|
| 1 | +"""Audit Expiry Urgency experiment (v1) helpers. |
| 2 | +
|
| 3 | +Implements enrollment-time assignment via Optimizely and persistence of a stable |
| 4 | +`audit_expiry_at` datetime via CourseEnrollmentAttribute. |
| 5 | +
|
| 6 | +Design constraints (from ticket): |
| 7 | +* Experiment key: audit_expiry_urgency_v1 |
| 8 | +* Variants: control_5_7_weeks, expiry_7_days |
| 9 | +* Assignment unit: user_id |
| 10 | +* Stickiness: across sessions/devices and across the configured target courses |
| 11 | +* Failure behavior: default to control |
| 12 | +""" |
| 13 | + |
| 14 | +import logging |
| 15 | +from datetime import timedelta |
| 16 | + |
| 17 | +from django.conf import settings |
| 18 | +from django.core.exceptions import MultipleObjectsReturned |
| 19 | +from django.utils import timezone |
| 20 | + |
| 21 | +from common.djangoapps.course_modes.models import CourseMode |
| 22 | +from common.djangoapps.student.models import CourseEnrollmentAttribute |
| 23 | +from lms.djangoapps.utils import OptimizelyClient |
| 24 | +from openedx.core.djangoapps.site_configuration import helpers as configuration_helpers |
| 25 | +from openedx.features.course_duration_limits.access import get_user_course_duration |
| 26 | + |
| 27 | +from .flags import AUDIT_EXPIRY_URGENCY_V1_ENABLED |
| 28 | + |
| 29 | +log = logging.getLogger(__name__) |
| 30 | + |
| 31 | +# Avoid emitting a warning on every enrollment save if the allowlist is missing. |
| 32 | +_WARNED_NO_TARGET_COURSES = False |
| 33 | + |
| 34 | + |
| 35 | +EXPERIMENT_KEY = 'audit_expiry_urgency_v1' |
| 36 | + |
| 37 | +VARIANT_CONTROL = 'control_5_7_weeks' |
| 38 | +VARIANT_EXPIRY_7_DAYS = 'expiry_7_days' |
| 39 | +VALID_VARIANTS = {VARIANT_CONTROL, VARIANT_EXPIRY_7_DAYS} |
| 40 | + |
| 41 | +ATTRIBUTE_NAMESPACE = 'audit_expiry_experiment' |
| 42 | +ATTRIBUTE_NAME_EXPERIMENT_KEY = 'experiment_key' |
| 43 | +ATTRIBUTE_NAME_VARIANT = 'variant' |
| 44 | +ATTRIBUTE_NAME_EXPIRY_DAYS = 'expiry_days' |
| 45 | +ATTRIBUTE_NAME_ASSIGNED_AT = 'assigned_at' |
| 46 | +ATTRIBUTE_NAME_DECISION_SOURCE = 'decision_source' |
| 47 | +ATTRIBUTE_NAME_AUDIT_EXPIRY_AT = 'audit_expiry_at' |
| 48 | + |
| 49 | +SITE_CONFIG_KEY_TARGET_COURSES = 'AUDIT_EXPIRY_EXPERIMENT_COURSES' |
| 50 | + |
| 51 | +# TEMP: Local testing fallback. |
| 52 | +# When set (e.g. in devstack), this forces a specific variant and skips the |
| 53 | +# Optimizely lookup entirely. |
| 54 | +FORCE_VARIANT_SETTING = 'AUDIT_EXPIRY_FORCE_VARIANT' |
| 55 | + |
| 56 | + |
| 57 | +def _get_configured_target_course_id_strings(): |
| 58 | + """Return configured target course run IDs as a list of strings.""" |
| 59 | + default_from_settings = getattr(settings, SITE_CONFIG_KEY_TARGET_COURSES, []) |
| 60 | + configured = configuration_helpers.get_value(SITE_CONFIG_KEY_TARGET_COURSES, default=default_from_settings) |
| 61 | + |
| 62 | + if configured is None: |
| 63 | + configured = [] |
| 64 | + if isinstance(configured, str): |
| 65 | + configured = [configured] |
| 66 | + if not isinstance(configured, list): |
| 67 | + configured = [] |
| 68 | + |
| 69 | + course_ids = [str(item) for item in configured if item] |
| 70 | + if not course_ids: |
| 71 | + global _WARNED_NO_TARGET_COURSES # pylint: disable=global-statement |
| 72 | + if not _WARNED_NO_TARGET_COURSES: |
| 73 | + log.warning('Audit expiry urgency: no target courses configured (key=%s)', SITE_CONFIG_KEY_TARGET_COURSES) |
| 74 | + _WARNED_NO_TARGET_COURSES = True |
| 75 | + return course_ids |
| 76 | + |
| 77 | + |
| 78 | +def is_target_course(course_key): |
| 79 | + """Return True if course_key is one of the configured target course runs.""" |
| 80 | + return str(course_key) in set(_get_configured_target_course_id_strings()) |
| 81 | + |
| 82 | + |
| 83 | +def _get_attribute(enrollment, name): |
| 84 | + """Get the latest CourseEnrollmentAttribute row for our namespace/name.""" |
| 85 | + return enrollment.attributes.filter(namespace=ATTRIBUTE_NAMESPACE, name=name).order_by('id').last() |
| 86 | + |
| 87 | + |
| 88 | +def get_persisted_variant(enrollment): |
| 89 | + """Return the persisted experiment variant for an enrollment, if present.""" |
| 90 | + attr = _get_attribute(enrollment, ATTRIBUTE_NAME_VARIANT) |
| 91 | + return attr.value if attr else None |
| 92 | + |
| 93 | + |
| 94 | +def get_persisted_experiment_key(enrollment): |
| 95 | + """Return the persisted experiment key for an enrollment, if present.""" |
| 96 | + attr = _get_attribute(enrollment, ATTRIBUTE_NAME_EXPERIMENT_KEY) |
| 97 | + return attr.value if attr else None |
| 98 | + |
| 99 | + |
| 100 | +def get_persisted_expiry_days(enrollment): |
| 101 | + """Return the persisted expiry-days value as an int, if valid.""" |
| 102 | + attr = _get_attribute(enrollment, ATTRIBUTE_NAME_EXPIRY_DAYS) |
| 103 | + if not attr: |
| 104 | + return None |
| 105 | + try: |
| 106 | + return int(attr.value) |
| 107 | + except (TypeError, ValueError): |
| 108 | + return None |
| 109 | + |
| 110 | + |
| 111 | +def get_persisted_assigned_at(enrollment): |
| 112 | + """Return the persisted assignment timestamp for an enrollment, if present.""" |
| 113 | + attr = _get_attribute(enrollment, ATTRIBUTE_NAME_ASSIGNED_AT) |
| 114 | + return attr.value if attr else None |
| 115 | + |
| 116 | + |
| 117 | +def get_persisted_decision_source(enrollment): |
| 118 | + """Return how the persisted experiment decision was made, if present.""" |
| 119 | + attr = _get_attribute(enrollment, ATTRIBUTE_NAME_DECISION_SOURCE) |
| 120 | + return attr.value if attr else None |
| 121 | + |
| 122 | + |
| 123 | +def get_persisted_audit_expiry_at(enrollment): |
| 124 | + """Return the persisted audit expiry datetime string for an enrollment, if present.""" |
| 125 | + attr = _get_attribute(enrollment, ATTRIBUTE_NAME_AUDIT_EXPIRY_AT) |
| 126 | + return attr.value if attr else None |
| 127 | + |
| 128 | + |
| 129 | +def _set_attribute(enrollment, name, value): |
| 130 | + """Set an enrollment attribute, tolerating duplicates.""" |
| 131 | + try: |
| 132 | + CourseEnrollmentAttribute.objects.update_or_create( |
| 133 | + enrollment=enrollment, |
| 134 | + namespace=ATTRIBUTE_NAMESPACE, |
| 135 | + name=name, |
| 136 | + defaults={'value': value}, |
| 137 | + ) |
| 138 | + except MultipleObjectsReturned: |
| 139 | + # Duplicates are possible (no uniqueness constraint). Prefer updating the latest. |
| 140 | + existing = CourseEnrollmentAttribute.objects.filter( |
| 141 | + enrollment=enrollment, |
| 142 | + namespace=ATTRIBUTE_NAMESPACE, |
| 143 | + name=name, |
| 144 | + ).order_by('id').last() |
| 145 | + if existing: |
| 146 | + existing.value = value |
| 147 | + existing.save() |
| 148 | + else: |
| 149 | + CourseEnrollmentAttribute.objects.create( |
| 150 | + enrollment=enrollment, |
| 151 | + namespace=ATTRIBUTE_NAMESPACE, |
| 152 | + name=name, |
| 153 | + value=value, |
| 154 | + ) |
| 155 | + |
| 156 | + |
| 157 | +def _find_existing_variant_for_user(user, target_course_id_strings): |
| 158 | + """Reuse learner-level assignment by looking for an existing stored variant.""" |
| 159 | + if not target_course_id_strings: |
| 160 | + return None |
| 161 | + |
| 162 | + # Note: do NOT filter on enrollment.is_active; we want reenrollments to retain assignment. |
| 163 | + existing_variant = ( |
| 164 | + CourseEnrollmentAttribute.objects.filter( |
| 165 | + enrollment__user=user, |
| 166 | + enrollment__course_id__in=target_course_id_strings, |
| 167 | + namespace=ATTRIBUTE_NAMESPACE, |
| 168 | + name=ATTRIBUTE_NAME_VARIANT, |
| 169 | + ) |
| 170 | + .order_by('-id') |
| 171 | + .values_list('value', flat=True) |
| 172 | + .first() |
| 173 | + ) |
| 174 | + |
| 175 | + return existing_variant if existing_variant in VALID_VARIANTS else None |
| 176 | + |
| 177 | + |
| 178 | +def _forced_variant_from_settings(): |
| 179 | + """Return a forced variant if configured for local testing, else None.""" |
| 180 | + forced = getattr(settings, FORCE_VARIANT_SETTING, None) |
| 181 | + if forced in VALID_VARIANTS: |
| 182 | + return forced |
| 183 | + if forced is not None: |
| 184 | + log.warning( |
| 185 | + 'Audit expiry urgency: invalid %s=%r; ignoring (expected one of %s)', |
| 186 | + FORCE_VARIANT_SETTING, |
| 187 | + forced, |
| 188 | + sorted(VALID_VARIANTS), |
| 189 | + ) |
| 190 | + return None |
| 191 | + |
| 192 | + |
| 193 | +def _activate_optimizely_variant(user): |
| 194 | + """Return variant key from Optimizely activate(), or None on failure.""" |
| 195 | + optimizely_client = OptimizelyClient.get_optimizely_client() |
| 196 | + if optimizely_client is None: |
| 197 | + return None |
| 198 | + try: |
| 199 | + variation_key = optimizely_client.activate(EXPERIMENT_KEY, str(user.id)) |
| 200 | + return variation_key |
| 201 | + except Exception: # pylint: disable=broad-except |
| 202 | + # Never break enrollment due to Optimizely issues. |
| 203 | + log.exception( |
| 204 | + 'Audit expiry urgency: Optimizely activate failed for user_id=%s experiment=%s', |
| 205 | + user.id, |
| 206 | + EXPERIMENT_KEY, |
| 207 | + ) |
| 208 | + return None |
| 209 | + |
| 210 | + |
| 211 | +def choose_variant(user, target_course_id_strings): |
| 212 | + """Choose (or reuse) a learner-level variant and decision source.""" |
| 213 | + forced_variant = _forced_variant_from_settings() |
| 214 | + if forced_variant: |
| 215 | + return forced_variant, 'force_variant' |
| 216 | + |
| 217 | + existing_variant = _find_existing_variant_for_user(user, target_course_id_strings) |
| 218 | + if existing_variant: |
| 219 | + return existing_variant, 'existing' |
| 220 | + |
| 221 | + variation_key = _activate_optimizely_variant(user) |
| 222 | + if variation_key in VALID_VARIANTS: |
| 223 | + return variation_key, 'optimizely' |
| 224 | + |
| 225 | + if variation_key is not None: |
| 226 | + log.warning('Audit expiry urgency: unexpected variation=%s; falling back to control', variation_key) |
| 227 | + else: |
| 228 | + log.warning('Audit expiry urgency: Optimizely unavailable; falling back to control') |
| 229 | + return VARIANT_CONTROL, 'fallback_control' |
| 230 | + |
| 231 | + |
| 232 | +def _content_availability_date(enrollment): |
| 233 | + course_start = getattr(enrollment.course_overview, 'start', None) |
| 234 | + if course_start is None: |
| 235 | + return enrollment.created |
| 236 | + return max(enrollment.created, course_start) |
| 237 | + |
| 238 | + |
| 239 | +def compute_audit_expiry_at(enrollment, variant, access_duration): |
| 240 | + """Compute the persisted audit expiry datetime for this enrollment.""" |
| 241 | + content_availability_date = _content_availability_date(enrollment) |
| 242 | + if variant == VARIANT_EXPIRY_7_DAYS: |
| 243 | + expiry_at = content_availability_date + timedelta(days=7) |
| 244 | + return expiry_at, 7 |
| 245 | + expiry_at = content_availability_date + access_duration |
| 246 | + return expiry_at, access_duration.days |
| 247 | + |
| 248 | + |
| 249 | +def _track_exposure_event(user, course_key, variant, expiry_days, decision_source): |
| 250 | + """Track the first persisted learner assignment for this experiment.""" |
| 251 | + try: |
| 252 | + optimizely_client = OptimizelyClient.get_optimizely_client() |
| 253 | + if optimizely_client: |
| 254 | + optimizely_client.track( |
| 255 | + 'audit_expiry_urgency_exposed', |
| 256 | + str(user.id), |
| 257 | + attributes={ |
| 258 | + 'experiment_key': EXPERIMENT_KEY, |
| 259 | + 'variant': variant, |
| 260 | + 'expiry_days': expiry_days, |
| 261 | + 'course_id': str(course_key), |
| 262 | + 'decision_source': decision_source, |
| 263 | + } |
| 264 | + ) |
| 265 | + except Exception: # pylint: disable=broad-except |
| 266 | + log.exception('Audit expiry urgency: failed to track exposure for user_id=%s', user.id) |
| 267 | + |
| 268 | + |
| 269 | +def maybe_persist_audit_expiry_urgency_attributes(enrollment): |
| 270 | + """Persist variant and audit_expiry_at for an eligible enrollment. |
| 271 | +
|
| 272 | + Safe + idempotent: if audit_expiry_at already exists, this is a no-op. |
| 273 | + """ |
| 274 | + if not AUDIT_EXPIRY_URGENCY_V1_ENABLED.is_enabled(): |
| 275 | + return |
| 276 | + |
| 277 | + if not enrollment or not getattr(enrollment, 'user_id', None): |
| 278 | + log.warning('Audit expiry urgency: skipped (missing enrollment or user)') |
| 279 | + return |
| 280 | + |
| 281 | + if not enrollment.course_overview: |
| 282 | + log.warning('Audit expiry urgency: skipped (missing course_overview)') |
| 283 | + return |
| 284 | + |
| 285 | + if any(( |
| 286 | + not enrollment.is_active, |
| 287 | + enrollment.mode != CourseMode.AUDIT, |
| 288 | + not is_target_course(enrollment.course_id), |
| 289 | + )): |
| 290 | + return |
| 291 | + |
| 292 | + # Idempotency: do not overwrite once set. |
| 293 | + if get_persisted_audit_expiry_at(enrollment): |
| 294 | + return |
| 295 | + |
| 296 | + access_duration = get_user_course_duration(enrollment.user, enrollment.course_overview) |
| 297 | + if access_duration is None: |
| 298 | + # Only apply if Course Duration Limits would normally apply. |
| 299 | + return |
| 300 | + |
| 301 | + target_course_ids = _get_configured_target_course_id_strings() |
| 302 | + variant, decision_source = choose_variant(enrollment.user, target_course_ids) |
| 303 | + |
| 304 | + audit_expiry_at, expiry_days = compute_audit_expiry_at(enrollment, variant, access_duration) |
| 305 | + if timezone.is_naive(audit_expiry_at): |
| 306 | + audit_expiry_at = timezone.make_aware(audit_expiry_at, timezone=timezone.utc) |
| 307 | + |
| 308 | + assigned_at = timezone.now() |
| 309 | + |
| 310 | + _set_attribute(enrollment, ATTRIBUTE_NAME_EXPERIMENT_KEY, EXPERIMENT_KEY) |
| 311 | + _set_attribute(enrollment, ATTRIBUTE_NAME_VARIANT, variant) |
| 312 | + _set_attribute(enrollment, ATTRIBUTE_NAME_EXPIRY_DAYS, str(expiry_days)) |
| 313 | + _set_attribute(enrollment, ATTRIBUTE_NAME_ASSIGNED_AT, assigned_at.isoformat()) |
| 314 | + _set_attribute(enrollment, ATTRIBUTE_NAME_DECISION_SOURCE, decision_source) |
| 315 | + _set_attribute(enrollment, ATTRIBUTE_NAME_AUDIT_EXPIRY_AT, audit_expiry_at.isoformat()) |
| 316 | + |
| 317 | + if decision_source != 'existing': |
| 318 | + _track_exposure_event(enrollment.user, enrollment.course_id, variant, expiry_days, decision_source) |
0 commit comments