if se_a.user.id == -1:
continue #skip community user
u = USER[se_a.user.id]
badge_name = X.get_badge_name(se_a.badge.name)
b = osqa.Badge.objects.get(name=badge_name)
if b.multiple == False:
if b.award_badge.count() > 0:
continue
#todo: fake content object here b/c SE does not support this
#todo: but osqa requires related content object
osqa.Award.objects.create(
user=u,
badge=b,
awarded_at=se_a.date,
content_object=u,
)
if b.name in self._missing_badges:
self._missing_badges[b.name] += 1
def _cleanup_badges(self):
d = self._missing_badges
unused = [name for name in d.keys() if d[name] == 0]
osqa.Badge.objects.filter(name__in=unused).delete()
installed = [name for name in d.keys() if d[name] > 0]
print 'Warning - following unsupported badges were installed:'
print ', '.join(installed)
def transfer_badges(self):
#note: badge level is neglected
#1) install missing badges
self._install_missing_badges()
#2) award badges
self._award_badges()
#3) delete unused newly installed badges
self._cleanup_badges()
pass
def transfer_question_view_counts(self):
for se_q in se.Post.objects.filter(post_type__name='Question'):
q = X.get_post(se_q)
q.view_count = se_q.view_count
q.save()
def transfer_votes(self):
for v in se.Post2Vote.objects.all():
vote_type = v.vote_type.name
if not vote_type in X.vote_actions:
continue
u = X.get_user(v.user)
p = X.get_post(v.post)
m = X.vote_actions[vote_type]
vote_method = getattr(osqa.User, m)
vote_method(u, p, timestamp = v.creation_date)
if v.deletion_date:
vote_method(u, p, timestamp = v.deletion_date, cancel=True)
def transfer_update_subscriptions(self):
#todo: not clear where this is stored in SE
#maybe in se.User.preferences_raw?
pass
def transfer_meta_pages(self):
#here we actually don't have anything in the database yet
#so we can't do this
pass
def load_xml_file(self, xml_path, table_name):
tree = et.parse(xml_path)
print 'loading from %s to %s' % (xml_path, table_name) ,
model = models.get_model('stackexchange', table_name)
i = 0
for row in tree.findall('.//row'):
model_entry = model()
i += 1
for col in row.getchildren():
field_name = se_parser.parse_field_name(col.tag)
field_type = model._meta.get_field(field_name)
field_value = se_parser.parse_value(col.text, field_type)
setattr(model_entry, field_name, field_value)
model_entry.save()
print '... %d objects saved' % i
def get_table_name(self,xml):
return se_parser.get_table_name(xml)
def get_xml_path(self, xml):
xml_path = os.path.join(self.dump_path, xml + '.xml')
if not os.path.isfile(xml_path):
print 'Error: file %s not found' % xml_path
sys.exit(1)
return xml_path
def transfer_users(self):
for se_u in se.User.objects.all():
if se_u.id < 1:#skip the Community user
continue
u = osqa.User()
u_type = se_u.user_type.name
if u_type == 'Administrator':
u.is_superuser = True
elif u_type == 'Moderator':
u.is_staff = True
elif u_type not in ('Unregistered', 'Registered'):
raise Exception('unknown user type %s' % u_type)
#if user is not registered, no association record created
#we do not allow posting by users who are not authenticated
#probably they'll just have to "recover" their account by email
if u_type != 'Unregistered':
assert(se_u.open_id)#everybody must have open_id
u_auth = osqa.AuthKeyUserAssociation()
u_auth.key = se_u.open_id
u_auth.provider = X.get_openid_provider_name(se_u.open_id)
u_auth.added_at = se_u.creation_date
if se_u.open_id is None and se_u.email is None:
print 'Warning: SE user %d is not recoverable (no email or openid)'
u.reputation = 1#se_u.reputation, it's actually re-computed
u.last_seen = se_u.last_access_date
u.email = X.get_email(se_u.email)
u.location = X.blankable(se_u.location)
u.date_of_birth = se_u.birthday #dattime -> date
u.website = X.blankable(se_u.website_url)
u.about = X.blankable(se_u.about_me)
u.last_login = se_u.last_login_date
u.date_joined = se_u.creation_date
u.is_active = True #todo: this may not be the case
u.username = X.get_screen_name(se_u.display_name)
u.real_name = X.blankable(se_u.real_name)
(gold,silver,bronze) = X.parse_badge_summary(se_u.badge_summary)
u.gold = gold
u.silver = silver
u.bronze = bronze
#todo: we don't have these fields
#views - number of profile views?
#has_replies
#has_message
#opt_in_recruit
#last_login_ip
#open_id_alt - ??
#preferences_raw - not clear how to use
#display_name_cleaned - lowercased, srtipped name
#timed_penalty_date
#phone
#don't know how to handle these - there was no usage example
#password_id
#guid
#ignored
#last_email_date - this translates directly to EmailFeedSetting.reported_at
#save the data
u.save()
form = EditUserEmailFeedsForm()
form.reset()
if se_u.opt_in_email == True:#set up daily subscription on "own" items
form.initial['individually_selected'] = 'd'
form.initial['asked_by_me'] = 'd'
form.initial['answered_by_me'] = 'd'
#
form.save(user=u, save_unbound=True)
if 'u_auth' in locals():
u_auth.user = u
u_auth.save()
USER[se_u.id] = u
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