feat: VAN-966 - Added a management command to back populate 'marketing_emails_opt_in' UserAttribute
This commit is contained in:
@@ -2,10 +2,10 @@
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import time
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from django.conf import settings
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from django.contrib.auth import get_user_model
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from django.core.management.base import BaseCommand
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from django.db import IntegrityError
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from django.db.models import Exists, OuterRef
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from common.djangoapps.student.models import UserAttribute
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from common.djangoapps.util.query import use_read_replica_if_available
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@@ -40,6 +40,20 @@ class Command(BaseCommand):
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default=10000,
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help='Batch size'
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)
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parser.add_argument(
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'--start-user-id',
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type=int,
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dest='start_user_id',
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default=10000,
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help='Starting user ID'
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)
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parser.add_argument(
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'--start-userattribute-id',
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type=int,
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dest='start_userattribute_id',
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default=10000,
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help='Starting user attribute ID'
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)
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parser.add_argument(
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'--backfill-only',
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type=str,
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@@ -48,71 +62,99 @@ class Command(BaseCommand):
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help='Only backfill user attribute, renaming attribute is not required'
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)
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def _get_user_attribute_queryset(self, user_attribute_id, batch_size):
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""" Fetches the user attributes in batches. """
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def _update_user_attribute(self, start_id, end_id):
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""" Updates the user attributes in batches. """
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self.stdout.write(
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f'Fetching user attributes in batch starting from ID {user_attribute_id} with batch size {batch_size}.'
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f'Updating user attribute starting from ID {start_id} till {end_id}.'
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)
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query_set = UserAttribute.objects.filter(
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id__gt=user_attribute_id,
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return UserAttribute.objects.filter(
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id__gte=start_id,
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id__lt=end_id,
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name=OLD_USER_ATTRIBUTE_NAME
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).order_by('id')[:batch_size]
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return use_read_replica_if_available(query_set)
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).order_by('id').update(name=NEW_USER_ATTRIBUTE_NAME)
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def _get_user_queryset(self, user_id, batch_size):
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def _get_old_users_queryset(self, batch_size, marketing_opt_in_start_user_id, user_id=0):
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"""
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Fetches users, in ascending order of id, that exist before a specified user id.
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Fetches all the old users in batches, in ascending order of id, that exist before a specified user id.
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Returns queryset of tuples with 'id' and 'is_active' field values.
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"""
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self.stdout.write(f'Fetching users in batch starting from ID {user_id} with batch size {batch_size}.')
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self.stdout.write(f'Fetching old users in batch starting from ID {user_id} with batch size {batch_size}.')
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query_set = get_user_model().objects.filter(
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id__gt=user_id,
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id__lt=settings.MARKETING_EMAILS_OPT_IN_FIRST_USER_ID
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id__lt=marketing_opt_in_start_user_id
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).values_list('id', 'is_active').order_by('id')[:batch_size]
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return use_read_replica_if_available(query_set)
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def _backfill_is_marketable_user_attribute(self, batch_size, batch_delay):
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def _get_recent_users_queryset(self, batch_size, user_id):
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"""
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Backfills the is_marketable user attribute. Fetches user accounts, in ascending order of id, that are created
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before a specified user id.
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Fetches all the recent users in batches, in ascending order of id, that exist after a specified user id
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and does not have 'is_marketable' user attribute set.
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Returns queryset of tuples with 'id' and 'is_active' field values.
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"""
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self.stdout.write(f'Fetching recent users in batch starting from ID {user_id} with batch size {batch_size}.')
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user_attribute_qs = UserAttribute.objects.filter(user=OuterRef('pk'), name=NEW_USER_ATTRIBUTE_NAME)
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user_query_set = get_user_model().objects.filter(
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~Exists(user_attribute_qs),
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id__gt=user_id,
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).values_list('id', 'is_active').order_by('id')[:batch_size]
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return use_read_replica_if_available(user_query_set)
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def _bulk_create_user_attributes(self, users):
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""" Creates the UserAttribute records in bulk. """
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last_user_id = 0
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users = self._get_user_queryset(last_user_id, batch_size)
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user_attributes = []
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for user in users:
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user_attributes.append(UserAttribute(
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user_id=user[0],
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name=NEW_USER_ATTRIBUTE_NAME,
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value=str(user[1]).lower()
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))
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last_user_id = user[0]
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try:
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UserAttribute.objects.bulk_create(user_attributes)
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except IntegrityError:
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# A UserAttribute object was already created. This could only happen if we try to create 'is_marketable'
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# user attribute that is already created. Ignore it if it does.
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self.stdout.write(f'IntegrityError raised during bulk_create having last user id: {last_user_id}.')
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return last_user_id
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def _backfill_old_users_attribute(self, batch_size, batch_delay, marketing_opt_in_start_user_id):
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"""
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Backfills the is_marketable user attribute. Fetches all the old user accounts, in ascending order of id,
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that were created before a specified user id. All the fetched users do not have 'is_marketable'
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user attribute set.
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"""
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users = self._get_old_users_queryset(batch_size, marketing_opt_in_start_user_id)
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while users:
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user_attributes = []
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for user in users:
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user_attributes.append(UserAttribute(
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user_id=user[0],
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name=NEW_USER_ATTRIBUTE_NAME,
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value=str(user[1]).lower()
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))
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last_user_id = user[0]
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try:
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UserAttribute.objects.bulk_create(user_attributes)
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except IntegrityError:
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# A UserAttribute object was already created. This could only happen if we try to create 'is_marketable'
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# user attribute that is already created. Ignore it if it does.
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pass
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last_user_id = self._bulk_create_user_attributes(users)
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time.sleep(batch_delay)
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users = self._get_user_queryset(last_user_id, batch_size)
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users = self._get_old_users_queryset(batch_size, marketing_opt_in_start_user_id, last_user_id)
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def _rename_user_attribute_name(self, batch_size, batch_delay):
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def _backfill_recent_users_attribute(self, batch_size, batch_delay, start_user_id):
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"""
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Backfills the is_marketable user attribute. Fetches all the recent user accounts, in ascending order of id,
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that were created after a specified user id (start_user_id).
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This method handles the backfill of all those users that have missing user attribute even after enabling
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the MARKETING_EMAILS_OPT_IN flag.
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"""
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users = self._get_recent_users_queryset(batch_size, start_user_id)
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while users:
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last_user_id = self._bulk_create_user_attributes(users)
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time.sleep(batch_delay)
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users = self._get_recent_users_queryset(batch_size, last_user_id)
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def _rename_user_attribute_name(self, batch_size, batch_delay, start_user_attribute_id):
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""" Renames the old user attribute 'marketing_emails_opt_in' to 'is_marketable'. """
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last_user_attribute_id = 0
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user_attributes = self._get_user_attribute_queryset(last_user_attribute_id, batch_size)
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updated_records_count = 0
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start_id = start_user_attribute_id
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end_id = start_id + batch_size
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total_user_attribute_count = UserAttribute.objects.filter(name=OLD_USER_ATTRIBUTE_NAME).count()
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while user_attributes:
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updates = []
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for user_attribute in user_attributes:
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user_attribute.name = NEW_USER_ATTRIBUTE_NAME
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last_user_attribute_id = user_attribute.id
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updates.append(user_attribute)
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UserAttribute.objects.bulk_update(updates, ['name'])
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while updated_records_count < total_user_attribute_count:
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updated_records_count += self._update_user_attribute(start_id, end_id)
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start_id = end_id
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end_id = start_id + batch_size
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time.sleep(batch_delay)
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user_attributes = self._get_user_attribute_queryset(last_user_attribute_id, batch_size)
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def handle(self, *args, **options):
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"""
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@@ -124,7 +166,8 @@ class Command(BaseCommand):
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self.stdout.write(f'Command execution started with options: {options}.')
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if not options['backfill_only']:
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self._rename_user_attribute_name(batch_size, batch_delay)
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self._backfill_is_marketable_user_attribute(batch_size, batch_delay)
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self._rename_user_attribute_name(batch_size, batch_delay, options['start_userattribute_id'])
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self._backfill_old_users_attribute(batch_size, batch_delay, options['start_user_id'])
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self._backfill_recent_users_attribute(batch_size, batch_delay, options['start_user_id'])
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self.stdout.write('Command executed successfully.')
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@@ -11,7 +11,7 @@ from common.djangoapps.student.models import UserAttribute
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from common.djangoapps.student.tests.factories import UserFactory
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from openedx.core.djangolib.testing.utils import skip_unless_lms
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MARKETING_EMAILS_OPT_IN = 'is_marketable'
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IS_MARKETABLE = 'is_marketable'
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@skip_unless_lms
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@@ -29,16 +29,24 @@ class TestPopulateMarketingOptInUserAttribute(TransactionTestCase):
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Test population of is_marketable attribute with an existing user.
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"""
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assert UserAttribute.objects.count() == 0
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call_command('populate_is_marketable_user_attribute')
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assert UserAttribute.objects.filter(name=MARKETING_EMAILS_OPT_IN).count() == User.objects.count()
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call_command(
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'populate_is_marketable_user_attribute',
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start_user_id=1,
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start_userattribute_id=1
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)
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assert UserAttribute.objects.filter(name=IS_MARKETABLE).count() == User.objects.count()
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def test_command_with_new_user(self):
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"""
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Test population of is_marketable attribute with a new user.
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"""
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user = UserFactory()
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call_command('populate_is_marketable_user_attribute')
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assert UserAttribute.objects.filter(name=MARKETING_EMAILS_OPT_IN).count() == User.objects.count()
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call_command(
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'populate_is_marketable_user_attribute',
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start_user_id=0,
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start_userattribute_id=1
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)
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assert UserAttribute.objects.filter(name=IS_MARKETABLE).count() == User.objects.count()
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def test_command_rename_to_new_attribute(self):
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"""
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@@ -46,9 +54,13 @@ class TestPopulateMarketingOptInUserAttribute(TransactionTestCase):
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"""
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user = UserFactory()
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UserAttribute.objects.create(user=user, name='marketing_emails_opt_in', value='true')
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call_command('populate_is_marketable_user_attribute')
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call_command(
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'populate_is_marketable_user_attribute',
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start_user_id=1,
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start_userattribute_id=1
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)
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assert UserAttribute.objects.filter(name='marketing_emails_opt_in').count() == 0
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assert UserAttribute.get_user_attribute(user, MARKETING_EMAILS_OPT_IN) == 'true'
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assert UserAttribute.get_user_attribute(user, IS_MARKETABLE) == 'true'
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def test_command_with_invalid_argument(self):
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"""
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@@ -56,6 +68,8 @@ class TestPopulateMarketingOptInUserAttribute(TransactionTestCase):
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"""
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with pytest.raises(TypeError):
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call_command(
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"populate_is_marketable_user_attribute",
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batch_size='1000'
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'populate_is_marketable_user_attribute',
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batch_size='1000',
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start_user_id=1,
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start_userattribute_id=1
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)
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@@ -1059,10 +1059,6 @@ RETRY_CALENDAR_SYNC_EMAIL_MAX_ATTEMPTS = 5
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MARKETING_EMAILS_OPT_IN = False
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# TODO: Remove this temporary flag after successfully running the management command.
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# Ticket: https://openedx.atlassian.net/browse/VAN-966
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MARKETING_EMAILS_OPT_IN_FIRST_USER_ID = 10000
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# .. toggle_name: ENABLE_COPPA_COMPLIANCE
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# .. toggle_implementation: DjangoSetting
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# .. toggle_default: False
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@@ -101,7 +101,7 @@ REGISTRATION_UTM_PARAMETERS = {
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'utm_content': 'registration_utm_content',
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}
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REGISTRATION_UTM_CREATED_AT = 'registration_utm_created_at'
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MARKETING_EMAILS_OPT_IN = 'is_marketable'
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IS_MARKETABLE = 'is_marketable'
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# used to announce a registration
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# providing_args=["user", "registration"]
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REGISTER_USER = Signal()
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@@ -253,7 +253,8 @@ def create_account_with_params(request, params): # pylint: disable=too-many-sta
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except Exception: # pylint: disable=broad-except
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log.exception(f"Enable discussion notifications failed for user {user.id}.")
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_track_user_registration(user, profile, params, third_party_provider, registration)
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is_marketable = params.get('marketing_emails_opt_in') in ['true', '1']
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_track_user_registration(user, profile, params, third_party_provider, registration, is_marketable)
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# Announce registration
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REGISTER_USER.send(sender=None, user=user, registration=registration)
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@@ -275,7 +276,7 @@ def create_account_with_params(request, params): # pylint: disable=too-many-sta
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try:
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_record_registration_attributions(request, new_user)
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_record_marketing_emails_opt_in_attribute(params.get('marketing_emails_opt_in'), new_user)
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_record_is_marketable_attribute(is_marketable, new_user)
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# Don't prevent a user from registering due to attribution errors.
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except Exception: # pylint: disable=broad-except
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log.exception('Error while attributing cookies to user registration.')
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@@ -347,10 +348,9 @@ def _link_user_to_third_party_provider(
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return third_party_provider, running_pipeline
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def _track_user_registration(user, profile, params, third_party_provider, registration):
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def _track_user_registration(user, profile, params, third_party_provider, registration, is_marketable):
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""" Track the user's registration. """
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if hasattr(settings, 'LMS_SEGMENT_KEY') and settings.LMS_SEGMENT_KEY:
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is_marketable = params.get('marketing_emails_opt_in') in ['true', '1']
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traits = {
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'email': user.email,
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'username': user.username,
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@@ -461,12 +461,12 @@ def _skip_activation_email(user, running_pipeline, third_party_provider):
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)
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def _record_marketing_emails_opt_in_attribute(opt_in, user):
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def _record_is_marketable_attribute(is_marketable, user):
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"""
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Attribute this user's registration based on form data
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"""
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if settings.MARKETING_EMAILS_OPT_IN and user and opt_in:
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UserAttribute.set_user_attribute(user, MARKETING_EMAILS_OPT_IN, opt_in)
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if settings.MARKETING_EMAILS_OPT_IN and user:
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UserAttribute.set_user_attribute(user, IS_MARKETABLE, str(is_marketable).lower())
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def _record_registration_attributions(request, user):
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