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edx-platform/lms/djangoapps/experiments/utils.py

390 lines
16 KiB
Python

"""
Utilities to facilitate experimentation
"""
from __future__ import absolute_import
import logging
from decimal import Decimal
import six
from django.utils.timezone import now
from opaque_keys import InvalidKeyError
from opaque_keys.edx.keys import CourseKey
from course_modes.models import format_course_price, get_cosmetic_verified_display_price, CourseMode
from courseware.access import has_staff_access_to_preview_mode
from courseware.date_summary import verified_upgrade_deadline_link, verified_upgrade_link_is_valid
from entitlements.models import CourseEntitlement
from lms.djangoapps.commerce.utils import EcommerceService
from openedx.core.djangoapps.catalog.utils import get_programs
from openedx.core.djangoapps.django_comment_common.models import Role
from openedx.core.djangoapps.waffle_utils import WaffleFlag, WaffleFlagNamespace
from openedx.features.course_duration_limits.access import get_user_course_expiration_date
from openedx.features.course_duration_limits.models import CourseDurationLimitConfig
from student.models import CourseEnrollment
from xmodule.partitions.partitions_service import get_all_partitions_for_course, get_user_partition_groups
# Import this for backwards compatibility (so that anyone importing this function from here doesn't break)
from .stable_bucketing import stable_bucketing_hash_group # pylint: disable=unused-import
logger = logging.getLogger(__name__)
# TODO: clean up as part of REVEM-199 (START)
experiments_namespace = WaffleFlagNamespace(name=u'experiments')
# .. toggle_name: experiments.add_programs
# .. toggle_type: feature_flag
# .. toggle_default: False
# .. toggle_description: Toggle for adding the current course's program information to user metadata
# .. toggle_category: experiments
# .. toggle_expiration_date: None
# .. toggle_warnings: None
# .. toggle_tickets: REVEM-63, REVEM-198
# .. toggle_status: supported
PROGRAM_INFO_FLAG = WaffleFlag(
waffle_namespace=experiments_namespace,
flag_name=u'add_programs',
flag_undefined_default=False
)
# .. toggle_name: experiments.add_dashboard_info
# .. toggle_type: feature_flag
# .. toggle_default: False
# .. toggle_description: Toggle for adding info about each course to the dashboard metadata
# .. toggle_category: experiments
# .. toggle_expiration_date: None
# .. toggle_warnings: None
# .. toggle_tickets: REVEM-118
# .. toggle_status: supported
DASHBOARD_INFO_FLAG = WaffleFlag(experiments_namespace,
u'add_dashboard_info',
flag_undefined_default=False)
# TODO END: clean up as part of REVEM-199 (End)
def check_and_get_upgrade_link_and_date(user, enrollment=None, course=None):
"""
For an authenticated user, return a link to allow them to upgrade
in the specified course.
Returns the upgrade link and upgrade deadline for a user in a given course given
that the user is within the window to upgrade defined by our dynamic pacing feature;
otherwise, returns None for both the link and date.
"""
if enrollment is None and course is None:
logger.warn(u'Must specify either an enrollment or a course')
return (None, None)
if enrollment:
if course is None:
course = enrollment.course
elif enrollment.course_id != course.id:
logger.warn(u'{} refers to a different course than {} which was supplied. Enrollment course id={}, '
u'repr={!r}, deprecated={}. Course id={}, repr={!r}, deprecated={}.'
.format(enrollment,
course,
enrollment.course_id,
enrollment.course_id,
enrollment.course_id.deprecated,
course.id,
course.id,
course.id.deprecated
)
)
return (None, None)
if enrollment.user_id != user.id:
logger.warn(u'{} refers to a different user than {} which was supplied. Enrollment user id={}, repr={!r}. '
u'User id={}, repr={!r}.'.format(enrollment,
user,
enrollment.user_id,
enrollment.user_id,
user.id,
user.id,
)
)
return (None, None)
if enrollment is None:
enrollment = CourseEnrollment.get_enrollment(user, course.id)
if user.is_authenticated and verified_upgrade_link_is_valid(enrollment):
return (
verified_upgrade_deadline_link(user, course),
enrollment.upgrade_deadline
)
return (None, None)
# TODO: clean up as part of REVEM-199 (START)
def get_program_price_and_skus(courses):
"""
Get the total program price and purchase skus from these courses in the program
"""
program_price = 0
skus = []
for course in courses:
course_price, course_sku = get_course_entitlement_price_and_sku(course)
if course_price is not None and course_sku is not None:
program_price = Decimal(program_price) + Decimal(course_price)
skus.append(course_sku)
if program_price <= 0:
program_price = None
skus = None
else:
program_price = format_course_price(program_price)
program_price = six.text_type(program_price)
return program_price, skus
def get_course_entitlement_price_and_sku(course):
"""
Get the entitlement price and sku from this course.
Try to get them from the first non-expired, verified entitlement that has a price and a sku. If that doesn't work,
fall back to the first non-expired, verified course run that has a price and a sku.
"""
for entitlement in course.get('entitlements', []):
if entitlement.get('mode') == 'verified' and entitlement['price'] and entitlement['sku']:
expires = entitlement.get('expires')
if not expires or expires > now():
return entitlement['price'], entitlement['sku']
course_runs = course.get('course_runs', [])
published_course_runs = [run for run in course_runs if run['status'] == 'published']
for published_course_run in published_course_runs:
for seat in published_course_run['seats']:
if seat.get('type') == 'verified' and seat['price'] and seat['sku']:
price = Decimal(seat.get('price'))
return price, seat.get('sku')
return None, None
def get_unenrolled_courses(courses, user_enrollments):
"""
Given a list of courses and a list of user enrollments, return the courses in which the user is not enrolled.
Depending on the enrollments that are passed in, this method can be used to determine the courses in a program in
which the user has not yet enrolled or the courses in a program for which the user has not yet purchased a
certificate.
"""
# Get the enrollment course ids here, so we don't need to loop through them for every course run
enrollment_course_ids = {enrollment.course_id for enrollment in user_enrollments}
unenrolled_courses = []
for course in courses:
if not is_enrolled_in_course(course, enrollment_course_ids):
unenrolled_courses.append(course)
return unenrolled_courses
def is_enrolled_in_all_courses(courses, user_enrollments):
"""
Determine if the user is enrolled in all of the courses
"""
# Get the enrollment course ids here, so we don't need to loop through them for every course run
enrollment_course_ids = {enrollment.course_id for enrollment in user_enrollments}
for course in courses:
if not is_enrolled_in_course(course, enrollment_course_ids):
# User is not enrolled in this course, meaning they are not enrolled in all courses in the program
return False
# User is enrolled in all courses in the program
return True
def is_enrolled_in_course(course, enrollment_course_ids):
"""
Determine if the user is enrolled in this course
"""
course_runs = course.get('course_runs')
if course_runs:
for course_run in course_runs:
if is_enrolled_in_course_run(course_run, enrollment_course_ids):
return True
return False
def is_enrolled_in_course_run(course_run, enrollment_course_ids):
"""
Determine if the user is enrolled in this course run
"""
key = None
try:
key = course_run.get('key')
course_run_key = CourseKey.from_string(key)
return course_run_key in enrollment_course_ids
except InvalidKeyError:
logger.warn(
u'Unable to determine if user was enrolled since the course key {} is invalid'.format(key)
)
return False # Invalid course run key. Assume user is not enrolled.
def get_dashboard_course_info(user, dashboard_enrollments):
"""
Given a list of enrollments shown on the dashboard, return a dict of course ids and experiment info for that course
"""
course_info = None
if DASHBOARD_INFO_FLAG.is_enabled():
# Get the enrollments here since the dashboard filters out those with completed entitlements
user_enrollments = CourseEnrollment.objects.select_related('course').filter(user_id=user.id)
course_info = {
str(dashboard_enrollment.course): get_base_experiment_metadata_context(dashboard_enrollment.course,
user,
dashboard_enrollment,
user_enrollments)
for dashboard_enrollment in dashboard_enrollments
}
return course_info
# TODO: clean up as part of REVEM-199 (END)
def get_experiment_user_metadata_context(course, user):
"""
Return a context dictionary with the keys used by the user_metadata.html.
"""
enrollment = None
# TODO: clean up as part of REVO-28 (START)
user_enrollments = None
audit_enrollments = None
has_non_audit_enrollments = False
try:
user_enrollments = CourseEnrollment.objects.select_related('course').filter(user_id=user.id)
has_non_audit_enrollments = user_enrollments.exclude(mode__in=CourseMode.UPSELL_TO_VERIFIED_MODES).exists()
# TODO: clean up as part of REVO-28 (END)
enrollment = CourseEnrollment.objects.select_related(
'course'
).get(user_id=user.id, course_id=course.id)
except CourseEnrollment.DoesNotExist:
pass # Not enrolled, use the default values
has_entitlements = False
if user.is_authenticated():
has_entitlements = CourseEntitlement.objects.filter(user=user).exists()
context = get_base_experiment_metadata_context(course, user, enrollment, user_enrollments)
has_staff_access = has_staff_access_to_preview_mode(user, course.id)
forum_roles = []
if user.is_authenticated:
forum_roles = list(Role.objects.filter(users=user, course_id=course.id).values_list('name').distinct())
# get user partition data
if user.is_authenticated():
partition_groups = get_all_partitions_for_course(course)
user_partitions = get_user_partition_groups(course.id, partition_groups, user, 'name')
else:
user_partitions = {}
# TODO: clean up as part of REVO-28 (START)
context['has_non_audit_enrollments'] = has_non_audit_enrollments or has_entitlements
# TODO: clean up as part of REVO-28 (END)
context['has_staff_access'] = has_staff_access
context['forum_roles'] = forum_roles
context['partition_groups'] = user_partitions
return context
def get_base_experiment_metadata_context(course, user, enrollment, user_enrollments):
"""
Return a context dictionary with the keys used by dashboard_metadata.html and user_metadata.html
"""
enrollment_mode = None
enrollment_time = None
# TODO: clean up as part of REVEM-199 (START)
program_key = get_program_context(course, user_enrollments)
# TODO: clean up as part of REVEM-199 (END)
if enrollment and enrollment.is_active:
enrollment_mode = enrollment.mode
enrollment_time = enrollment.created
# upgrade_link and upgrade_date should be None if user has passed their dynamic pacing deadline.
upgrade_link, upgrade_date = check_and_get_upgrade_link_and_date(user, enrollment, course)
return {
'upgrade_link': upgrade_link,
'upgrade_price': six.text_type(get_cosmetic_verified_display_price(course)),
'enrollment_mode': enrollment_mode,
'enrollment_time': enrollment_time,
'pacing_type': 'self_paced' if course.self_paced else 'instructor_paced',
'upgrade_deadline': upgrade_date,
'audit_access_deadline': get_audit_access_expiration(user, course),
'course_key': course.id,
'course_start': course.start,
'course_end': course.end,
# TODO: clean up as part of REVEM-199 (START)
'program_key_fields': program_key,
# TODO: clean up as part of REVEM-199 (END)
}
def get_audit_access_expiration(user, course):
"""
Return the expiration date for the user's audit access to this course.
"""
if not CourseDurationLimitConfig.enabled_for_enrollment(user=user, course_key=course.id):
return None
return get_user_course_expiration_date(user, course)
# TODO: clean up as part of REVEM-199 (START)
def get_program_context(course, user_enrollments):
"""
Return a context dictionary with program information.
"""
program_key = None
non_audit_enrollments = user_enrollments.exclude(mode__in=CourseMode.UPSELL_TO_VERIFIED_MODES)
if PROGRAM_INFO_FLAG.is_enabled():
programs = get_programs(course=course.id)
if programs:
# A course can be in multiple programs, but we're just grabbing the first one
program = programs[0]
complete_enrollment = False
has_courses_left_to_purchase = False
total_courses = None
courses = program.get('courses')
courses_left_to_purchase_price = None
courses_left_to_purchase_url = None
program_uuid = program.get('uuid')
is_eligible_for_one_click_purchase = program.get('is_program_eligible_for_one_click_purchase')
if courses is not None:
total_courses = len(courses)
complete_enrollment = is_enrolled_in_all_courses(courses, user_enrollments)
# Get the price and purchase URL of the program courses the user has yet to purchase. Say a
# program has 3 courses (A, B and C), and the user previously purchased a certificate for A.
# The user is enrolled in audit mode for B. The "left to purchase price" should be the price of
# B+C.
courses_left_to_purchase = get_unenrolled_courses(courses, non_audit_enrollments)
if courses_left_to_purchase:
has_courses_left_to_purchase = True
if courses_left_to_purchase and is_eligible_for_one_click_purchase:
courses_left_to_purchase_price, courses_left_to_purchase_skus = \
get_program_price_and_skus(courses_left_to_purchase)
if courses_left_to_purchase_skus:
courses_left_to_purchase_url = EcommerceService().get_checkout_page_url(
*courses_left_to_purchase_skus, program_uuid=program_uuid)
program_key = {
'uuid': program_uuid,
'title': program.get('title'),
'marketing_url': program.get('marketing_url'),
'status': program.get('status'),
'is_eligible_for_one_click_purchase': is_eligible_for_one_click_purchase,
'total_courses': total_courses,
'complete_enrollment': complete_enrollment,
'has_courses_left_to_purchase': has_courses_left_to_purchase,
'courses_left_to_purchase_price': courses_left_to_purchase_price,
'courses_left_to_purchase_url': courses_left_to_purchase_url,
}
return program_key
# TODO: clean up as part of REVEM-199 (START)