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def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def check_fresh_login(): """Checks if the login is fresh for the current user, otherwise the user has to reauthenticate.""" if not login_fresh(): return current_app.login_manager.needs_refresh()
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def commit(self): context = self.pop() if self: # savepoint self[-1]['cbs'].extend(context['cbs']) self[-1]['dirty'] = self[-1]['dirty'] or context['dirty'] else: # transaction for func, args, kwargs in context['cbs']: func(*args, **kwargs)
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def overview(): # user and group stats banned_users = User.query.filter( Group.banned == True, Group.id == User.primary_group_id ).count() if not current_app.config["REDIS_ENABLED"]: online_users = User.query.filter(User.lastseen >= time_diff()).count() else: online_users = len(get_online_users()) stats = { # user stats "all_users": User.query.count(), "banned_users": banned_users, "online_users": online_users, "all_groups": Group.query.count(), # forum stats "report_count": Report.query.count(), "topic_count": Topic.query.count(), "post_count": Post.query.count(), # misc stats "plugins": get_all_plugins(), "python_version": "%s.%s" % (sys.version_info[0], sys.version_info[1]), "flask_version": flask_version, "flaskbb_version": flaskbb_version } return render_template("management/overview.html", **stats)
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def rollback(self): self.pop()
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def settings(slug=None): slug = slug if slug else "general" # get the currently active group active_group = SettingsGroup.query.filter_by(key=slug).first_or_404() # get all groups - used to build the navigation all_groups = SettingsGroup.query.all() SettingsForm = Setting.get_form(active_group) old_settings = Setting.get_settings(active_group) new_settings = {} form = SettingsForm() if form.validate_on_submit(): for key, values in iteritems(old_settings): try: # check if the value has changed if values['value'] == form[key].data: continue else: new_settings[key] = form[key].data except KeyError: pass Setting.update(settings=new_settings, app=current_app) flash(_("Settings saved."), "success") else: for key, values in iteritems(old_settings): try: form[key].data = values['value'] except (KeyError, ValueError): pass return render_template("management/settings.html", form=form, all_groups=all_groups, active_group=active_group)
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def push(self, item): self[-1]['cbs'].append(item)
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def users(): page = request.args.get("page", 1, type=int) search_form = UserSearchForm() if search_form.validate(): users = search_form.get_results().\ paginate(page, flaskbb_config['USERS_PER_PAGE'], False) return render_template("management/users.html", users=users, search_form=search_form) users = User.query. \ order_by(User.id.asc()).\ paginate(page, flaskbb_config['USERS_PER_PAGE'], False) return render_template("management/users.html", users=users, search_form=search_form)
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def mark_dirty(self): self[-1]['dirty'] = True
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def edit_user(user_id): user = User.query.filter_by(id=user_id).first_or_404() if not Permission(CanEditUser, identity=current_user): flash(_("You are not allowed to edit this user."), "danger") return redirect(url_for("management.users")) member_group = db.and_(*[db.not_(getattr(Group, p)) for p in ['admin', 'mod', 'super_mod', 'banned', 'guest']]) filt = db.or_( Group.id.in_(g.id for g in current_user.groups), member_group ) if Permission(IsAtleastSuperModerator, identity=current_user): filt = db.or_(filt, Group.mod) if Permission(IsAdmin, identity=current_user): filt = db.or_(filt, Group.admin, Group.super_mod) if Permission(CanBanUser, identity=current_user): filt = db.or_(filt, Group.banned) group_query = Group.query.filter(filt) form = EditUserForm(user) form.primary_group.query = group_query form.secondary_groups.query = group_query if form.validate_on_submit(): form.populate_obj(user) user.primary_group_id = form.primary_group.data.id # Don't override the password if form.password.data: user.password = form.password.data user.save(groups=form.secondary_groups.data) flash(_("User updated."), "success") return redirect(url_for("management.edit_user", user_id=user.id)) return render_template("management/user_form.html", form=form, title=_("Edit User"))
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def is_dirty(self): return any(context['dirty'] for context in self)
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def delete_user(user_id=None): # ajax request if request.is_xhr: ids = request.get_json()["ids"] data = [] for user in User.query.filter(User.id.in_(ids)).all(): # do not delete current user if current_user.id == user.id: continue if user.delete(): data.append({ "id": user.id, "type": "delete", "reverse": False, "reverse_name": None, "reverse_url": None }) return jsonify( message="{} users deleted.".format(len(data)), category="success", data=data, status=200 ) user = User.query.filter_by(id=user_id).first_or_404() if current_user.id == user.id: flash(_("You cannot delete yourself.", "danger")) return redirect(url_for("management.users")) user.delete() flash(_("User deleted."), "success") return redirect(url_for("management.users"))
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def __init__(self): super(TransactionStates, self).__init__() self._states = defaultdict(TransactionState)
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def add_user(): form = AddUserForm() if form.validate_on_submit(): form.save() flash(_("User added."), "success") return redirect(url_for("management.users")) return render_template("management/user_form.html", form=form, title=_("Add User"))
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def __getitem__(self, key): return self._states[key or DEFAULT_DB_ALIAS]
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def banned_users(): page = request.args.get("page", 1, type=int) search_form = UserSearchForm() users = User.query.filter( Group.banned == True, Group.id == User.primary_group_id ).paginate(page, flaskbb_config['USERS_PER_PAGE'], False) if search_form.validate(): users = search_form.get_results().\ paginate(page, flaskbb_config['USERS_PER_PAGE'], False) return render_template("management/banned_users.html", users=users, search_form=search_form) return render_template("management/banned_users.html", users=users, search_form=search_form)
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def is_dirty(self, dbs): return any(self[db].is_dirty() for db in dbs)
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def ban_user(user_id=None): if not Permission(CanBanUser, identity=current_user): flash(_("You do not have the permissions to ban this user."), "danger") return redirect(url_for("management.overview")) # ajax request if request.is_xhr: ids = request.get_json()["ids"] data = [] users = User.query.filter(User.id.in_(ids)).all() for user in users: # don't let a user ban himself and do not allow a moderator to ban # a admin user if ( current_user.id == user.id or Permission(IsAdmin, identity=user) and Permission(Not(IsAdmin), current_user) ): continue elif user.ban(): data.append({ "id": user.id, "type": "ban", "reverse": "unban", "reverse_name": _("Unban"), "reverse_url": url_for("management.unban_user", user_id=user.id) }) return jsonify( message="{} users banned.".format(len(data)), category="success", data=data, status=200 ) user = User.query.filter_by(id=user_id).first_or_404() # Do not allow moderators to ban admins if Permission(IsAdmin, identity=user) and \ Permission(Not(IsAdmin), identity=current_user): flash(_("A moderator cannot ban an admin user."), "danger") return redirect(url_for("management.overview")) if not current_user.id == user.id and user.ban(): flash(_("User is now banned."), "success") else: flash(_("Could not ban user."), "danger") return redirect(url_for("management.banned_users"))
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def queue_when_in_transaction(call): if transaction_states[call.using]: transaction_states[call.using].push((call, (), {})) else: return call()
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def unban_user(user_id=None): if not Permission(CanBanUser, identity=current_user): flash(_("You do not have the permissions to unban this user."), "danger") return redirect(url_for("management.overview")) # ajax request if request.is_xhr: ids = request.get_json()["ids"] data = [] for user in User.query.filter(User.id.in_(ids)).all(): if user.unban(): data.append({ "id": user.id, "type": "unban", "reverse": "ban", "reverse_name": _("Ban"), "reverse_url": url_for("management.ban_user", user_id=user.id) }) return jsonify( message="{} users unbanned.".format(len(data)), category="success", data=data, status=200 ) user = User.query.filter_by(id=user_id).first_or_404() if user.unban(): flash(_("User is now unbanned."), "success") else: flash(_("Could not unban user."), "danger") return redirect(url_for("management.banned_users"))
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def __enter__(self): entering = not transaction_states[self.using] transaction_states[self.using].begin() self._no_monkey.__enter__(self) if entering: on_commit(transaction_states[self.using].commit, self.using)
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def reports(): page = request.args.get("page", 1, type=int) reports = Report.query.\ order_by(Report.id.asc()).\ paginate(page, flaskbb_config['USERS_PER_PAGE'], False) return render_template("management/reports.html", reports=reports)
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def __exit__(self, exc_type, exc_value, traceback): connection = get_connection(self.using) try: self._no_monkey.__exit__(self, exc_type, exc_value, traceback) except DatabaseError: transaction_states[self.using].rollback() else: if not connection.closed_in_transaction and exc_type is None and \ not connection.needs_rollback: if transaction_states[self.using]: transaction_states[self.using].commit() else: transaction_states[self.using].rollback()
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def unread_reports(): page = request.args.get("page", 1, type=int) reports = Report.query.\ filter(Report.zapped == None).\ order_by(Report.id.desc()).\ paginate(page, flaskbb_config['USERS_PER_PAGE'], False) return render_template("management/unread_reports.html", reports=reports)
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def callproc(self, procname, params=None): result = self._no_monkey.callproc(self, procname, params) if transaction_states[self.db.alias]: transaction_states[self.db.alias].mark_dirty() return result
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def report_markread(report_id=None): # AJAX request if request.is_xhr: ids = request.get_json()["ids"] data = [] for report in Report.query.filter(Report.id.in_(ids)).all(): report.zapped_by = current_user.id report.zapped = time_utcnow() report.save() data.append({ "id": report.id, "type": "read", "reverse": False, "reverse_name": None, "reverse_url": None }) return jsonify( message="{} reports marked as read.".format(len(data)), category="success", data=data, status=200 ) # mark single report as read if report_id: report = Report.query.filter_by(id=report_id).first_or_404() if report.zapped: flash(_("Report %(id)s is already marked as read.", id=report.id), "success") return redirect(url_for("management.reports")) report.zapped_by = current_user.id report.zapped = time_utcnow() report.save() flash(_("Report %(id)s marked as read.", id=report.id), "success") return redirect(url_for("management.reports")) # mark all as read reports = Report.query.filter(Report.zapped == None).all() report_list = [] for report in reports: report.zapped_by = current_user.id report.zapped = time_utcnow() report_list.append(report) db.session.add_all(report_list) db.session.commit() flash(_("All reports were marked as read."), "success") return redirect(url_for("management.reports"))
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def execute(self, sql, params=None): result = self._no_monkey.execute(self, sql, params) if transaction_states[self.db.alias] and is_sql_dirty(sql): transaction_states[self.db.alias].mark_dirty() return result
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def groups(): page = request.args.get("page", 1, type=int) groups = Group.query.\ order_by(Group.id.asc()).\ paginate(page, flaskbb_config['USERS_PER_PAGE'], False) return render_template("management/groups.html", groups=groups)
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def executemany(self, sql, param_list): result = self._no_monkey.executemany(self, sql, param_list) if transaction_states[self.db.alias] and is_sql_dirty(sql): transaction_states[self.db.alias].mark_dirty() return result
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def edit_group(group_id): group = Group.query.filter_by(id=group_id).first_or_404() form = EditGroupForm(group) if form.validate_on_submit(): form.populate_obj(group) group.save() if group.guest: Guest.invalidate_cache() flash(_("Group updated."), "success") return redirect(url_for("management.groups", group_id=group.id)) return render_template("management/group_form.html", form=form, title=_("Edit Group"))
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def is_sql_dirty(sql): # This should not happen as using bytes in Python 3 is against db protocol, # but some people will pass it anyway if isinstance(sql, bytes): sql = sql.decode() # NOTE: not using regex here for speed sql = sql.lower() for action in ('update', 'insert', 'delete'): p = sql.find(action) if p == -1: continue start, end = p - 1, p + len(action) if (start < 0 or sql[start] not in CHARS) and (end >= len(sql) or sql[end] not in CHARS): return True else: return False
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def delete_group(group_id=None): if request.is_xhr: ids = request.get_json()["ids"] if not (set(ids) & set(["1", "2", "3", "4", "5"])): data = [] for group in Group.query.filter(Group.id.in_(ids)).all(): group.delete() data.append({ "id": group.id, "type": "delete", "reverse": False, "reverse_name": None, "reverse_url": None }) return jsonify( message="{} groups deleted.".format(len(data)), category="success", data=data, status=200 ) return jsonify( message=_("You cannot delete one of the standard groups."), category="danger", data=None, status=404 ) if group_id is not None: if group_id <= 5: # there are 5 standard groups flash(_("You cannot delete the standard groups. " "Try renaming it instead.", "danger")) return redirect(url_for("management.groups")) group = Group.query.filter_by(id=group_id).first_or_404() group.delete() flash(_("Group deleted."), "success") return redirect(url_for("management.groups")) flash(_("No group chosen."), "danger") return redirect(url_for("management.groups"))
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def add_group(): form = AddGroupForm() if form.validate_on_submit(): form.save() flash(_("Group added."), "success") return redirect(url_for("management.groups")) return render_template("management/group_form.html", form=form, title=_("Add Group"))
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def forums(): categories = Category.query.order_by(Category.position.asc()).all() return render_template("management/forums.html", categories=categories)
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def edit_forum(forum_id): forum = Forum.query.filter_by(id=forum_id).first_or_404() form = EditForumForm(forum) if form.validate_on_submit(): form.save() flash(_("Forum updated."), "success") return redirect(url_for("management.edit_forum", forum_id=forum.id)) else: if forum.moderators: form.moderators.data = ",".join([ user.username for user in forum.moderators ]) else: form.moderators.data = None return render_template("management/forum_form.html", form=form, title=_("Edit Forum"))
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def delete_forum(forum_id): forum = Forum.query.filter_by(id=forum_id).first_or_404() involved_users = User.query.filter(Topic.forum_id == forum.id, Post.user_id == User.id).all() forum.delete(involved_users) flash(_("Forum deleted."), "success") return redirect(url_for("management.forums"))
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def add_forum(category_id=None): form = AddForumForm() if form.validate_on_submit(): form.save() flash(_("Forum added."), "success") return redirect(url_for("management.forums")) else: form.groups.data = Group.query.order_by(Group.id.asc()).all() if category_id: category = Category.query.filter_by(id=category_id).first() form.category.data = category return render_template("management/forum_form.html", form=form, title=_("Add Forum"))
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def add_category(): form = CategoryForm() if form.validate_on_submit(): form.save() flash(_("Category added."), "success") return redirect(url_for("management.forums")) return render_template("management/category_form.html", form=form, title=_("Add Category"))
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def edit_category(category_id): category = Category.query.filter_by(id=category_id).first_or_404() form = CategoryForm(obj=category) if form.validate_on_submit(): form.populate_obj(category) flash(_("Category updated."), "success") category.save() return render_template("management/category_form.html", form=form, title=_("Edit Category"))
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def delete_category(category_id): category = Category.query.filter_by(id=category_id).first_or_404() involved_users = User.query.filter(Forum.category_id == category.id, Topic.forum_id == Forum.id, Post.user_id == User.id).all() category.delete(involved_users) flash(_("Category with all associated forums deleted."), "success") return redirect(url_for("management.forums"))
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def plugins(): plugins = get_all_plugins() return render_template("management/plugins.html", plugins=plugins)
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def enable_plugin(plugin): plugin = get_plugin_from_all(plugin) if plugin.enabled: flash(_("Plugin %(plugin)s is already enabled.", plugin=plugin.name), "info") return redirect(url_for("management.plugins")) try: plugin.enable() flash(_("Plugin %(plugin)s enabled. Please restart FlaskBB now.", plugin=plugin.name), "success") except OSError: flash(_("It seems that FlaskBB does not have enough filesystem " "permissions. Try removing the 'DISABLED' file by " "yourself instead."), "danger") return redirect(url_for("management.plugins"))
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def disable_plugin(plugin): try: plugin = get_plugin(plugin) except KeyError: flash(_("Plugin %(plugin)s not found.", plugin=plugin.name), "danger") return redirect(url_for("management.plugins")) try: plugin.disable() flash(_("Plugin %(plugin)s disabled. Please restart FlaskBB now.", plugin=plugin.name), "success") except OSError: flash(_("It seems that FlaskBB does not have enough filesystem " "permissions. Try creating the 'DISABLED' file by " "yourself instead."), "danger") return redirect(url_for("management.plugins"))
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def uninstall_plugin(plugin): plugin = get_plugin_from_all(plugin) if plugin.uninstallable: plugin.uninstall() Setting.invalidate_cache() flash(_("Plugin has been uninstalled."), "success") else: flash(_("Cannot uninstall plugin."), "danger") return redirect(url_for("management.plugins"))
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def plugin(self): return plugins.get(self.plugin_name)
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def setUpModule(): base.enabledPlugins.append('provenance') base.startServer()
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def __repr__(self): return "Authorization(id={id})".format(id=self.id)
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def tearDownModule(): base.stopServer()
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def setUp(self): base.TestCase.setUp(self) # Create some test documents with an item admin = { 'email': 'admin@email.com', 'login': 'adminlogin', 'firstName': 'Admin', 'lastName': 'Last', 'password': 'adminpassword', 'admin': True } self.admin = self.model('user').createUser(**admin) user = { 'email': 'good@email.com', 'login': 'goodlogin', 'firstName': 'First', 'lastName': 'Last', 'password': 'goodpassword', 'admin': False } self.user = self.model('user').createUser(**user) # Track folder, item, and setting provenance initially self.model('setting').set( constants.PluginSettings.PROVENANCE_RESOURCES, 'folder,setting') coll1 = { 'name': 'Test Collection', 'description': 'test coll', 'public': True, 'creator': self.admin } self.coll1 = self.model('collection').createCollection(**coll1) folder1 = { 'parent': self.coll1, 'parentType': 'collection', 'name': 'Public test folder', 'creator': self.admin } self.folder1 = self.model('folder').createFolder(**folder1) self.model('folder').setUserAccess( self.folder1, self.user, level=AccessType.WRITE, save=False) self.model('folder').setPublic(self.folder1, True, save=True) item1 = { 'name': 'Public object', 'creator': self.admin, 'folder': self.folder1 } self.item1 = self.model('item').createItem(**item1)
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def _checkProvenance(self, resp, item, version, user, eventType, matches=None, fileInfo=None, resource='item'): if resp is None: resp = self._getProvenance(item, user, resource=resource) self.assertStatusOk(resp) itemProvenance = resp.json self.assertEqual(itemProvenance['resourceId'], str(item['_id'])) provenance = itemProvenance['provenance'] self.assertEqual(provenance['eventType'], eventType) self.assertEqual(provenance['version'], version) self.assertEqual(str(provenance['eventUser']), str(user['_id'])) if matches: for key in matches: self.assertEqual(provenance[key], matches[key]) if fileInfo: for key in fileInfo: if isinstance(fileInfo[key], dict): for subkey in fileInfo[key]: self.assertEqual(provenance['file'][0][key][subkey], fileInfo[key][subkey]) else: self.assertEqual(provenance['file'][0][key], fileInfo[key])
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def _getProvenance(self, item, user, version=None, resource='item', checkOk=True): params = {} if version is not None: params = {'version': version} resp = self.request( path='/%s/%s/provenance' % (resource, item['_id']), method='GET', user=user, type='application/json', params=params) if checkOk: self.assertStatusOk(resp) return resp
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def _getProvenanceAfterMetadata(self, item, meta, user): resp = self.request(path='/item/%s/metadata' % item['_id'], method='PUT', user=user, body=json.dumps(meta), type='application/json') self.assertStatusOk(resp) return self._getProvenance(item, user)
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def testProvenanceItemMetadata(self): """ Test item provenance endpoint with metadata and basic changes """ item = self.item1 user = self.user admin = self.admin # check that the first version of the item exists # ensure version 1, created by admin user, with creation event self._checkProvenance(None, item, 1, admin, 'creation') # update meta to {x:y} metadata1 = {'x': 'y'} resp = self._getProvenanceAfterMetadata(item, metadata1, admin) # ensure version 2, updated by admin user, with update event, and meta # in provenance matches self._checkProvenance(resp, item, 2, admin, 'update', {'new': {'meta': metadata1}}) # update meta to {} by regular user, we have to send in the key to # remove it but check the saved metadata against {} metadata2 = {'x': None} resp = self._getProvenanceAfterMetadata(item, metadata2, user) # ensure version 3, updated by regular user, with update event, and # meta in provenance matches self._checkProvenance(resp, item, 3, user, 'update', {'old': {'meta': metadata1}, 'new': {'meta': {}}}) # update meta to {x:y} by regular user metadata3 = {'x': 'y'} resp = self._getProvenanceAfterMetadata(item, metadata3, user) # ensure version 4, updated by regular user, with update event, and # meta in provenance matches self._checkProvenance(resp, item, 4, user, 'update', {'old': {'meta': {}}, 'new': {'meta': metadata3}}) # update meta to {x:z} by regular user metadata4 = {'x': 'z'} resp = self._getProvenanceAfterMetadata(item, metadata4, user) # ensure version 5, updated by regular user, with update event, and # meta in provenance matches self._checkProvenance(resp, item, 5, user, 'update', {'old': {'meta': metadata3}, 'new': {'meta': metadata4}}) # update meta to {x:z, q:u} by regular user metadata5 = {'x': 'z', 'q': 'u'} resp = self._getProvenanceAfterMetadata(item, metadata5, user) # ensure version 6, updated by regular user, with update event, and # meta in provenance matches self._checkProvenance(resp, item, 6, user, 'update', {'old': {'meta': metadata4}, 'new': {'meta': metadata5}}) # update meta to {q:a} by regular user metadata6 = {'x': None, 'q': 'a'} resp = self._getProvenanceAfterMetadata(item, metadata6, user) # ensure version 7, updated by regular user, with update event, and # meta in provenance matches self._checkProvenance(resp, item, 7, user, 'update', {'old': {'meta': metadata5}, 'new': {'meta': {'q': 'a'}}}) # Change the item name and description params = {'name': 'Renamed object', 'description': 'New description'} resp = self.request(path='/item/%s' % item['_id'], method='PUT', user=admin, params=params) self.assertStatusOk(resp) params['lowerName'] = params['name'].lower() self._checkProvenance(None, item, 8, admin, 'update', {'new': params}) # Copy the item and check that we marked it as copied params = {'name': 'Copied object'} resp = self.request(path='/item/%s/copy' % item['_id'], method='POST', user=admin, params=params) self.assertStatusOk(resp) newItem = resp.json self._checkProvenance(None, newItem, 9, admin, 'copy', {'originalId': str(item['_id'])})
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def testProvenanceItemFiles(self): """ Test item provenance when adding, modifying, and deleting files. """ item = self.item1 admin = self.admin # Test adding a new file to an existing item fileData1 = 'Hello world' fileData2 = 'Hello world, again' fileName1 = 'helloWorld.txt' fileName2 = 'helloWorldEdit.txt' resp = self.request( path='/file', method='POST', user=admin, params={ 'parentType': 'item', 'parentId': item['_id'], 'name': fileName1, 'size': len(fileData1), 'mimeType': 'text/plain' }) self.assertStatusOk(resp) uploadId = resp.json['_id'] fields = [('offset', 0), ('uploadId', uploadId)] files = [('chunk', fileName1, fileData1)] resp = self.multipartRequest( path='/file/chunk', user=admin, fields=fields, files=files) self.assertStatusOk(resp) file1 = resp.json self._checkProvenance(None, item, 2, admin, 'fileAdded', fileInfo={'fileId': str(file1['_id']), 'new': {'mimeType': 'text/plain', 'size': len(fileData1), 'name': fileName1}}) # Edit the file name resp = self.request(path='/file/%s' % file1['_id'], method='PUT', user=admin, params={'name': fileName2}) self.assertStatusOk(resp) self._checkProvenance(None, item, 3, admin, 'fileUpdate', fileInfo={'fileId': str(file1['_id']), 'old': {'name': fileName1}, 'new': {'name': fileName2}}) # Reupload the file resp = self.request(path='/file/%s/contents' % file1['_id'], method='PUT', user=admin, params={'size': len(fileData2)}) self.assertStatusOk(resp) uploadId = resp.json['_id'] fields = [('offset', 0), ('uploadId', uploadId)] files = [('chunk', fileName1, fileData2)] resp = self.multipartRequest( path='/file/chunk', user=admin, fields=fields, files=files) self.assertStatusOk(resp) self.assertEqual(file1['_id'], resp.json['_id']) self._checkProvenance(None, item, 4, admin, 'fileUpdate', fileInfo={'fileId': str(file1['_id']), 'old': {'size': len(fileData1)}, 'new': {'size': len(fileData2)}}) # Delete the file resp = self.request(path='/file/%s' % file1['_id'], method='DELETE', user=admin) self.assertStatusOk(resp) self._checkProvenance(None, item, 5, admin, 'fileRemoved', fileInfo={'fileId': str(file1['_id']), 'old': {'size': len(fileData2), 'name': fileName2}})
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def testProvenanceFolder(self): """ Test folder provenance, including turning off and on the provenance handling of folders. """ folder1 = self.folder1 user = self.admin # check that the first version of the folder provenance exists self._checkProvenance(None, folder1, 1, user, 'creation', resource='folder') # Edit the folder and check again params1 = {'name': 'Renamed folder', 'description': 'New description'} resp = self.request(path='/folder/%s' % folder1['_id'], method='PUT', user=user, params=params1) self.assertStatusOk(resp) params1['lowerName'] = params1['name'].lower() self._checkProvenance(None, folder1, 2, user, 'update', {'new': params1}, resource='folder') # Turn off folder provenance and make sure asking for it fails self.model('setting').set( constants.PluginSettings.PROVENANCE_RESOURCES, 'setting') resp = self._getProvenance(folder1, user, resource='folder', checkOk=False) self.assertStatus(resp, 400) # While folder provenance is off, create a second folder and edit the # first folder params2 = {'name': 'Renamed Again', 'description': 'Description 2'} resp = self.request(path='/folder/%s' % folder1['_id'], method='PUT', user=user, params=params2) self.assertStatusOk(resp) params2['lowerName'] = params2['name'].lower() folder2 = { 'parent': self.coll1, 'parentType': 'collection', 'name': 'Private test folder', 'creator': self.admin } folder2 = self.model('folder').createFolder(**folder2) # Turn back on folder provenance and check that it didn't record the # changes we made. self.model('setting').set( constants.PluginSettings.PROVENANCE_RESOURCES, 'folder,setting') self._checkProvenance(None, folder1, 2, user, 'update', {'new': params1}, resource='folder') # Changing folder1 again should now show this change, and the old value # should show the gap in the data params3 = {'name': 'Renamed C', 'description': 'Description 3'} resp = self.request(path='/folder/%s' % folder1['_id'], method='PUT', user=user, params=params3) self.assertStatusOk(resp) params3['lowerName'] = params3['name'].lower() self._checkProvenance(None, folder1, 3, user, 'update', {'old': params2, 'new': params3}, resource='folder') # The new folder should have no provenance resp = self._getProvenance(folder2, user, resource='folder') self.assertEqual(resp.json['resourceId'], str(folder2['_id'])) self.assertIsNone(resp.json['provenance']) # Edit the new folder; it should show the unknown history followed by # the edit params4 = {'description': 'Folder 2 Description'} resp = self.request(path='/folder/%s' % folder2['_id'], method='PUT', user=user, params=params4) self.assertStatusOk(resp) resp = self._getProvenance(folder2, user, 1, resource='folder') self._checkProvenance(resp, folder2, 1, user, 'unknownHistory', resource='folder') self._checkProvenance(None, folder2, 2, user, 'update', {'new': params4}, resource='folder') # We should also see the initial history using negative indexing resp = self._getProvenance(folder2, user, -2, resource='folder') self._checkProvenance(resp, folder2, 1, user, 'unknownHistory', resource='folder') # We should be able to get the entire history using 'all' resp = self._getProvenance(folder2, user, 'all', resource='folder') self.assertEqual(resp.json['resourceId'], str(folder2['_id'])) self.assertEqual(len(resp.json['provenance']), 2) self.assertEqual(resp.json['provenance'][0]['eventType'], 'unknownHistory') self.assertEqual(resp.json['provenance'][1]['eventType'], 'update') # We should get an error if we ask for a nonsense version resp = self._getProvenance(folder2, user, 'not_a_version', resource='folder', checkOk=False) self.assertStatus(resp, 400)
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def _rmsprop_update_numpy(self, var, g, mg, rms, mom, lr, decay, momentum, centered): rms_t = rms * decay + (1 - decay) * g * g if centered: mg_t = mg * decay + (1 - decay) * g denom_t = rms_t - mg_t * mg_t else: mg_t = mg denom_t = rms_t mom_t = momentum * mom + lr * g / np.sqrt(denom_t, dtype=denom_t.dtype) var_t = var - mom_t return var_t, mg_t, rms_t, mom_t
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def _sparse_rmsprop_update_numpy(self, var, gindexs, gvalues, mg, rms, mom, lr, decay, momentum, centered): mg_t = copy.deepcopy(mg) rms_t = copy.deepcopy(rms) mom_t = copy.deepcopy(mom) var_t = copy.deepcopy(var) for i in range(len(gindexs)): gindex = gindexs[i] gvalue = gvalues[i] rms_t[gindex] = rms[gindex] * decay + (1 - decay) * gvalue * gvalue denom_t = rms_t[gindex] if centered: mg_t[gindex] = mg_t[gindex] * decay + (1 - decay) * gvalue denom_t -= mg_t[gindex] * mg_t[gindex] mom_t[gindex] = momentum * mom[gindex] + lr * gvalue / np.sqrt(denom_t) var_t[gindex] = var[gindex] - mom_t[gindex] return var_t, mg_t, rms_t, mom_t
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def testDense(self, dtype, param_value): (learning_rate, decay, momentum, epsilon, centered, use_resource) = tuple( param_value) with self.session(use_gpu=True): # Initialize variables for numpy implementation. var0_np = np.array([1.0, 2.0], dtype=dtype.as_numpy_dtype) grads0_np = np.array([0.1, 0.2], dtype=dtype.as_numpy_dtype) var1_np = np.array([3.0, 4.0], dtype=dtype.as_numpy_dtype) grads1_np = np.array([0.01, 0.2], dtype=dtype.as_numpy_dtype) if use_resource: var0 = resource_variable_ops.ResourceVariable(var0_np) var1 = resource_variable_ops.ResourceVariable(var1_np) else: var0 = variables.Variable(var0_np) var1 = variables.Variable(var1_np) grads0 = constant_op.constant(grads0_np) grads1 = constant_op.constant(grads1_np) opt = rmsprop.RMSPropOptimizer( learning_rate=learning_rate, decay=decay, momentum=momentum, epsilon=epsilon, centered=centered) update = opt.apply_gradients(zip([grads0, grads1], [var0, var1])) variables.global_variables_initializer().run() mg0 = opt.get_slot(var0, "mg") self.assertEqual(mg0 is not None, centered) mg1 = opt.get_slot(var1, "mg") self.assertEqual(mg1 is not None, centered) rms0 = opt.get_slot(var0, "rms") self.assertIsNotNone(rms0) rms1 = opt.get_slot(var1, "rms") self.assertIsNotNone(rms1) mom0 = opt.get_slot(var0, "momentum") self.assertIsNotNone(mom0) mom1 = opt.get_slot(var1, "momentum") self.assertIsNotNone(mom1) mg0_np = np.array([0.0, 0.0], dtype=dtype.as_numpy_dtype) mg1_np = np.array([0.0, 0.0], dtype=dtype.as_numpy_dtype) rms0_np = np.array([epsilon, epsilon], dtype=dtype.as_numpy_dtype) rms1_np = np.array([epsilon, epsilon], dtype=dtype.as_numpy_dtype) mom0_np = np.array([0.0, 0.0], dtype=dtype.as_numpy_dtype) mom1_np = np.array([0.0, 0.0], dtype=dtype.as_numpy_dtype) # Fetch params to validate initial values self.assertAllClose([1.0, 2.0], var0.eval()) self.assertAllClose([3.0, 4.0], var1.eval()) # Run 4 steps of RMSProp for _ in range(4): update.run() var0_np, mg0_np, rms0_np, mom0_np = self._rmsprop_update_numpy( var0_np, grads0_np, mg0_np, rms0_np, mom0_np, learning_rate, decay, momentum, centered) var1_np, mg1_np, rms1_np, mom1_np = self._rmsprop_update_numpy( var1_np, grads1_np, mg1_np, rms1_np, mom1_np, learning_rate, decay, momentum, centered) # Validate updated params if centered: self.assertAllCloseAccordingToType(mg0_np, mg0.eval()) self.assertAllCloseAccordingToType(mg1_np, mg1.eval()) self.assertAllCloseAccordingToType(rms0_np, rms0.eval()) self.assertAllCloseAccordingToType(rms1_np, rms1.eval()) self.assertAllCloseAccordingToType(mom0_np, mom0.eval()) self.assertAllCloseAccordingToType(mom1_np, mom1.eval()) # TODO(b/117393988): Reduce tolerances for float16. self.assertAllCloseAccordingToType( var0_np, var0.eval(), half_rtol=3e-3, half_atol=3e-3) self.assertAllCloseAccordingToType( var1_np, var1.eval(), half_rtol=3e-3, half_atol=3e-3)
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def testMinimizeSparseResourceVariable(self, dtype): with self.cached_session(): var0 = resource_variable_ops.ResourceVariable([[1.0, 2.0]], dtype=dtype) x = constant_op.constant([[4.0], [5.0]], dtype=dtype) pred = math_ops.matmul(embedding_ops.embedding_lookup([var0], [0]), x) loss = pred * pred sgd_op = rmsprop.RMSPropOptimizer( learning_rate=1.0, decay=0.0, momentum=0.0, epsilon=0.0, centered=False).minimize(loss) variables.global_variables_initializer().run() # Fetch params to validate initial values self.assertAllCloseAccordingToType([[1.0, 2.0]], var0.eval()) # Run 1 step of sgd sgd_op.run() # Validate updated params self.assertAllCloseAccordingToType( [[0., 1.]], var0.eval(), atol=0.01)
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def testMinimizeSparseResourceVariableCentered(self, dtype): with self.cached_session(): var0 = resource_variable_ops.ResourceVariable([[1.0, 2.0]], dtype=dtype) x = constant_op.constant([[4.0], [5.0]], dtype=dtype) pred = math_ops.matmul(embedding_ops.embedding_lookup([var0], [0]), x) loss = pred * pred sgd_op = rmsprop.RMSPropOptimizer( learning_rate=1.0, decay=0.1, momentum=0.0, epsilon=1.0, centered=True).minimize(loss) variables.global_variables_initializer().run() # Fetch params to validate initial values self.assertAllCloseAccordingToType([[1.0, 2.0]], var0.eval()) # Run 1 step of sgd sgd_op.run() # Validate updated params self.assertAllCloseAccordingToType( [[-7/3.0, -4/3.0]], var0.eval(), atol=0.01)
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def testSparse(self, dtype, param_value): (learning_rate, decay, momentum, epsilon, centered, _) = tuple( param_value) with self.session(use_gpu=True): # Initialize variables for numpy implementation. var0_np = np.array([1.0, 2.0], dtype=dtype.as_numpy_dtype) grads0_np = np.array([0.1], dtype=dtype.as_numpy_dtype) var1_np = np.array([3.0, 4.0], dtype=dtype.as_numpy_dtype) grads1_np = np.array([0.01], dtype=dtype.as_numpy_dtype) var0 = variables.Variable(var0_np) var1 = variables.Variable(var1_np) grads0_np_indices = np.array([0], dtype=np.int32) grads0 = ops.IndexedSlices( constant_op.constant(grads0_np), constant_op.constant(grads0_np_indices), constant_op.constant([1])) grads1_np_indices = np.array([1], dtype=np.int32) grads1 = ops.IndexedSlices( constant_op.constant(grads1_np), constant_op.constant(grads1_np_indices), constant_op.constant([1])) opt = rmsprop.RMSPropOptimizer( learning_rate=learning_rate, decay=decay, momentum=momentum, epsilon=epsilon, centered=centered) update = opt.apply_gradients(zip([grads0, grads1], [var0, var1])) variables.global_variables_initializer().run() mg0 = opt.get_slot(var0, "mg") self.assertEqual(mg0 is not None, centered) mg1 = opt.get_slot(var1, "mg") self.assertEqual(mg1 is not None, centered) rms0 = opt.get_slot(var0, "rms") self.assertIsNotNone(rms0) rms1 = opt.get_slot(var1, "rms") self.assertIsNotNone(rms1) mom0 = opt.get_slot(var0, "momentum") self.assertIsNotNone(mom0) mom1 = opt.get_slot(var1, "momentum") self.assertIsNotNone(mom1) mg0_np = np.array([0.0, 0.0], dtype=dtype.as_numpy_dtype) mg1_np = np.array([0.0, 0.0], dtype=dtype.as_numpy_dtype) rms0_np = np.array([epsilon, epsilon], dtype=dtype.as_numpy_dtype) rms1_np = np.array([epsilon, epsilon], dtype=dtype.as_numpy_dtype) mom0_np = np.array([0.0, 0.0], dtype=dtype.as_numpy_dtype) mom1_np = np.array([0.0, 0.0], dtype=dtype.as_numpy_dtype) # Fetch params to validate initial values self.assertAllClose([1.0, 2.0], var0.eval()) self.assertAllClose([3.0, 4.0], var1.eval()) # Run 4 steps of RMSProp for _ in range(4): update.run() var0_np, mg0_np, rms0_np, mom0_np = self._sparse_rmsprop_update_numpy( var0_np, grads0_np_indices, grads0_np, mg0_np, rms0_np, mom0_np, learning_rate, decay, momentum, centered) var1_np, mg1_np, rms1_np, mom1_np = self._sparse_rmsprop_update_numpy( var1_np, grads1_np_indices, grads1_np, mg1_np, rms1_np, mom1_np, learning_rate, decay, momentum, centered) # Validate updated params if centered: self.assertAllCloseAccordingToType(mg0_np, mg0.eval()) self.assertAllCloseAccordingToType(mg1_np, mg1.eval()) self.assertAllCloseAccordingToType(rms0_np, rms0.eval()) self.assertAllCloseAccordingToType(rms1_np, rms1.eval()) self.assertAllCloseAccordingToType(mom0_np, mom0.eval()) self.assertAllCloseAccordingToType(mom1_np, mom1.eval()) self.assertAllCloseAccordingToType(var0_np, var0.eval()) self.assertAllCloseAccordingToType(var1_np, var1.eval())
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def testWithoutMomentum(self, dtype): with self.session(use_gpu=True): var0 = variables.Variable([1.0, 2.0], dtype=dtype) var1 = variables.Variable([3.0, 4.0], dtype=dtype) grads0 = constant_op.constant([0.1, 0.1], dtype=dtype) grads1 = constant_op.constant([0.01, 0.01], dtype=dtype) opt = rmsprop.RMSPropOptimizer( learning_rate=2.0, decay=0.9, momentum=0.0, epsilon=1.0) update = opt.apply_gradients(zip([grads0, grads1], [var0, var1])) variables.global_variables_initializer().run() rms0 = opt.get_slot(var0, "rms") self.assertIsNotNone(rms0) rms1 = opt.get_slot(var1, "rms") self.assertIsNotNone(rms1) mom0 = opt.get_slot(var0, "momentum") self.assertIsNotNone(mom0) mom1 = opt.get_slot(var1, "momentum") self.assertIsNotNone(mom1) # Fetch params to validate initial values self.assertAllClose([1.0, 2.0], var0.eval()) self.assertAllClose([3.0, 4.0], var1.eval()) # Step 1: the rms accumulators where 1. So we should see a normal # update: v -= grad * learning_rate update.run() # Check the root mean square accumulators. self.assertAllCloseAccordingToType( np.array([0.901, 0.901]), rms0.eval()) self.assertAllCloseAccordingToType( np.array([0.90001, 0.90001]), rms1.eval()) # Check the parameters. self.assertAllCloseAccordingToType( np.array([ 1.0 - (0.1 * 2.0 / math.sqrt(0.901)), 2.0 - (0.1 * 2.0 / math.sqrt(0.901)) ]), var0.eval()) self.assertAllCloseAccordingToType( np.array([ 3.0 - (0.01 * 2.0 / math.sqrt(0.90001)), 4.0 - (0.01 * 2.0 / math.sqrt(0.90001)) ]), var1.eval()) # Step 2: the root mean square accumulators contain the previous update. update.run() # Check the rms accumulators. self.assertAllCloseAccordingToType( np.array([0.901 * 0.9 + 0.001, 0.901 * 0.9 + 0.001]), rms0.eval()) self.assertAllCloseAccordingToType( np.array([0.90001 * 0.9 + 1e-5, 0.90001 * 0.9 + 1e-5]), rms1.eval()) # Check the parameters. self.assertAllCloseAccordingToType( np.array([ 1.0 - (0.1 * 2.0 / math.sqrt(0.901)) - (0.1 * 2.0 / math.sqrt(0.901 * 0.9 + 0.001)), 2.0 - (0.1 * 2.0 / math.sqrt(0.901)) - (0.1 * 2.0 / math.sqrt(0.901 * 0.9 + 0.001)) ]), var0.eval()) self.assertAllCloseAccordingToType( np.array([ 3.0 - (0.01 * 2.0 / math.sqrt(0.90001)) - (0.01 * 2.0 / math.sqrt(0.90001 * 0.9 + 1e-5)), 4.0 - (0.01 * 2.0 / math.sqrt(0.90001)) - (0.01 * 2.0 / math.sqrt(0.90001 * 0.9 + 1e-5)) ]), var1.eval())
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def testWithMomentum(self, dtype): with self.session(use_gpu=True): var0 = variables.Variable([1.0, 2.0], dtype=dtype) var1 = variables.Variable([3.0, 4.0], dtype=dtype) grads0 = constant_op.constant([0.1, 0.1], dtype=dtype) grads1 = constant_op.constant([0.01, 0.01], dtype=dtype) opt = rmsprop.RMSPropOptimizer( learning_rate=2.0, decay=0.9, momentum=0.5, epsilon=1.0) update = opt.apply_gradients(zip([grads0, grads1], [var0, var1])) variables.global_variables_initializer().run() rms0 = opt.get_slot(var0, "rms") self.assertIsNotNone(rms0) rms1 = opt.get_slot(var1, "rms") self.assertIsNotNone(rms1) mom0 = opt.get_slot(var0, "momentum") self.assertIsNotNone(mom0) mom1 = opt.get_slot(var1, "momentum") self.assertIsNotNone(mom1) # Fetch params to validate initial values self.assertAllClose([1.0, 2.0], var0.eval()) self.assertAllClose([3.0, 4.0], var1.eval()) # Step 1: rms = 1, mom = 0. So we should see a normal # update: v -= grad * learning_rate update.run() # Check the root mean square accumulators. self.assertAllCloseAccordingToType( np.array([0.901, 0.901]), rms0.eval()) self.assertAllCloseAccordingToType( np.array([0.90001, 0.90001]), rms1.eval()) # Check the momentum accumulators self.assertAllCloseAccordingToType( np.array([(0.1 * 2.0 / math.sqrt(0.901)), (0.1 * 2.0 / math.sqrt(0.901))]), mom0.eval()) self.assertAllCloseAccordingToType( np.array([(0.01 * 2.0 / math.sqrt(0.90001)), (0.01 * 2.0 / math.sqrt(0.90001))]), mom1.eval()) # Check that the parameters. self.assertAllCloseAccordingToType( np.array([ 1.0 - (0.1 * 2.0 / math.sqrt(0.901)), 2.0 - (0.1 * 2.0 / math.sqrt(0.901)) ]), var0.eval()) self.assertAllCloseAccordingToType( np.array([ 3.0 - (0.01 * 2.0 / math.sqrt(0.90001)), 4.0 - (0.01 * 2.0 / math.sqrt(0.90001)) ]), var1.eval()) # Step 2: the root mean square accumulators contain the previous update. update.run() # Check the rms accumulators. self.assertAllCloseAccordingToType( np.array([0.901 * 0.9 + 0.001, 0.901 * 0.9 + 0.001]), rms0.eval()) self.assertAllCloseAccordingToType( np.array([0.90001 * 0.9 + 1e-5, 0.90001 * 0.9 + 1e-5]), rms1.eval()) self.assertAllCloseAccordingToType( np.array([ 0.5 * (0.1 * 2.0 / math.sqrt(0.901)) + (0.1 * 2.0 / math.sqrt(0.901 * 0.9 + 0.001)), 0.5 * (0.1 * 2.0 / math.sqrt(0.901)) + (0.1 * 2.0 / math.sqrt(0.901 * 0.9 + 0.001)) ]), mom0.eval()) self.assertAllCloseAccordingToType( np.array([ 0.5 * (0.01 * 2.0 / math.sqrt(0.90001)) + (0.01 * 2.0 / math.sqrt(0.90001 * 0.9 + 1e-5)), 0.5 * (0.01 * 2.0 / math.sqrt(0.90001)) + (0.01 * 2.0 / math.sqrt(0.90001 * 0.9 + 1e-5)) ]), mom1.eval()) # Check the parameters. self.assertAllCloseAccordingToType( np.array([ 1.0 - (0.1 * 2.0 / math.sqrt(0.901)) - (0.5 * (0.1 * 2.0 / math.sqrt(0.901)) + (0.1 * 2.0 / math.sqrt(0.901 * 0.9 + 0.001))), 2.0 - (0.1 * 2.0 / math.sqrt(0.901)) - (0.5 * (0.1 * 2.0 / math.sqrt(0.901)) + (0.1 * 2.0 / math.sqrt(0.901 * 0.9 + 0.001))) ]), var0.eval()) self.assertAllCloseAccordingToType( np.array([ 3.0 - (0.01 * 2.0 / math.sqrt(0.90001)) - (0.5 * (0.01 * 2.0 / math.sqrt(0.90001)) + (0.01 * 2.0 / math.sqrt(0.90001 * 0.9 + 1e-5))), 4.0 - (0.01 * 2.0 / math.sqrt(0.90001)) - (0.5 * (0.01 * 2.0 / math.sqrt(0.90001)) + (0.01 * 2.0 / math.sqrt(0.90001 * 0.9 + 1e-5))) ]), var1.eval())
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def __init__(self): self.mainFrame = gui.mainFrame.MainFrame.getInstance()
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def display(self, callingWindow, srcContext, mainItem): if srcContext not in ("marketItemGroup", "marketItemMisc") or self.mainFrame.getActiveFit() is None: return False if mainItem is None: return False for attr in ("emDamage", "thermalDamage", "explosiveDamage", "kineticDamage"): if mainItem.getAttribute(attr) is not None: return True return False
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def getText(self, callingWindow, itmContext, mainItem): return "Set {} as Damage Pattern".format(itmContext if itmContext is not None else "Item")
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def activate(self, callingWindow, fullContext, mainItem, i): fitID = self.mainFrame.getActiveFit() Fit.getInstance().setAsPattern(fitID, mainItem) wx.PostEvent(self.mainFrame, GE.FitChanged(fitIDs=(fitID,)))
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def getBitmap(self, callingWindow, context, mainItem): return None
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def testProcessPriorTo24(self): """Tests the Process function on a Firefox History database file.""" # This is probably version 23 but potentially an older version. plugin = firefox_history.FirefoxHistoryPlugin() storage_writer = self._ParseDatabaseFileWithPlugin( ['places.sqlite'], plugin) # The places.sqlite file contains 205 events (1 page visit, # 2 x 91 bookmark records, 2 x 3 bookmark annotations, # 2 x 8 bookmark folders). # However there are three events that do not have a timestamp # so the test file will show 202 extracted events. number_of_events = storage_writer.GetNumberOfAttributeContainers('event') self.assertEqual(number_of_events, 202) number_of_warnings = storage_writer.GetNumberOfAttributeContainers( 'extraction_warning') self.assertEqual(number_of_warnings, 0) number_of_warnings = storage_writer.GetNumberOfAttributeContainers( 'recovery_warning') self.assertEqual(number_of_warnings, 0) events = list(storage_writer.GetEvents()) # Check the first page visited event. expected_event_values = { 'data_type': 'firefox:places:page_visited', 'date_time': '2011-07-01 11:16:21.371935', 'host': 'news.google.com', 'timestamp_desc': definitions.TIME_DESCRIPTION_LAST_VISITED, 'title': 'Google News', 'url': 'http://news.google.com/', 'visit_count': 1, 'visit_type': 2} self.CheckEventValues(storage_writer, events[0], expected_event_values) # Check the first bookmark event. expected_event_values = { 'data_type': 'firefox:places:bookmark', 'date_time': '2011-07-01 11:13:59.266344', 'timestamp_desc': definitions.TIME_DESCRIPTION_ADDED} self.CheckEventValues(storage_writer, events[1], expected_event_values) # Check the second bookmark event. expected_event_values = { 'data_type': 'firefox:places:bookmark', 'date_time': '2011-07-01 11:13:59.267198', 'places_title': ( 'folder=BOOKMARKS_MENU&folder=UNFILED_BOOKMARKS&folder=TOOLBAR&' 'sort=12&excludeQueries=1&excludeItemIfParentHasAnnotation=livemark' '%2FfeedURI&maxResults=10&queryType=1'), 'timestamp_desc': definitions.TIME_DESCRIPTION_MODIFICATION, 'title': 'Recently Bookmarked', 'type': 'URL', 'url': ( 'place:folder=BOOKMARKS_MENU&folder=UNFILED_BOOKMARKS&folder=' 'TOOLBAR&sort=12&excludeQueries=1&excludeItemIfParentHasAnnotation=' 'livemark%2FfeedURI&maxResults=10&queryType=1'), 'visit_count': 0} self.CheckEventValues(storage_writer, events[2], expected_event_values) # Check the first bookmark annotation event. expected_event_values = { 'data_type': 'firefox:places:bookmark_annotation', 'date_time': '2011-07-01 11:13:59.267146', 'timestamp_desc': definitions.TIME_DESCRIPTION_ADDED} self.CheckEventValues(storage_writer, events[183], expected_event_values) # Check another bookmark annotation event. expected_event_values = { 'content': 'RecentTags', 'data_type': 'firefox:places:bookmark_annotation', 'date_time': '2011-07-01 11:13:59.267605', 'timestamp_desc': definitions.TIME_DESCRIPTION_ADDED, 'title': 'Recent Tags', 'url': 'place:sort=14&type=6&maxResults=10&queryType=1'} self.CheckEventValues(storage_writer, events[184], expected_event_values) # Check the second last bookmark folder event. expected_event_values = { 'data_type': 'firefox:places:bookmark_folder', 'date_time': '2011-03-21 10:05:01.553774', 'timestamp_desc': definitions.TIME_DESCRIPTION_ADDED} self.CheckEventValues(storage_writer, events[200], expected_event_values) # Check the last bookmark folder event. expected_event_values = { 'data_type': 'firefox:places:bookmark_folder', 'date_time': '2011-07-01 11:14:11.766851', 'timestamp_desc': definitions.TIME_DESCRIPTION_MODIFICATION, 'title': 'Latest Headlines'} self.CheckEventValues(storage_writer, events[201], expected_event_values)
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def testProcessVersion25(self): """Tests the Process function on a Firefox History database file v 25.""" plugin = firefox_history.FirefoxHistoryPlugin() storage_writer = self._ParseDatabaseFileWithPlugin( ['places_new.sqlite'], plugin) # The places.sqlite file contains 84 events: # 34 page visits. # 28 bookmarks # 14 bookmark folders # 8 annotations number_of_events = storage_writer.GetNumberOfAttributeContainers('event') self.assertEqual(number_of_events, 84) number_of_warnings = storage_writer.GetNumberOfAttributeContainers( 'extraction_warning') self.assertEqual(number_of_warnings, 0) number_of_warnings = storage_writer.GetNumberOfAttributeContainers( 'recovery_warning') self.assertEqual(number_of_warnings, 0) events = list(storage_writer.GetEvents()) counter = collections.Counter() for event in events: event_data = self._GetEventDataOfEvent(storage_writer, event) counter[event_data.data_type] += 1 self.assertEqual(counter['firefox:places:bookmark'], 28) self.assertEqual(counter['firefox:places:page_visited'], 34) self.assertEqual(counter['firefox:places:bookmark_folder'], 14) self.assertEqual(counter['firefox:places:bookmark_annotation'], 8) expected_event_values = { 'data_type': 'firefox:places:page_visited', 'date_time': '2013-10-30 21:57:11.281942', 'host': 'code.google.com', 'url': 'http://code.google.com/p/plaso', 'visit_count': 1, 'visit_type': 2} self.CheckEventValues(storage_writer, events[10], expected_event_values)
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def each(f): if f.body: f.hashes = [] for hash_type, h in HashFile.extract_hashes(f.body.contents): hash_object = Hash.get_or_create(value=h.hexdigest()) hash_object.add_source("analytics") hash_object.save() f.active_link_to( hash_object, "{} hash".format(hash_type.upper()), "HashFile", clean_old=False, ) f.hashes.append({"hash": hash_type, "value": h.hexdigest()}) f.save()
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def __init__(self, queue, level, formatter): super(QueueingLogHandler, self).__init__() self._queue = queue self.setLevel(level) self.setFormatter(formatter)
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def emit(self, record): msg = self.format(record) self._queue.put_nowait(msg)
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def close(self): super(QueueingLogHandler, self).close() self._queue.put_nowait(None)
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def emitted(self): return self._queue
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def __init__(self): self._logging_handlers = set()
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def test(self, logger_name, logger_level, message): logger = logging.getLogger(logger_name) getattr(logger, logger_level.lower())(message)
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def available_loggers(self): """ List of initalized loggers """ return logging.getLogger().manager.loggerDict.keys()
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def close_log_streams(self): """ Closes all log_stream streams. """ while self._logging_handlers: self._logging_handlers.pop().close()
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def log_stream(self, logger_name, level_name, format_str): """ Attaches a log handler to the specified logger and sends emitted logs back as stream. """ if logger_name != "" and logger_name not in self.available_loggers(): raise ValueError("logger {0} is not available".format(logger_name)) level_name_upper = level_name.upper() if level_name else "NOTSET" try: level = getattr(logging, level_name_upper) except AttributeError, e: raise AttributeError("log level {0} is not available".format(level_name_upper))
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def create(params, env=None, headers=None): return request.send('post', request.uri_path("plans"), params, env, headers)
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def update(id, params=None, env=None, headers=None): return request.send('post', request.uri_path("plans",id), params, env, headers)
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def list(params=None, env=None, headers=None): return request.send_list_request('get', request.uri_path("plans"), params, env, headers)
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def retrieve(id, env=None, headers=None): return request.send('get', request.uri_path("plans",id), None, env, headers)
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def delete(id, env=None, headers=None): return request.send('post', request.uri_path("plans",id,"delete"), None, env, headers)
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def copy(params, env=None, headers=None): return request.send('post', request.uri_path("plans","copy"), params, env, headers)
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def wrapper%(signature)s: with ldap3mock: return func%(funcargs)s
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def generateUUID(): # pylint: disable=invalid-name """ Utility function; generates UUIDs """ return str(uuid.uuid4())
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def _convert_objectGUID(item): item = uuid.UUID("{{{0!s}}}".format(item)).bytes_le item = escape_bytes(item) return item
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def refund_user(self, user_id): # Do logic here...
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def __init__(self): self._calls = []
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def with_status_check(obj, *args, **kwargs): if obj.status not in valid_start_statuses: exception_msg = ( u"Error calling {} {}: status is '{}', must be one of: {}" ).format(func, obj, obj.status, valid_start_statuses) raise VerificationException(exception_msg) return func(obj, *args, **kwargs)
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def __iter__(self): return iter(self._calls)
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def expiration_datetime(self): """Datetime that the verification will expire. """ days_good_for = settings.VERIFY_STUDENT["DAYS_GOOD_FOR"] return self.created_at + timedelta(days=days_good_for)
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def __len__(self): return len(self._calls)
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def should_display_status_to_user(self): """Whether or not the status from this attempt should be displayed to the user.""" return True
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def __getitem__(self, idx): return self._calls[idx]
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def active_at_datetime(self, deadline): """Check whether the verification was active at a particular datetime. Arguments: deadline (datetime): The date at which the verification was active (created before and expiration datetime is after today). Returns: bool """ return ( self.created_at < deadline and self.expiration_datetime > now() )
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def setdata(self, request, response): self._calls.append(Call(request, response))
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def __unicode__(self): return 'ManualIDVerification for {name}, status: {status}'.format( name=self.name, status=self.status, )
def emit(self, level, message): raise NotImplementedError('Please implement an emit method')
def reset(self): self._calls = []