|
| 1 | +import json |
| 2 | + |
| 3 | +import pytest |
| 4 | +from django.contrib.admin import AdminSite |
| 5 | +from django.core.exceptions import PermissionDenied |
| 6 | + |
| 7 | +from conferences.tests.factories import ConferenceFactory |
| 8 | +from reviews.admin import ReviewSessionAdmin |
| 9 | +from reviews.models import ReviewSession |
| 10 | +from reviews.tests.factories import ( |
| 11 | + AvailableScoreOptionFactory, |
| 12 | + ReviewSessionFactory, |
| 13 | +) |
| 14 | +from submissions.models import Submission |
| 15 | +from submissions.tests.factories import SubmissionFactory |
| 16 | +from users.tests.factories import UserFactory |
| 17 | + |
| 18 | +pytestmark = pytest.mark.django_db |
| 19 | + |
| 20 | + |
| 21 | +def _create_recap_setup(*, session_status=ReviewSession.Status.COMPLETED): |
| 22 | + """Create a review session with accepted submissions for recap tests.""" |
| 23 | + user = UserFactory(is_staff=True, is_superuser=True) |
| 24 | + conference = ConferenceFactory() |
| 25 | + |
| 26 | + review_session = ReviewSessionFactory( |
| 27 | + conference=conference, |
| 28 | + session_type=ReviewSession.SessionType.PROPOSALS, |
| 29 | + status=session_status, |
| 30 | + ) |
| 31 | + AvailableScoreOptionFactory(review_session=review_session, numeric_value=0) |
| 32 | + AvailableScoreOptionFactory(review_session=review_session, numeric_value=1) |
| 33 | + |
| 34 | + submission_1 = SubmissionFactory( |
| 35 | + conference=conference, status=Submission.STATUS.accepted |
| 36 | + ) |
| 37 | + submission_2 = SubmissionFactory( |
| 38 | + conference=conference, status=Submission.STATUS.accepted |
| 39 | + ) |
| 40 | + |
| 41 | + return user, conference, review_session, [submission_1, submission_2] |
| 42 | + |
| 43 | + |
| 44 | +# --- review_recap_view tests --- |
| 45 | + |
| 46 | + |
| 47 | +def test_recap_view_returns_correct_context(rf): |
| 48 | + user = UserFactory(is_staff=True, is_superuser=True) |
| 49 | + conference = ConferenceFactory() |
| 50 | + review_session = ReviewSessionFactory( |
| 51 | + conference=conference, |
| 52 | + session_type=ReviewSession.SessionType.PROPOSALS, |
| 53 | + status=ReviewSession.Status.COMPLETED, |
| 54 | + ) |
| 55 | + AvailableScoreOptionFactory(review_session=review_session, numeric_value=0) |
| 56 | + |
| 57 | + speaker_1 = UserFactory(gender="female") |
| 58 | + speaker_2 = UserFactory(gender="male") |
| 59 | + |
| 60 | + sub1 = SubmissionFactory( |
| 61 | + conference=conference, |
| 62 | + status=Submission.STATUS.accepted, |
| 63 | + speaker=speaker_1, |
| 64 | + speaker_level="new", |
| 65 | + ) |
| 66 | + sub2 = SubmissionFactory( |
| 67 | + conference=conference, |
| 68 | + status=Submission.STATUS.accepted, |
| 69 | + speaker=speaker_2, |
| 70 | + speaker_level="experienced", |
| 71 | + type=sub1.type, # same type so they group together |
| 72 | + ) |
| 73 | + conference.submission_types.add(sub1.type) |
| 74 | + |
| 75 | + request = rf.get("/") |
| 76 | + request.user = user |
| 77 | + |
| 78 | + admin = ReviewSessionAdmin(ReviewSession, AdminSite()) |
| 79 | + response = admin.review_recap_view(request, review_session.id) |
| 80 | + |
| 81 | + assert response.status_code == 200 |
| 82 | + |
| 83 | + ctx = response.context_data |
| 84 | + assert ctx["total_accepted"] == 2 |
| 85 | + assert ctx["review_session_id"] == review_session.id |
| 86 | + assert ctx["review_session_repr"] == str(review_session) |
| 87 | + assert ctx["compute_analysis_url"] == ( |
| 88 | + f"/admin/reviews/reviewsession/{review_session.id}/review/recap/compute-analysis/" |
| 89 | + ) |
| 90 | + |
| 91 | + # submissions_data should contain both submissions with actual values |
| 92 | + submissions_by_id = {s["id"]: s for s in ctx["submissions_data"]} |
| 93 | + assert set(submissions_by_id.keys()) == {sub1.id, sub2.id} |
| 94 | + assert submissions_by_id[sub1.id]["title"] == str(sub1.title) |
| 95 | + assert submissions_by_id[sub1.id]["type"] == sub1.type.name |
| 96 | + assert submissions_by_id[sub1.id]["speaker"] == speaker_1.display_name |
| 97 | + assert submissions_by_id[sub2.id]["speaker"] == speaker_2.display_name |
| 98 | + |
| 99 | + # stats_by_type should have actual counts |
| 100 | + type_name = sub1.type.name |
| 101 | + assert type_name in ctx["stats_by_type"] |
| 102 | + stats = ctx["stats_by_type"][type_name] |
| 103 | + assert stats["total"] == 2 |
| 104 | + assert stats["gender_counts"]["female"] == (1, 50.0) |
| 105 | + assert stats["gender_counts"]["male"] == (1, 50.0) |
| 106 | + assert stats["speaker_level_counts"]["new"] == (1, 50.0) |
| 107 | + assert stats["speaker_level_counts"]["experienced"] == (1, 50.0) |
| 108 | + |
| 109 | + |
| 110 | +def test_recap_view_does_not_call_ml_functions(rf, mocker): |
| 111 | + mock_similar = mocker.patch("reviews.admin.compute_similar_talks") |
| 112 | + mock_clusters = mocker.patch("reviews.admin.compute_topic_clusters") |
| 113 | + |
| 114 | + user, conference, review_session, submissions = _create_recap_setup() |
| 115 | + |
| 116 | + request = rf.get("/") |
| 117 | + request.user = user |
| 118 | + |
| 119 | + admin = ReviewSessionAdmin(ReviewSession, AdminSite()) |
| 120 | + admin.review_recap_view(request, review_session.id) |
| 121 | + |
| 122 | + mock_similar.assert_not_called() |
| 123 | + mock_clusters.assert_not_called() |
| 124 | + |
| 125 | + |
| 126 | +def test_recap_view_only_counts_accepted_submissions(rf): |
| 127 | + user, conference, review_session, submissions = _create_recap_setup() |
| 128 | + |
| 129 | + # Add a rejected submission - should not be counted |
| 130 | + SubmissionFactory(conference=conference, status=Submission.STATUS.rejected) |
| 131 | + |
| 132 | + request = rf.get("/") |
| 133 | + request.user = user |
| 134 | + |
| 135 | + admin = ReviewSessionAdmin(ReviewSession, AdminSite()) |
| 136 | + response = admin.review_recap_view(request, review_session.id) |
| 137 | + |
| 138 | + assert response.context_data["total_accepted"] == 2 |
| 139 | + |
| 140 | + |
| 141 | +def test_recap_view_permission_denied_for_non_reviewer(rf): |
| 142 | + user = UserFactory(is_staff=True, is_superuser=False) |
| 143 | + conference = ConferenceFactory() |
| 144 | + review_session = ReviewSessionFactory( |
| 145 | + conference=conference, |
| 146 | + session_type=ReviewSession.SessionType.PROPOSALS, |
| 147 | + ) |
| 148 | + |
| 149 | + request = rf.get("/") |
| 150 | + request.user = user |
| 151 | + |
| 152 | + admin = ReviewSessionAdmin(ReviewSession, AdminSite()) |
| 153 | + |
| 154 | + with pytest.raises(PermissionDenied): |
| 155 | + admin.review_recap_view(request, review_session.id) |
| 156 | + |
| 157 | + |
| 158 | +def test_recap_view_redirects_when_shortlist_not_visible(rf, mocker): |
| 159 | + mocker.patch("reviews.admin.messages") |
| 160 | + |
| 161 | + user, conference, review_session, submissions = _create_recap_setup( |
| 162 | + session_status=ReviewSession.Status.DRAFT, |
| 163 | + ) |
| 164 | + |
| 165 | + # Grants sessions need COMPLETED to see shortlist; DRAFT won't work |
| 166 | + review_session.session_type = ReviewSession.SessionType.GRANTS |
| 167 | + review_session.save() |
| 168 | + |
| 169 | + request = rf.get("/") |
| 170 | + request.user = user |
| 171 | + |
| 172 | + admin = ReviewSessionAdmin(ReviewSession, AdminSite()) |
| 173 | + response = admin.review_recap_view(request, review_session.id) |
| 174 | + |
| 175 | + assert response.status_code == 302 |
| 176 | + assert ( |
| 177 | + response.url |
| 178 | + == f"/admin/reviews/reviewsession/{review_session.id}/change/" |
| 179 | + ) |
| 180 | + |
| 181 | + |
| 182 | +# --- review_recap_compute_analysis_view tests --- |
| 183 | + |
| 184 | + |
| 185 | +def test_compute_analysis_view_returns_submissions_and_clusters(rf, mocker): |
| 186 | + user, conference, review_session, submissions = _create_recap_setup() |
| 187 | + sub1, sub2 = submissions |
| 188 | + |
| 189 | + mocker.patch( |
| 190 | + "reviews.admin.compute_similar_talks", |
| 191 | + return_value={ |
| 192 | + sub1.id: [{"id": sub2.id, "title": str(sub2.title), "similarity": 75.0}], |
| 193 | + sub2.id: [], |
| 194 | + }, |
| 195 | + ) |
| 196 | + mocker.patch( |
| 197 | + "reviews.admin.compute_topic_clusters", |
| 198 | + return_value={ |
| 199 | + "topics": [{"name": "ML", "count": 2, "keywords": ["ml"], "submissions": []}], |
| 200 | + "outliers": [], |
| 201 | + "submission_topics": {}, |
| 202 | + }, |
| 203 | + ) |
| 204 | + |
| 205 | + request = rf.get("/") |
| 206 | + request.user = user |
| 207 | + |
| 208 | + admin = ReviewSessionAdmin(ReviewSession, AdminSite()) |
| 209 | + response = admin.review_recap_compute_analysis_view(request, review_session.id) |
| 210 | + |
| 211 | + assert response.status_code == 200 |
| 212 | + data = json.loads(response.content) |
| 213 | + |
| 214 | + # Verify submissions_list structure |
| 215 | + assert len(data["submissions_list"]) == 2 |
| 216 | + # sub1 has higher similarity (75%) so should be first |
| 217 | + assert data["submissions_list"][0]["id"] == sub1.id |
| 218 | + assert data["submissions_list"][0]["similar"] == [ |
| 219 | + {"id": sub2.id, "title": str(sub2.title), "similarity": 75.0} |
| 220 | + ] |
| 221 | + assert data["submissions_list"][1]["id"] == sub2.id |
| 222 | + assert data["submissions_list"][1]["similar"] == [] |
| 223 | + |
| 224 | + # Each submission entry has required fields |
| 225 | + for entry in data["submissions_list"]: |
| 226 | + assert "id" in entry |
| 227 | + assert "title" in entry |
| 228 | + assert "type" in entry |
| 229 | + assert "speaker" in entry |
| 230 | + assert "similar" in entry |
| 231 | + |
| 232 | + # Verify topic_clusters is passed through |
| 233 | + assert data["topic_clusters"]["topics"][0]["name"] == "ML" |
| 234 | + assert data["topic_clusters"]["outliers"] == [] |
| 235 | + |
| 236 | + |
| 237 | +def test_compute_analysis_view_passes_recompute_flag(rf, mocker): |
| 238 | + mock_similar = mocker.patch( |
| 239 | + "reviews.admin.compute_similar_talks", |
| 240 | + return_value={}, |
| 241 | + ) |
| 242 | + mock_clusters = mocker.patch( |
| 243 | + "reviews.admin.compute_topic_clusters", |
| 244 | + return_value={"topics": [], "outliers": [], "submission_topics": {}}, |
| 245 | + ) |
| 246 | + |
| 247 | + user, conference, review_session, submissions = _create_recap_setup() |
| 248 | + |
| 249 | + request = rf.get("/?recompute=1") |
| 250 | + request.user = user |
| 251 | + |
| 252 | + admin = ReviewSessionAdmin(ReviewSession, AdminSite()) |
| 253 | + admin.review_recap_compute_analysis_view(request, review_session.id) |
| 254 | + |
| 255 | + _, kwargs = mock_similar.call_args |
| 256 | + assert kwargs["force_recompute"] is True |
| 257 | + |
| 258 | + _, kwargs = mock_clusters.call_args |
| 259 | + assert kwargs["force_recompute"] is True |
| 260 | + |
| 261 | + |
| 262 | +def test_compute_analysis_view_no_recompute_by_default(rf, mocker): |
| 263 | + mock_similar = mocker.patch( |
| 264 | + "reviews.admin.compute_similar_talks", |
| 265 | + return_value={}, |
| 266 | + ) |
| 267 | + mock_clusters = mocker.patch( |
| 268 | + "reviews.admin.compute_topic_clusters", |
| 269 | + return_value={"topics": [], "outliers": [], "submission_topics": {}}, |
| 270 | + ) |
| 271 | + |
| 272 | + user, conference, review_session, submissions = _create_recap_setup() |
| 273 | + |
| 274 | + request = rf.get("/") |
| 275 | + request.user = user |
| 276 | + |
| 277 | + admin = ReviewSessionAdmin(ReviewSession, AdminSite()) |
| 278 | + admin.review_recap_compute_analysis_view(request, review_session.id) |
| 279 | + |
| 280 | + _, kwargs = mock_similar.call_args |
| 281 | + assert kwargs["force_recompute"] is False |
| 282 | + |
| 283 | + _, kwargs = mock_clusters.call_args |
| 284 | + assert kwargs["force_recompute"] is False |
| 285 | + |
| 286 | + |
| 287 | +def test_compute_analysis_view_permission_denied_for_non_reviewer(rf): |
| 288 | + user = UserFactory(is_staff=True, is_superuser=False) |
| 289 | + conference = ConferenceFactory() |
| 290 | + review_session = ReviewSessionFactory( |
| 291 | + conference=conference, |
| 292 | + session_type=ReviewSession.SessionType.PROPOSALS, |
| 293 | + ) |
| 294 | + |
| 295 | + request = rf.get("/") |
| 296 | + request.user = user |
| 297 | + |
| 298 | + admin = ReviewSessionAdmin(ReviewSession, AdminSite()) |
| 299 | + |
| 300 | + with pytest.raises(PermissionDenied): |
| 301 | + admin.review_recap_compute_analysis_view(request, review_session.id) |
| 302 | + |
| 303 | + |
| 304 | +def test_compute_analysis_view_permission_denied_when_shortlist_not_visible(rf): |
| 305 | + user = UserFactory(is_staff=True, is_superuser=True) |
| 306 | + conference = ConferenceFactory() |
| 307 | + review_session = ReviewSessionFactory( |
| 308 | + conference=conference, |
| 309 | + session_type=ReviewSession.SessionType.GRANTS, |
| 310 | + status=ReviewSession.Status.DRAFT, |
| 311 | + ) |
| 312 | + |
| 313 | + request = rf.get("/") |
| 314 | + request.user = user |
| 315 | + |
| 316 | + admin = ReviewSessionAdmin(ReviewSession, AdminSite()) |
| 317 | + |
| 318 | + with pytest.raises(PermissionDenied): |
| 319 | + admin.review_recap_compute_analysis_view(request, review_session.id) |
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