PR #35 - Update Old Weibo Tasks and Add New Ones

#35
by dzakaathif - opened
Files changed (41) hide show
  1. rewards/weibo.py +949 -54
  2. tasks/weibo/accept-search-suggestion.json +0 -0
  3. tasks/weibo/change-search-categories.json +0 -0
  4. tasks/weibo/change-trending-tab-and-navigate.json +0 -0
  5. tasks/weibo/create-comment-with-expressions-on-detail.json +0 -0
  6. tasks/weibo/create-comment-with-inline-section.json +0 -0
  7. tasks/weibo/create-custom-group-and-navigate.json +0 -0
  8. tasks/weibo/create-post-with-expressions.json +0 -0
  9. tasks/weibo/delete-custom-group.json +0 -0
  10. tasks/weibo/edit-custom-group-name.json +0 -0
  11. tasks/weibo/follow-and-set-special-attention-flow.json +0 -0
  12. tasks/weibo/follow-and-unfollow-from-profile.json +0 -0
  13. tasks/weibo/follow-assign-to-group-and-navigate.json +0 -0
  14. tasks/weibo/follow-create-group-and-assign-flow.json +0 -0
  15. tasks/weibo/follow-user-and-check-latest-feed.json +0 -0
  16. tasks/weibo/home-from-search.json +0 -0
  17. tasks/weibo/like-post-from-main-feed.json +0 -0
  18. tasks/weibo/load-many-posts.json +0 -0
  19. tasks/weibo/load-more-posts.json +0 -0
  20. tasks/weibo/navigate-post.json +0 -0
  21. tasks/weibo/navigate-profile.json +0 -0
  22. tasks/weibo/navigate-to-empty-latest-feed.json +0 -0
  23. tasks/weibo/navigate-via-trending-topic.json +0 -0
  24. tasks/weibo/no-search-suggestions.json +0 -0
  25. tasks/weibo/open-inline-comments-section.json +0 -0
  26. tasks/weibo/open-post-composer-more-dropdown.json +0 -0
  27. tasks/weibo/partial-search-query.json +0 -0
  28. tasks/weibo/post-from-profile.json +0 -0
  29. tasks/weibo/post-from-search.json +0 -0
  30. tasks/weibo/profile-from-comments.json +0 -0
  31. tasks/weibo/profile-from-post.json +0 -0
  32. tasks/weibo/profile-from-reply.json +0 -0
  33. tasks/weibo/profile-from-search.json +0 -0
  34. tasks/weibo/profile-from-sorted-comments.json +0 -0
  35. tasks/weibo/search-dropdown-profile.json +0 -0
  36. tasks/weibo/search-follow-last-user.json +0 -0
  37. tasks/weibo/search-users.json +0 -0
  38. tasks/weibo/switch-theme.json +0 -0
  39. tasks/weibo/unassign-special-attention-and-groups.json +0 -0
  40. tasks/weibo/unlike-all-posts-on-profile.json +0 -0
  41. tasks/weibo/video-post-from-profile.json +0 -0
rewards/weibo.py CHANGED
@@ -3,7 +3,7 @@ Reward functions for Weibo app tasks.
3
  """
4
 
5
  import logging
6
- from typing import Any, Dict, Tuple
7
 
8
  logger = logging.getLogger(__name__)
9
 
@@ -51,7 +51,8 @@ def _validate_navigatepost(initial_state: Dict[str, Any], final_state: Dict[str,
51
  This function validates the final state matches the expected target state:
52
  - currentView should be "post"
53
  - viewedPostId should match the expected post ID
54
- - commentTab should be set appropriately
 
55
 
56
  Args:
57
  initial_state: The initial state before navigation
@@ -67,17 +68,30 @@ def _validate_navigatepost(initial_state: Dict[str, Any], final_state: Dict[str,
67
  if current_view != "post":
68
  return 0.0, f"Not on post detail page, current view: {current_view}"
69
 
70
- # Check 2: viewedPostId is "4"
71
  viewed_post_id = final_state.get("viewedPostId")
72
- if viewed_post_id != "4":
73
- return 0.0, f"Expected viewedPostId to be '4', got '{viewed_post_id}'"
74
 
75
- # Check 3: commentTab is "hot" (default tab for post detail)
76
- comment_tab = final_state.get("commentTab")
 
 
 
 
 
 
 
 
 
 
 
 
 
77
  if comment_tab != "hot":
78
- return 0.0, f"Expected commentTab to be 'hot', got '{comment_tab}'"
79
 
80
- return 1.0, "Successfully navigated to post 4 detail page"
81
 
82
 
83
  def _validate_loadmoreposts(initial_state: Dict[str, Any], final_state: Dict[str, Any]) -> Tuple[float, str]:
@@ -86,7 +100,7 @@ def _validate_loadmoreposts(initial_state: Dict[str, Any], final_state: Dict[str
86
 
87
  This function validates the final state matches the expected target state:
88
  - currentView should remain "feed"
89
- - displayedPosts should have increased (from 10 to 30 posts)
90
  - isLoadingPosts should be False (loading completed)
91
 
92
  Args:
@@ -103,9 +117,9 @@ def _validate_loadmoreposts(initial_state: Dict[str, Any], final_state: Dict[str
103
  if current_view != "feed":
104
  return 0.0, f"Not on feed page, current view: {current_view}"
105
 
106
- # Check 2: displayedPosts has increased
107
- initial_posts = initial_state.get("displayedPosts", [])
108
- final_posts = final_state.get("displayedPosts", [])
109
 
110
  initial_count = len(initial_posts)
111
  final_count = len(final_posts)
@@ -113,11 +127,7 @@ def _validate_loadmoreposts(initial_state: Dict[str, Any], final_state: Dict[str
113
  if final_count <= initial_count:
114
  return 0.0, f"Posts did not increase: {initial_count} -> {final_count} (expected increase)"
115
 
116
- # Check 3: Final count should be 30 posts
117
- if final_count != 30:
118
- return 0.0, f"Expected 30 posts in final state, got {final_count}"
119
-
120
- # Check 4: isLoadingPosts should be False (loading completed)
121
  is_loading = final_state.get("isLoadingPosts")
122
  if is_loading:
123
  return 0.0, f"Expected isLoadingPosts to be False after loading, got {is_loading}"
@@ -132,9 +142,10 @@ def _validate_postfromprofile(initial_state: Dict[str, Any], final_state: Dict[s
132
  This function validates the final state matches the expected target state:
133
  - currentView should be "post"
134
  - viewedPostId should match the expected post ID (31)
135
- - commentTab should be "hot" (default tab)
136
  - viewedUserId should be None (cleared when navigating to post detail)
137
- - displayedPosts should remain unchanged (persisted across pages)
 
138
 
139
  Args:
140
  initial_state: The initial state before navigation
@@ -150,32 +161,45 @@ def _validate_postfromprofile(initial_state: Dict[str, Any], final_state: Dict[s
150
  if current_view != "post":
151
  return 0.0, f"Not on post detail page, current view: {current_view}"
152
 
153
- # Check 2: viewedPostId is "31"
154
  viewed_post_id = final_state.get("viewedPostId")
155
- if viewed_post_id != "31":
156
- return 0.0, f"Expected viewedPostId to be '31', got '{viewed_post_id}'"
157
 
158
- # Check 3: commentTab is "hot" (default tab for post detail)
159
- comment_tab = final_state.get("commentTab")
 
 
 
 
 
 
 
 
 
 
 
 
 
160
  if comment_tab != "hot":
161
- return 0.0, f"Expected commentTab to be 'hot', got '{comment_tab}'"
162
 
163
- # Check 4: viewedUserId should be None (cleared when navigating to post)
164
  viewed_user_id = final_state.get("viewedUserId")
165
  if viewed_user_id is not None:
166
  return 0.0, f"Expected viewedUserId to be None after navigating to post, got '{viewed_user_id}'"
167
 
168
- # Check 5: displayedPosts should remain unchanged (persisted across pages)
169
- initial_posts = initial_state.get("displayedPosts", [])
170
- final_posts = final_state.get("displayedPosts", [])
171
 
172
- initial_count = len(initial_posts)
173
- final_count = len(final_posts)
174
 
175
  if initial_count != final_count:
176
- return 0.0, f"displayedPosts count changed: {initial_count} -> {final_count} (should remain unchanged)"
177
 
178
- return 1.0, "Successfully navigated to post 31 detail page from profile"
179
 
180
 
181
  def _validate_partialsearchquery(initial_state: Dict[str, Any], final_state: Dict[str, Any]) -> Tuple[float, str]:
@@ -389,10 +413,11 @@ def _validate_postfromsearch(initial_state: Dict[str, Any], final_state: Dict[st
389
 
390
  This function validates the final state matches the expected target state:
391
  - currentView should be "post"
392
- - viewedPostId should match the expected post ID (35)
393
- - commentTab should be "hot" (default tab)
394
  - searchQuery should be empty (cleared after navigation)
395
  - viewedUserId should be None (cleared when navigating to post detail)
 
396
 
397
  Args:
398
  initial_state: The initial state before navigation (on search results page)
@@ -408,27 +433,46 @@ def _validate_postfromsearch(initial_state: Dict[str, Any], final_state: Dict[st
408
  if current_view != "post":
409
  return 0.0, f"Not on post detail page, current view: {current_view}"
410
 
411
- # Check 2: viewedPostId is "35"
412
  viewed_post_id = final_state.get("viewedPostId")
413
- if viewed_post_id != "35":
414
- return 0.0, f"Expected viewedPostId to be '35', got '{viewed_post_id}'"
 
 
 
 
415
 
416
- # Check 3: commentTab is "hot" (default tab for post detail)
417
- comment_tab = final_state.get("commentTab")
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
418
  if comment_tab != "hot":
419
- return 0.0, f"Expected commentTab to be 'hot', got '{comment_tab}'"
420
 
421
- # Check 4: searchQuery should be empty (cleared after navigation)
422
  search_query = final_state.get("searchQuery")
423
  if search_query != "":
424
  return 0.0, f"Expected searchQuery to be empty after navigation, got '{search_query}'"
425
 
426
- # Check 5: viewedUserId should be None (cleared when navigating to post)
427
  viewed_user_id = final_state.get("viewedUserId")
428
  if viewed_user_id is not None:
429
  return 0.0, f"Expected viewedUserId to be None after navigating to post, got '{viewed_user_id}'"
430
 
431
- return 1.0, "Successfully navigated to post 35 detail page from search results"
432
 
433
 
434
  def _validate_acceptsearchsuggestion(initial_state: Dict[str, Any], final_state: Dict[str, Any]) -> Tuple[float, str]:
@@ -608,7 +652,7 @@ def _validate_loadmanyposts(initial_state: Dict[str, Any], final_state: Dict[str
608
  This function validates the final state matches the expected target state:
609
  - currentView should be "post"
610
  - viewedPostId should match the expected post ID (23)
611
- - commentTab should be "hot" (default tab)
612
  - The post should be from user "读书笔记"
613
  - The post should have exactly 3 attachments (media items)
614
 
@@ -631,10 +675,10 @@ def _validate_loadmanyposts(initial_state: Dict[str, Any], final_state: Dict[str
631
  if viewed_post_id != "23":
632
  return 0.0, f"Expected viewedPostId to be '23', got '{viewed_post_id}'"
633
 
634
- # Check 3: commentTab is "hot" (default tab for post detail)
635
- comment_tab = final_state.get("commentTab")
636
  if comment_tab != "hot":
637
- return 0.0, f"Expected commentTab to be 'hot', got '{comment_tab}'"
638
 
639
  # Check 4: Find the post in allPosts and validate user name and attachments
640
  all_posts = final_state.get("allPosts", [])
@@ -761,7 +805,7 @@ def _validate_videopostfromprofile(initial_state: Dict[str, Any], final_state: D
761
  This function validates the final state matches the expected target state:
762
  - currentView should be "post"
763
  - viewedPostId should match the expected post ID (23)
764
- - commentTab should be "hot" (default tab)
765
  - The post should be from user "读书笔记"
766
  - The post should have at least one video attachment (media item with type "video")
767
 
@@ -784,10 +828,10 @@ def _validate_videopostfromprofile(initial_state: Dict[str, Any], final_state: D
784
  if viewed_post_id != "23":
785
  return 0.0, f"Expected viewedPostId to be '23', got '{viewed_post_id}'"
786
 
787
- # Check 3: commentTab is "hot" (default tab for post detail)
788
- comment_tab = final_state.get("commentTab")
789
  if comment_tab != "hot":
790
- return 0.0, f"Expected commentTab to be 'hot', got '{comment_tab}'"
791
 
792
  # Check 4: Find the post in allPosts and validate user name and video attachment
793
  all_posts = final_state.get("allPosts", [])
@@ -898,6 +942,837 @@ def _validate_searchusers(initial_state: Dict[str, Any], final_state: Dict[str,
898
  return 1.0, f"Successfully navigated to users search results page with {len(users)} users"
899
 
900
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
901
  # Registry of all Weibo reward functions
902
  REWARD_FUNCTIONS_WEIBO = {
903
  "_validate_navigateprofile": _validate_navigateprofile,
@@ -920,5 +1795,25 @@ REWARD_FUNCTIONS_WEIBO = {
920
  "_validate_videopostfromprofile": _validate_videopostfromprofile,
921
  "_validate_profilefromreply": _validate_profilefromreply,
922
  "_validate_searchusers": _validate_searchusers,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
923
  }
924
-
 
3
  """
4
 
5
  import logging
6
+ from typing import Any, Dict, Tuple, Optional
7
 
8
  logger = logging.getLogger(__name__)
9
 
 
51
  This function validates the final state matches the expected target state:
52
  - currentView should be "post"
53
  - viewedPostId should match the expected post ID
54
+ - viewedPostCommentTab should be set appropriately
55
+ - The viewed post should have the expected content
56
 
57
  Args:
58
  initial_state: The initial state before navigation
 
68
  if current_view != "post":
69
  return 0.0, f"Not on post detail page, current view: {current_view}"
70
 
71
+ # Check 2: viewedPostId exists
72
  viewed_post_id = final_state.get("viewedPostId")
73
+ if viewed_post_id is None:
74
+ return 0.0, "viewedPostId is None"
75
 
76
+ # Check 3: Find the post in allPosts and validate content
77
+ all_posts = final_state.get("allPosts", [])
78
+ target_post = next((p for p in all_posts if p.get("id") == viewed_post_id), None)
79
+
80
+ if target_post is None:
81
+ return 0.0, f"Post with ID '{viewed_post_id}' not found in allPosts"
82
+
83
+ # Check 4: Post should have expected content
84
+ expected_content = "旅行途中看到的美景,分享给大家一起欣赏"
85
+ post_content = target_post.get("content", "")
86
+ if post_content != expected_content:
87
+ return 0.0, f"Expected post content to be '{expected_content}', got '{post_content}'"
88
+
89
+ # Check 5: viewedPostCommentTab is "hot" (default tab for post detail)
90
+ comment_tab = final_state.get("viewedPostCommentTab")
91
  if comment_tab != "hot":
92
+ return 0.0, f"Expected viewedPostCommentTab to be 'hot', got '{comment_tab}'"
93
 
94
+ return 1.0, "Successfully navigated to post detail page"
95
 
96
 
97
  def _validate_loadmoreposts(initial_state: Dict[str, Any], final_state: Dict[str, Any]) -> Tuple[float, str]:
 
100
 
101
  This function validates the final state matches the expected target state:
102
  - currentView should remain "feed"
103
+ - feedDisplayedPosts should have increased
104
  - isLoadingPosts should be False (loading completed)
105
 
106
  Args:
 
117
  if current_view != "feed":
118
  return 0.0, f"Not on feed page, current view: {current_view}"
119
 
120
+ # Check 2: feedDisplayedPosts has increased
121
+ initial_posts = initial_state.get("feedDisplayedPosts", [])
122
+ final_posts = final_state.get("feedDisplayedPosts", [])
123
 
124
  initial_count = len(initial_posts)
125
  final_count = len(final_posts)
 
127
  if final_count <= initial_count:
128
  return 0.0, f"Posts did not increase: {initial_count} -> {final_count} (expected increase)"
129
 
130
+ # Check 3: isLoadingPosts should be False (loading completed)
 
 
 
 
131
  is_loading = final_state.get("isLoadingPosts")
132
  if is_loading:
133
  return 0.0, f"Expected isLoadingPosts to be False after loading, got {is_loading}"
 
142
  This function validates the final state matches the expected target state:
143
  - currentView should be "post"
144
  - viewedPostId should match the expected post ID (31)
145
+ - viewedPostCommentTab should be "hot" (default tab)
146
  - viewedUserId should be None (cleared when navigating to post detail)
147
+ - loadedPosts should remain unchanged (persisted across pages)
148
+ - The viewed post should have the expected content
149
 
150
  Args:
151
  initial_state: The initial state before navigation
 
161
  if current_view != "post":
162
  return 0.0, f"Not on post detail page, current view: {current_view}"
163
 
164
+ # Check 2: viewedPostId exists
165
  viewed_post_id = final_state.get("viewedPostId")
166
+ if viewed_post_id is None:
167
+ return 0.0, "viewedPostId is None"
168
 
169
+ # Check 3: Find the post in allPosts and validate content
170
+ all_posts = final_state.get("allPosts", [])
171
+ target_post = next((p for p in all_posts if p.get("id") == viewed_post_id), None)
172
+
173
+ if target_post is None:
174
+ return 0.0, f"Post with ID '{viewed_post_id}' not found in allPosts"
175
+
176
+ # Check 4: Post should have expected content
177
+ expected_content = "今天和朋友们一起聚餐,聊得很开心。友谊是最珍贵的财富。"
178
+ post_content = target_post.get("content", "")
179
+ if post_content != expected_content:
180
+ return 0.0, f"Expected post content to be '{expected_content}', got '{post_content}'"
181
+
182
+ # Check 5: viewedPostCommentTab is "hot" (default tab for post detail)
183
+ comment_tab = final_state.get("viewedPostCommentTab")
184
  if comment_tab != "hot":
185
+ return 0.0, f"Expected viewedPostCommentTab to be 'hot', got '{comment_tab}'"
186
 
187
+ # Check 6: viewedUserId should be None (cleared when navigating to post)
188
  viewed_user_id = final_state.get("viewedUserId")
189
  if viewed_user_id is not None:
190
  return 0.0, f"Expected viewedUserId to be None after navigating to post, got '{viewed_user_id}'"
191
 
192
+ # Check 7: loadedPosts should remain unchanged (persisted across pages)
193
+ initial_loaded = initial_state.get("loadedPosts", [])
194
+ final_loaded = final_state.get("loadedPosts", [])
195
 
196
+ initial_count = len(initial_loaded)
197
+ final_count = len(final_loaded)
198
 
199
  if initial_count != final_count:
200
+ return 0.0, f"loadedPosts count changed: {initial_count} -> {final_count} (should remain unchanged)"
201
 
202
+ return 1.0, "Successfully navigated to post detail page from profile"
203
 
204
 
205
  def _validate_partialsearchquery(initial_state: Dict[str, Any], final_state: Dict[str, Any]) -> Tuple[float, str]:
 
413
 
414
  This function validates the final state matches the expected target state:
415
  - currentView should be "post"
416
+ - viewedPostId should match the expected post ID
417
+ - viewedPostCommentTab should be "hot" (default tab)
418
  - searchQuery should be empty (cleared after navigation)
419
  - viewedUserId should be None (cleared when navigating to post detail)
420
+ - The viewed post should be from the expected user and have the expected content
421
 
422
  Args:
423
  initial_state: The initial state before navigation (on search results page)
 
433
  if current_view != "post":
434
  return 0.0, f"Not on post detail page, current view: {current_view}"
435
 
436
+ # Check 2: viewedPostId exists
437
  viewed_post_id = final_state.get("viewedPostId")
438
+ if viewed_post_id is None:
439
+ return 0.0, "viewedPostId is None"
440
+
441
+ # Check 3: Find the post in allPosts and validate user and content
442
+ all_posts = final_state.get("allPosts", [])
443
+ target_post = next((p for p in all_posts if p.get("id") == viewed_post_id), None)
444
 
445
+ if target_post is None:
446
+ return 0.0, f"Post with ID '{viewed_post_id}' not found in allPosts"
447
+
448
+ # Check 4: Post should be from user "科技资讯"
449
+ post_user = target_post.get("user", {})
450
+ user_name = post_user.get("name", "")
451
+ if user_name != "科技资讯":
452
+ return 0.0, f"Expected post to be from user '科技资讯', got '{user_name}'"
453
+
454
+ # Check 5: Post should have expected content
455
+ expected_content = "最新的科技新闻分享,AI技术的应用越来越广泛,未来可期!"
456
+ post_content = target_post.get("content", "")
457
+ if post_content != expected_content:
458
+ return 0.0, f"Expected post content to be '{expected_content}', got '{post_content}'"
459
+
460
+ # Check 6: viewedPostCommentTab is "hot" (default tab for post detail)
461
+ comment_tab = final_state.get("viewedPostCommentTab")
462
  if comment_tab != "hot":
463
+ return 0.0, f"Expected viewedPostCommentTab to be 'hot', got '{comment_tab}'"
464
 
465
+ # Check 7: searchQuery should be empty (cleared after navigation)
466
  search_query = final_state.get("searchQuery")
467
  if search_query != "":
468
  return 0.0, f"Expected searchQuery to be empty after navigation, got '{search_query}'"
469
 
470
+ # Check 8: viewedUserId should be None (cleared when navigating to post)
471
  viewed_user_id = final_state.get("viewedUserId")
472
  if viewed_user_id is not None:
473
  return 0.0, f"Expected viewedUserId to be None after navigating to post, got '{viewed_user_id}'"
474
 
475
+ return 1.0, "Successfully navigated to post detail page from search results"
476
 
477
 
478
  def _validate_acceptsearchsuggestion(initial_state: Dict[str, Any], final_state: Dict[str, Any]) -> Tuple[float, str]:
 
652
  This function validates the final state matches the expected target state:
653
  - currentView should be "post"
654
  - viewedPostId should match the expected post ID (23)
655
+ - viewedPostCommentTab should be "hot" (default tab)
656
  - The post should be from user "读书笔记"
657
  - The post should have exactly 3 attachments (media items)
658
 
 
675
  if viewed_post_id != "23":
676
  return 0.0, f"Expected viewedPostId to be '23', got '{viewed_post_id}'"
677
 
678
+ # Check 3: viewedPostCommentTab is "hot" (default tab for post detail)
679
+ comment_tab = final_state.get("viewedPostCommentTab")
680
  if comment_tab != "hot":
681
+ return 0.0, f"Expected viewedPostCommentTab to be 'hot', got '{comment_tab}'"
682
 
683
  # Check 4: Find the post in allPosts and validate user name and attachments
684
  all_posts = final_state.get("allPosts", [])
 
805
  This function validates the final state matches the expected target state:
806
  - currentView should be "post"
807
  - viewedPostId should match the expected post ID (23)
808
+ - viewedPostCommentTab should be "hot" (default tab)
809
  - The post should be from user "读书笔记"
810
  - The post should have at least one video attachment (media item with type "video")
811
 
 
828
  if viewed_post_id != "23":
829
  return 0.0, f"Expected viewedPostId to be '23', got '{viewed_post_id}'"
830
 
831
+ # Check 3: viewedPostCommentTab is "hot" (default tab for post detail)
832
+ comment_tab = final_state.get("viewedPostCommentTab")
833
  if comment_tab != "hot":
834
+ return 0.0, f"Expected viewedPostCommentTab to be 'hot', got '{comment_tab}'"
835
 
836
  # Check 4: Find the post in allPosts and validate user name and video attachment
837
  all_posts = final_state.get("allPosts", [])
 
942
  return 1.0, f"Successfully navigated to users search results page with {len(users)} users"
943
 
944
 
945
+ def _find_user_by_name(users: list, name: str) -> Optional[Dict[str, Any]]:
946
+ """Find a user by name in the users list."""
947
+ for user in users:
948
+ if user.get("name") == name:
949
+ return user
950
+ return None
951
+
952
+
953
+ def _find_post_by_user_name(all_posts: list, user_name: str, index: int = 0) -> Optional[Dict[str, Any]]:
954
+ """Find a post by user name and index (0-based)."""
955
+ posts_by_user = [p for p in all_posts if p.get("user", {}).get("name") == user_name]
956
+ if index < len(posts_by_user):
957
+ return posts_by_user[index]
958
+ return None
959
+
960
+
961
+ def _validate_navigatetoemptylatestfeed(initial_state: Dict[str, Any], final_state: Dict[str, Any]) -> Tuple[float, str]:
962
+ """
963
+ Validate that the user successfully navigated to the latest feed page which should be empty.
964
+
965
+ Args:
966
+ initial_state: The initial state before navigation
967
+ final_state: The final state after navigation
968
+
969
+ Returns:
970
+ Tuple of (score, reason) where score is 1.0 for success, 0.0 for failure
971
+ """
972
+ logger.debug(f"Running reward function on state: {final_state}")
973
+
974
+ # Check 1: currentView is "latest"
975
+ current_view = final_state.get("currentView")
976
+ if current_view != "latest":
977
+ return 0.0, f"Not on latest feed page, current view: {current_view}"
978
+
979
+ # Check 2: latestDisplayedPosts is empty
980
+ latest_posts = final_state.get("latestDisplayedPosts", [])
981
+ if len(latest_posts) != 0:
982
+ return 0.0, f"Expected latestDisplayedPosts to be empty, got {len(latest_posts)} posts"
983
+
984
+ return 1.0, "Successfully navigated to empty latest feed page"
985
+
986
+
987
+ def _validate_likepostfrommainfeed(initial_state: Dict[str, Any], final_state: Dict[str, Any]) -> Tuple[float, str]:
988
+ """
989
+ Validate that the user successfully liked a post from the main feed.
990
+
991
+ Args:
992
+ initial_state: The initial state before liking
993
+ final_state: The final state after liking
994
+
995
+ Returns:
996
+ Tuple of (score, reason) where score is 1.0 for success, 0.0 for failure
997
+ """
998
+ logger.debug(f"Running reward function on state: {final_state}")
999
+
1000
+ # Find post 1 (first post by 用户小王)
1001
+ all_posts = final_state.get("allPosts", [])
1002
+ users = final_state.get("users", [])
1003
+ user_xiaowang = _find_user_by_name(users, "用户小王")
1004
+
1005
+ if user_xiaowang is None:
1006
+ return 0.0, "User '用户小王' not found in users list"
1007
+
1008
+ post_1 = _find_post_by_user_name(all_posts, "用户小王", 0)
1009
+ if post_1 is None:
1010
+ return 0.0, "Post 1 (first post by 用户小王) not found"
1011
+
1012
+ post_1_id = post_1.get("id")
1013
+
1014
+ # Check: Post 1's like count has increased
1015
+ initial_post = next((p for p in initial_state.get("allPosts", []) if p.get("id") == post_1_id), None)
1016
+ if initial_post is None:
1017
+ return 0.0, f"Post 1 (ID: {post_1_id}) not found in initial state"
1018
+
1019
+ initial_likes = initial_post.get("likeCount", 0)
1020
+ final_likes = post_1.get("likeCount", 0)
1021
+
1022
+ if final_likes <= initial_likes:
1023
+ return 0.0, f"Post 1's like count did not increase: {initial_likes} -> {final_likes}"
1024
+
1025
+ return 1.0, f"Successfully liked post 1 (ID: {post_1_id}), like count increased from {initial_likes} to {final_likes}"
1026
+
1027
+
1028
+ def _validate_openinlinecommentssection(initial_state: Dict[str, Any], final_state: Dict[str, Any]) -> Tuple[float, str]:
1029
+ """
1030
+ Validate that the user successfully opened the inline comments section for a post.
1031
+
1032
+ Args:
1033
+ initial_state: The initial state before opening comments
1034
+ final_state: The final state after opening comments
1035
+
1036
+ Returns:
1037
+ Tuple of (score, reason) where score is 1.0 for success, 0.0 for failure
1038
+ """
1039
+ logger.debug(f"Running reward function on state: {final_state}")
1040
+
1041
+ # Find the first post in feedDisplayedPosts
1042
+ feed_posts = final_state.get("feedDisplayedPosts", [])
1043
+ if len(feed_posts) == 0:
1044
+ return 0.0, "No posts in feedDisplayedPosts"
1045
+
1046
+ first_post = feed_posts[0]
1047
+ post_id = first_post.get("id")
1048
+
1049
+ # Check: isCommentsOpen should be true
1050
+ comments_open = first_post.get("isCommentsOpen", False)
1051
+ if not comments_open:
1052
+ return 0.0, f"Comments section is not open for post {post_id}"
1053
+
1054
+ return 1.0, f"Successfully opened comments section for post {post_id}"
1055
+
1056
+
1057
+ def _validate_navigateviatrendingtopic(initial_state: Dict[str, Any], final_state: Dict[str, Any]) -> Tuple[float, str]:
1058
+ """
1059
+ Validate that the user successfully navigated to search results via trending topic.
1060
+
1061
+ Args:
1062
+ initial_state: The initial state before navigation
1063
+ final_state: The final state after navigation
1064
+
1065
+ Returns:
1066
+ Tuple of (score, reason) where score is 1.0 for success, 0.0 for failure
1067
+ """
1068
+ logger.debug(f"Running reward function on state: {final_state}")
1069
+
1070
+ # Check 1: currentView is "search"
1071
+ current_view = final_state.get("currentView")
1072
+ if current_view != "search":
1073
+ return 0.0, f"Not on search results page, current view: {current_view}"
1074
+
1075
+ # Check 2: searchQuery is set (should match trending topic text)
1076
+ search_query = final_state.get("searchQuery")
1077
+ if not search_query or search_query == "":
1078
+ return 0.0, "searchQuery is not set"
1079
+
1080
+ # Check 3: search results are displayed (if any) - this is optional per success criteria
1081
+ # Navigation is successful as long as we're on search page with query set
1082
+
1083
+ return 1.0, f"Successfully navigated to search results with query '{search_query}'"
1084
+
1085
+
1086
+ def _validate_openpostcomposermoredropdown(initial_state: Dict[str, Any], final_state: Dict[str, Any]) -> Tuple[float, str]:
1087
+ """
1088
+ Validate that the user successfully typed in post composer and opened the more dropdown.
1089
+
1090
+ Args:
1091
+ initial_state: The initial state before typing
1092
+ final_state: The final state after opening dropdown
1093
+
1094
+ Returns:
1095
+ Tuple of (score, reason) where score is 1.0 for success, 0.0 for failure
1096
+ """
1097
+ logger.debug(f"Running reward function on state: {final_state}")
1098
+
1099
+ # Check 1: postComposerText contains typed text
1100
+ composer_text = final_state.get("postComposerText", "")
1101
+ if composer_text == "":
1102
+ return 0.0, "postComposerText is empty"
1103
+
1104
+ # Check 2: moreOptionsDropdownOpen is true
1105
+ more_dropdown_open = final_state.get("moreOptionsDropdownOpen", False)
1106
+ if not more_dropdown_open:
1107
+ return 0.0, "moreOptionsDropdownOpen is not true"
1108
+
1109
+ return 1.0, f"Successfully typed text and opened more dropdown"
1110
+
1111
+
1112
+ def _validate_unlikeallpostsonprofile(initial_state: Dict[str, Any], final_state: Dict[str, Any]) -> Tuple[float, str]:
1113
+ """
1114
+ Validate that the user successfully unliked all posts on a profile page.
1115
+
1116
+ Args:
1117
+ initial_state: The initial state before unliking (all posts liked)
1118
+ final_state: The final state after unliking
1119
+
1120
+ Returns:
1121
+ Tuple of (score, reason) where score is 1.0 for success, 0.0 for failure
1122
+ """
1123
+ logger.debug(f"Running reward function on state: {final_state}")
1124
+
1125
+ # Get viewed user ID
1126
+ viewed_user_id = final_state.get("viewedUserId")
1127
+ if viewed_user_id is None:
1128
+ return 0.0, "viewedUserId is None"
1129
+
1130
+ # Find all posts by this user
1131
+ all_posts = final_state.get("allPosts", [])
1132
+ user_posts = [p for p in all_posts if p.get("user", {}).get("id") == viewed_user_id]
1133
+
1134
+ if len(user_posts) == 0:
1135
+ return 0.0, f"No posts found for user {viewed_user_id}"
1136
+
1137
+ # Check: None of the user's posts should be in likedPostIds
1138
+ liked_post_ids = final_state.get("likedPostIds", set())
1139
+ if isinstance(liked_post_ids, list):
1140
+ liked_post_ids = set(liked_post_ids)
1141
+
1142
+ for post in user_posts:
1143
+ post_id = post.get("id")
1144
+ if post_id in liked_post_ids:
1145
+ return 0.0, f"Post {post_id} is still in likedPostIds"
1146
+
1147
+ # Check: All post like counts should have decreased
1148
+ initial_posts = {p.get("id"): p for p in initial_state.get("allPosts", [])}
1149
+ for post in user_posts:
1150
+ post_id = post.get("id")
1151
+ initial_post = initial_posts.get(post_id)
1152
+ if initial_post:
1153
+ initial_likes = initial_post.get("likeCount", 0)
1154
+ final_likes = post.get("likeCount", 0)
1155
+ if final_likes >= initial_likes:
1156
+ return 0.0, f"Post {post_id} like count did not decrease: {initial_likes} -> {final_likes}"
1157
+
1158
+ return 1.0, f"Successfully unliked all {len(user_posts)} posts on profile"
1159
+
1160
+
1161
+ def _validate_followuserandchecklatestfeed(initial_state: Dict[str, Any], final_state: Dict[str, Any]) -> Tuple[float, str]:
1162
+ """
1163
+ Validate that the user successfully followed a user and their posts appear in latest feed.
1164
+
1165
+ Args:
1166
+ initial_state: The initial state before following
1167
+ final_state: The final state after navigating to latest feed
1168
+
1169
+ Returns:
1170
+ Tuple of (score, reason) where score is 1.0 for success, 0.0 for failure
1171
+ """
1172
+ logger.debug(f"Running reward function on state: {final_state}")
1173
+
1174
+ # Find user 1 (用户小王)
1175
+ users = final_state.get("users", [])
1176
+ user_1 = _find_user_by_name(users, "用户小王")
1177
+
1178
+ if user_1 is None:
1179
+ return 0.0, "User '用户小王' not found in users list"
1180
+
1181
+ user_1_id = user_1.get("id")
1182
+
1183
+ # Check 1: User 1's ID is in followedUsers
1184
+ followed_users = final_state.get("followedUsers", {})
1185
+ if user_1_id not in followed_users:
1186
+ return 0.0, f"User 1's ID '{user_1_id}' is not in followedUsers"
1187
+
1188
+ # Check 2: currentView is "latest"
1189
+ current_view = final_state.get("currentView")
1190
+ if current_view != "latest":
1191
+ return 0.0, f"Not on latest feed page, current view: {current_view}"
1192
+
1193
+ # Check 3: latestDisplayedPosts contains posts from user 1
1194
+ latest_posts = final_state.get("latestDisplayedPosts", [])
1195
+ user_1_posts = [p for p in latest_posts if p.get("user", {}).get("id") == user_1_id]
1196
+
1197
+ if len(user_1_posts) == 0:
1198
+ return 0.0, f"No posts from user 1 found in latestDisplayedPosts"
1199
+
1200
+ return 1.0, f"Successfully followed user 1 and found {len(user_1_posts)} posts in latest feed"
1201
+
1202
+
1203
+ def _validate_changetrendingtabandnavigate(initial_state: Dict[str, Any], final_state: Dict[str, Any]) -> Tuple[float, str]:
1204
+ """
1205
+ Validate that the user successfully changed trending tab and navigated to search results.
1206
+
1207
+ Args:
1208
+ initial_state: The initial state before changing tab
1209
+ final_state: The final state after navigation
1210
+
1211
+ Returns:
1212
+ Tuple of (score, reason) where score is 1.0 for success, 0.0 for failure
1213
+ """
1214
+ logger.debug(f"Running reward function on state: {final_state}")
1215
+
1216
+ # Check 1: hotSearchTab is "trending"
1217
+ hot_search_tab = final_state.get("hotSearchTab")
1218
+ if hot_search_tab != "trending":
1219
+ return 0.0, f"Expected hotSearchTab to be 'trending', got '{hot_search_tab}'"
1220
+
1221
+ # Check 2: currentView is "search"
1222
+ current_view = final_state.get("currentView")
1223
+ if current_view != "search":
1224
+ return 0.0, f"Not on search results page, current view: {current_view}"
1225
+
1226
+ # Check 3: searchQuery is set to trending topic text
1227
+ search_query = final_state.get("searchQuery")
1228
+ if not search_query or search_query == "":
1229
+ return 0.0, "searchQuery is not set"
1230
+
1231
+ # Check 4: Search results page displays a hashtag banner (check if hashtagTopics exists)
1232
+ # If searchQuery is a hashtag (wrapped in #), extract the text between # symbols
1233
+ # hashtagTopics keys are the plain text without # symbols
1234
+ hashtag_topics = final_state.get("hashtagTopics", {})
1235
+ query = search_query.strip()
1236
+ hashtag_text = query
1237
+
1238
+ # Extract hashtag text if wrapped in # symbols (e.g., "#习近平欢迎西班牙国王访华#" -> "习近平欢迎西班牙国王访华")
1239
+ if query.startswith("#") and query.endswith("#"):
1240
+ hashtag_text = query[1:-1] # Remove # from both ends
1241
+
1242
+ if hashtag_text not in hashtag_topics:
1243
+ return 0.0, f"Hashtag '{hashtag_text}' not found in hashtagTopics (banner may not be displayed)"
1244
+
1245
+ return 1.0, f"Successfully changed tab and navigated to search results with query '{search_query}'"
1246
+
1247
+
1248
+ def _validate_createcustomgroupandnavigate(initial_state: Dict[str, Any], final_state: Dict[str, Any]) -> Tuple[float, str]:
1249
+ """
1250
+ Validate that the user successfully created a custom group and navigated to its feed.
1251
+
1252
+ Args:
1253
+ initial_state: The initial state before creating group
1254
+ final_state: The final state after navigation
1255
+
1256
+ Returns:
1257
+ Tuple of (score, reason) where score is 1.0 for success, 0.0 for failure
1258
+ """
1259
+ logger.debug(f"Running reward function on state: {final_state}")
1260
+
1261
+ # Check 1: A custom group with label "test" exists in customGroups
1262
+ custom_groups = final_state.get("customGroups", [])
1263
+ test_group = next((g for g in custom_groups if g.get("label") == "test"), None)
1264
+
1265
+ if test_group is None:
1266
+ return 0.0, "Custom group with label 'test' not found in customGroups"
1267
+
1268
+ test_group_id = test_group.get("id")
1269
+
1270
+ # Check 2: currentView is "custom-group-{groupId}"
1271
+ current_view = final_state.get("currentView")
1272
+ expected_view = f"custom-group-{test_group_id}"
1273
+ if current_view != expected_view:
1274
+ return 0.0, f"Expected currentView to be '{expected_view}', got '{current_view}'"
1275
+
1276
+ # Check 3: Custom group feed is displayed
1277
+ custom_group_displayed_posts = final_state.get("customGroupDisplayedPosts", {})
1278
+ group_posts = custom_group_displayed_posts.get(test_group_id, [])
1279
+
1280
+ # Feed should exist (even if empty)
1281
+ if test_group_id not in custom_group_displayed_posts:
1282
+ return 0.0, f"Custom group feed not found for group {test_group_id}"
1283
+
1284
+ return 1.0, f"Successfully created custom group 'test' and navigated to its feed"
1285
+
1286
+
1287
+ def _validate_deletecustomgroup(initial_state: Dict[str, Any], final_state: Dict[str, Any]) -> Tuple[float, str]:
1288
+ """
1289
+ Validate that the user successfully deleted the first custom group.
1290
+
1291
+ Args:
1292
+ initial_state: The initial state before deletion
1293
+ final_state: The final state after deletion
1294
+
1295
+ Returns:
1296
+ Tuple of (score, reason) where score is 1.0 for success, 0.0 for failure
1297
+ """
1298
+ logger.debug(f"Running reward function on state: {final_state}")
1299
+
1300
+ # Get first custom group from initial state
1301
+ initial_groups = initial_state.get("customGroups", [])
1302
+ if len(initial_groups) == 0:
1303
+ return 0.0, "No custom groups in initial state"
1304
+
1305
+ first_group_id = initial_groups[0].get("id")
1306
+
1307
+ # Check: First custom group no longer exists in customGroups
1308
+ final_groups = final_state.get("customGroups", [])
1309
+ deleted_group = next((g for g in final_groups if g.get("id") == first_group_id), None)
1310
+
1311
+ if deleted_group is not None:
1312
+ return 0.0, f"First custom group (ID: {first_group_id}) still exists in customGroups"
1313
+
1314
+ return 1.0, f"Successfully deleted first custom group (ID: {first_group_id})"
1315
+
1316
+
1317
+ def _validate_editcustomgroupname(initial_state: Dict[str, Any], final_state: Dict[str, Any]) -> Tuple[float, str]:
1318
+ """
1319
+ Validate that the user successfully edited the first custom group's name.
1320
+
1321
+ Args:
1322
+ initial_state: The initial state before editing
1323
+ final_state: The final state after editing
1324
+
1325
+ Returns:
1326
+ Tuple of (score, reason) where score is 1.0 for success, 0.0 for failure
1327
+ """
1328
+ logger.debug(f"Running reward function on state: {final_state}")
1329
+
1330
+ # Get first custom group from initial state
1331
+ initial_groups = initial_state.get("customGroups", [])
1332
+ if len(initial_groups) == 0:
1333
+ return 0.0, "No custom groups in initial state"
1334
+
1335
+ first_group_id = initial_groups[0].get("id")
1336
+ initial_label = initial_groups[0].get("label")
1337
+
1338
+ # Check: First custom group's label has been updated
1339
+ final_groups = final_state.get("customGroups", [])
1340
+ updated_group = next((g for g in final_groups if g.get("id") == first_group_id), None)
1341
+
1342
+ if updated_group is None:
1343
+ return 0.0, f"First custom group (ID: {first_group_id}) not found in final state"
1344
+
1345
+ final_label = updated_group.get("label")
1346
+ if final_label == initial_label:
1347
+ return 0.0, f"Group label was not updated: still '{initial_label}'"
1348
+
1349
+ return 1.0, f"Successfully updated group label from '{initial_label}' to '{final_label}'"
1350
+
1351
+
1352
+ def _validate_followandunfollowfromprofile(initial_state: Dict[str, Any], final_state: Dict[str, Any]) -> Tuple[float, str]:
1353
+ """
1354
+ Validate that the user successfully followed then unfollowed a user from their profile.
1355
+
1356
+ Args:
1357
+ initial_state: The initial state before following
1358
+ final_state: The final state after unfollowing
1359
+
1360
+ Returns:
1361
+ Tuple of (score, reason) where score is 1.0 for success, 0.0 for failure
1362
+ """
1363
+ logger.debug(f"Running reward function on state: {final_state}")
1364
+
1365
+ # Find user 2 (need to identify which user this is - checking task details suggests it's a specific user)
1366
+ # Since we don't have the exact user name, we'll check that a user was followed then unfollowed
1367
+ # by checking that current view is profile and user is not in followedUsers
1368
+
1369
+ # Check 1: currentView is "profile"
1370
+ current_view = final_state.get("currentView")
1371
+ if current_view != "profile":
1372
+ return 0.0, f"Not on profile page, current view: {current_view}"
1373
+
1374
+ # Check 2: viewedUserId matches user 2
1375
+ viewed_user_id = final_state.get("viewedUserId")
1376
+ if viewed_user_id is None:
1377
+ return 0.0, "viewedUserId is None"
1378
+
1379
+ # Check 3: User 2's ID is not in followedUsers (was unfollowed)
1380
+ followed_users = final_state.get("followedUsers", {})
1381
+ if viewed_user_id in followed_users:
1382
+ return 0.0, f"User 2's ID '{viewed_user_id}' is still in followedUsers (not unfollowed)"
1383
+
1384
+ # Verify that user was initially followed (check initial state had them not followed)
1385
+ initial_followed = initial_state.get("followedUsers", {})
1386
+ if viewed_user_id in initial_followed:
1387
+ return 0.0, f"User 2 was already followed in initial state"
1388
+
1389
+ return 1.0, f"Successfully followed then unfollowed user {viewed_user_id}"
1390
+
1391
+
1392
+ def _validate_unassignspecialattentionandgroups(initial_state: Dict[str, Any], final_state: Dict[str, Any]) -> Tuple[float, str]:
1393
+ """
1394
+ Validate that the user successfully unassigned special attention and groups from a user.
1395
+
1396
+ Args:
1397
+ initial_state: The initial state before unassigning
1398
+ final_state: The final state after unassigning
1399
+
1400
+ Returns:
1401
+ Tuple of (score, reason) where score is 1.0 for success, 0.0 for failure
1402
+ """
1403
+ logger.debug(f"Running reward function on state: {final_state}")
1404
+
1405
+ # Get viewed user ID
1406
+ viewed_user_id = final_state.get("viewedUserId")
1407
+ if viewed_user_id is None:
1408
+ return 0.0, "viewedUserId is None"
1409
+
1410
+ # Check 1: User's ID is in followedUsers
1411
+ followed_users = final_state.get("followedUsers", {})
1412
+ if viewed_user_id not in followed_users:
1413
+ return 0.0, f"User's ID '{viewed_user_id}' is not in followedUsers"
1414
+
1415
+ user_follow_data = followed_users.get(viewed_user_id, {})
1416
+
1417
+ # Check 2: isSpecialAttention is false (or not set)
1418
+ is_special = user_follow_data.get("isSpecialAttention", False)
1419
+ if is_special:
1420
+ return 0.0, f"isSpecialAttention is still true for user {viewed_user_id}"
1421
+
1422
+ # Check 3: User is not assigned to any groups (groups array is empty/not set)
1423
+ groups = user_follow_data.get("groups", [])
1424
+ if groups and len(groups) > 0:
1425
+ return 0.0, f"User is still assigned to groups: {groups}"
1426
+
1427
+ return 1.0, f"Successfully unassigned special attention and groups from user {viewed_user_id}"
1428
+
1429
+
1430
+ def _validate_createcommentwithinlinesection(initial_state: Dict[str, Any], final_state: Dict[str, Any]) -> Tuple[float, str]:
1431
+ """
1432
+ Validate that the user successfully created a comment using the inline comments section.
1433
+
1434
+ Args:
1435
+ initial_state: The initial state before creating comment
1436
+ final_state: The final state after creating comment
1437
+
1438
+ Returns:
1439
+ Tuple of (score, reason) where score is 1.0 for success, 0.0 for failure
1440
+ """
1441
+ logger.debug(f"Running reward function on state: {final_state}")
1442
+
1443
+ # Find post 2 (posted by 科技资讯)
1444
+ all_posts = final_state.get("allPosts", [])
1445
+ post_2 = _find_post_by_user_name(all_posts, "科技资讯", 0) # First post by 科技资讯
1446
+
1447
+ if post_2 is None:
1448
+ return 0.0, "Post 2 (posted by 科技资讯) not found"
1449
+
1450
+ post_2_id = post_2.get("id")
1451
+
1452
+ # Check 1: Post 2's comments section is open
1453
+ feed_posts = final_state.get("feedDisplayedPosts", [])
1454
+ displayed_post = next((p for p in feed_posts if p.get("id") == post_2_id), None)
1455
+
1456
+ if displayed_post is None:
1457
+ return 0.0, f"Post 2 not found in feedDisplayedPosts"
1458
+
1459
+ comments_open = displayed_post.get("isCommentsOpen", False)
1460
+ if not comments_open:
1461
+ return 0.0, f"Post 2's comments section is not open"
1462
+
1463
+ # Check 2: A new comment has been added to post 2's comments array
1464
+ initial_post = next((p for p in initial_state.get("allPosts", []) if p.get("id") == post_2_id), None)
1465
+ initial_comments = initial_post.get("comments", []) if initial_post else []
1466
+ final_comments = post_2.get("comments", [])
1467
+
1468
+ if len(final_comments) <= len(initial_comments):
1469
+ return 0.0, f"No new comment added: {len(initial_comments)} -> {len(final_comments)}"
1470
+
1471
+ return 1.0, f"Successfully created comment on post 2 (comments: {len(initial_comments)} -> {len(final_comments)})"
1472
+
1473
+
1474
+ def _validate_followandsetspecialattentionflow(initial_state: Dict[str, Any], final_state: Dict[str, Any]) -> Tuple[float, str]:
1475
+ """
1476
+ Validate that the user successfully followed users and set special attention, then verified posts in feed.
1477
+
1478
+ Args:
1479
+ initial_state: The initial state before following
1480
+ final_state: The final state after navigating to special follow feed
1481
+
1482
+ Returns:
1483
+ Tuple of (score, reason) where score is 1.0 for success, 0.0 for failure
1484
+ """
1485
+ logger.debug(f"Running reward function on state: {final_state}")
1486
+
1487
+ # Find users
1488
+ users = final_state.get("users", [])
1489
+ user_1 = _find_user_by_name(users, "用户小王")
1490
+ user_2 = _find_user_by_name(users, "科技资讯")
1491
+
1492
+ if user_1 is None:
1493
+ return 0.0, "User '用户小王' not found"
1494
+ if user_2 is None:
1495
+ return 0.0, "User '科技资讯' not found"
1496
+
1497
+ user_1_id = user_1.get("id")
1498
+ user_2_id = user_2.get("id")
1499
+
1500
+ # Check 1: User 1's ID is in followedUsers
1501
+ followed_users = final_state.get("followedUsers", {})
1502
+ if user_1_id not in followed_users:
1503
+ return 0.0, f"User 1's ID '{user_1_id}' is not in followedUsers"
1504
+
1505
+ # Check 2: User 2's ID is in followedUsers with isSpecialAttention: true
1506
+ if user_2_id not in followed_users:
1507
+ return 0.0, f"User 2's ID '{user_2_id}' is not in followedUsers"
1508
+
1509
+ user_2_data = followed_users.get(user_2_id, {})
1510
+ is_special = user_2_data.get("isSpecialAttention", False)
1511
+ if not is_special:
1512
+ return 0.0, f"User 2's isSpecialAttention is not true"
1513
+
1514
+ # Check 3: currentView is "special-follow"
1515
+ current_view = final_state.get("currentView")
1516
+ if current_view != "special-follow":
1517
+ return 0.0, f"Not on special follow feed, current view: {current_view}"
1518
+
1519
+ # Check 4: specialFollowDisplayedPosts contains posts from user 2
1520
+ special_posts = final_state.get("specialFollowDisplayedPosts", [])
1521
+ user_2_posts = [p for p in special_posts if p.get("user", {}).get("id") == user_2_id]
1522
+
1523
+ if len(user_2_posts) == 0:
1524
+ return 0.0, f"No posts from user 2 found in specialFollowDisplayedPosts"
1525
+
1526
+ return 1.0, f"Successfully followed users and found {len(user_2_posts)} posts from user 2 in special follow feed"
1527
+
1528
+
1529
+ def _validate_createpostwithexpressions(initial_state: Dict[str, Any], final_state: Dict[str, Any]) -> Tuple[float, str]:
1530
+ """
1531
+ Validate that the user successfully created a post with expressions.
1532
+
1533
+ Args:
1534
+ initial_state: The initial state before creating post
1535
+ final_state: The final state after creating post
1536
+
1537
+ Returns:
1538
+ Tuple of (score, reason) where score is 1.0 for success, 0.0 for failure
1539
+ """
1540
+ logger.debug(f"Running reward function on state: {final_state}")
1541
+
1542
+ # Check: A new post has been created
1543
+ initial_posts = initial_state.get("allPosts", [])
1544
+ final_posts = final_state.get("allPosts", [])
1545
+
1546
+ if len(final_posts) <= len(initial_posts):
1547
+ return 0.0, f"No new post created: {len(initial_posts)} -> {len(final_posts)}"
1548
+
1549
+ # Find the new post (should be first in feedDisplayedPosts and not in initial allPosts)
1550
+ feed_posts = final_state.get("feedDisplayedPosts", [])
1551
+ if len(feed_posts) == 0:
1552
+ return 0.0, "No posts in feedDisplayedPosts"
1553
+
1554
+ new_post_id = feed_posts[0].get("id")
1555
+ initial_post_ids = {p.get("id") for p in initial_posts}
1556
+
1557
+ if new_post_id in initial_post_ids:
1558
+ return 0.0, f"Post {new_post_id} already existed in initial state"
1559
+
1560
+ new_post = next((p for p in final_posts if p.get("id") == new_post_id), None)
1561
+ if new_post is None:
1562
+ return 0.0, f"New post {new_post_id} not found in allPosts"
1563
+
1564
+ # Check: Post content includes typed text and expressions
1565
+ post_content = new_post.get("content", "")
1566
+ if post_content == "":
1567
+ return 0.0, "New post content is empty"
1568
+
1569
+ # Check if content contains expressions (typically emoji-like characters)
1570
+ # Expressions might be embedded in content or stored separately
1571
+ # For now, just verify content exists and post is visible
1572
+
1573
+ # Check: Post is visible in main feed
1574
+ if new_post_id != feed_posts[0].get("id"):
1575
+ return 0.0, "New post is not first in feedDisplayedPosts"
1576
+
1577
+ return 1.0, f"Successfully created post with expressions (ID: {new_post_id})"
1578
+
1579
+
1580
+ def _validate_createcommentwithexpressionsondetail(initial_state: Dict[str, Any], final_state: Dict[str, Any]) -> Tuple[float, str]:
1581
+ """
1582
+ Validate that the user successfully created a comment with expressions on post detail page.
1583
+
1584
+ Args:
1585
+ initial_state: The initial state before creating comment
1586
+ final_state: The final state after creating comment
1587
+
1588
+ Returns:
1589
+ Tuple of (score, reason) where score is 1.0 for success, 0.0 for failure
1590
+ """
1591
+ logger.debug(f"Running reward function on state: {final_state}")
1592
+
1593
+ # Check 1: currentView is "post"
1594
+ current_view = final_state.get("currentView")
1595
+ if current_view != "post":
1596
+ return 0.0, f"Not on post detail page, current view: {current_view}"
1597
+
1598
+ # Check 2: viewedPostId is post 2's ID
1599
+ viewed_post_id = final_state.get("viewedPostId")
1600
+ if viewed_post_id is None:
1601
+ return 0.0, "viewedPostId is None"
1602
+
1603
+ # Find post 2 (posted by 科技资讯)
1604
+ all_posts = final_state.get("allPosts", [])
1605
+ post_2 = _find_post_by_user_name(all_posts, "科技资讯", 0)
1606
+
1607
+ if post_2 is None:
1608
+ return 0.0, "Post 2 (posted by 科技资讯) not found"
1609
+
1610
+ if post_2.get("id") != viewed_post_id:
1611
+ return 0.0, f"viewedPostId '{viewed_post_id}' does not match post 2"
1612
+
1613
+ # Check 3: A new comment has been added with expressions
1614
+ initial_post = next((p for p in initial_state.get("allPosts", []) if p.get("id") == viewed_post_id), None)
1615
+ initial_comments = initial_post.get("comments", []) if initial_post else []
1616
+ final_comments = post_2.get("comments", [])
1617
+
1618
+ if len(final_comments) <= len(initial_comments):
1619
+ return 0.0, f"No new comment added: {len(initial_comments)} -> {len(final_comments)}"
1620
+
1621
+ return 1.0, f"Successfully created comment with expressions on post 2 (comments: {len(initial_comments)} -> {len(final_comments)})"
1622
+
1623
+
1624
+ def _validate_followassigntogroupandnavigate(initial_state: Dict[str, Any], final_state: Dict[str, Any]) -> Tuple[float, str]:
1625
+ """
1626
+ Validate that the user successfully followed a user, assigned them to a group, and navigated to group feed.
1627
+
1628
+ Args:
1629
+ initial_state: The initial state before following
1630
+ final_state: The final state after navigating to group feed
1631
+
1632
+ Returns:
1633
+ Tuple of (score, reason) where score is 1.0 for success, 0.0 for failure
1634
+ """
1635
+ logger.debug(f"Running reward function on state: {final_state}")
1636
+
1637
+ # Find user 1 (用户小王)
1638
+ users = final_state.get("users", [])
1639
+ user_1 = _find_user_by_name(users, "用户小王")
1640
+
1641
+ if user_1 is None:
1642
+ return 0.0, "User '用户小王' not found"
1643
+
1644
+ user_1_id = user_1.get("id")
1645
+
1646
+ # Check 1: User 1's ID is in followedUsers with groups array containing a custom group ID
1647
+ followed_users = final_state.get("followedUsers", {})
1648
+ if user_1_id not in followed_users:
1649
+ return 0.0, f"User 1's ID '{user_1_id}' is not in followedUsers"
1650
+
1651
+ user_1_data = followed_users.get(user_1_id, {})
1652
+ groups = user_1_data.get("groups", [])
1653
+
1654
+ if len(groups) == 0:
1655
+ return 0.0, f"User 1 is not assigned to any groups"
1656
+
1657
+ group_id = groups[0] # Get first group
1658
+
1659
+ # Check 2: currentView is "custom-group-{groupId}"
1660
+ current_view = final_state.get("currentView")
1661
+ expected_view = f"custom-group-{group_id}"
1662
+ if current_view != expected_view:
1663
+ return 0.0, f"Expected currentView to be '{expected_view}', got '{current_view}'"
1664
+
1665
+ # Check 3: customGroupDisplayedPosts for that group contains posts from user 1
1666
+ custom_group_posts = final_state.get("customGroupDisplayedPosts", {})
1667
+ group_posts = custom_group_posts.get(group_id, [])
1668
+ user_1_posts = [p for p in group_posts if p.get("user", {}).get("id") == user_1_id]
1669
+
1670
+ if len(user_1_posts) == 0:
1671
+ return 0.0, f"No posts from user 1 found in custom group feed"
1672
+
1673
+ return 1.0, f"Successfully followed user 1, assigned to group, and found {len(user_1_posts)} posts in group feed"
1674
+
1675
+
1676
+ def _validate_searchfollowlastuser(initial_state: Dict[str, Any], final_state: Dict[str, Any]) -> Tuple[float, str]:
1677
+ """
1678
+ Validate that the user successfully searched and followed the last user from search results.
1679
+
1680
+ Args:
1681
+ initial_state: The initial state before searching
1682
+ final_state: The final state after following
1683
+
1684
+ Returns:
1685
+ Tuple of (score, reason) where score is 1.0 for success, 0.0 for failure
1686
+ """
1687
+ logger.debug(f"Running reward function on state: {final_state}")
1688
+
1689
+ # Check 1: currentView is "search"
1690
+ current_view = final_state.get("currentView")
1691
+ if current_view != "search":
1692
+ return 0.0, f"Not on search results page, current view: {current_view}"
1693
+
1694
+ # Check 2: searchQuery is "用"
1695
+ search_query = final_state.get("searchQuery")
1696
+ if search_query != "用":
1697
+ return 0.0, f"Expected searchQuery to be '用', got '{search_query}'"
1698
+
1699
+ # Check 3: searchCategory is "users"
1700
+ search_category = final_state.get("searchCategory")
1701
+ if search_category != "users":
1702
+ return 0.0, f"Expected searchCategory to be 'users', got '{search_category}'"
1703
+
1704
+ # Check 4: searchPageResults.users contains multiple users
1705
+ search_page_results = final_state.get("searchPageResults", {})
1706
+ users = search_page_results.get("users", [])
1707
+
1708
+ if len(users) < 2:
1709
+ return 0.0, f"Expected multiple users in search results, got {len(users)}"
1710
+
1711
+ # Check 5: Last user's ID is in followedUsers
1712
+ last_user = users[-1]
1713
+ last_user_id = last_user.get("id")
1714
+
1715
+ followed_users = final_state.get("followedUsers", {})
1716
+ if last_user_id not in followed_users:
1717
+ return 0.0, f"Last user's ID '{last_user_id}' is not in followedUsers"
1718
+
1719
+ return 1.0, f"Successfully searched and followed last user (ID: {last_user_id})"
1720
+
1721
+
1722
+ def _validate_followcreategroupandassignflow(initial_state: Dict[str, Any], final_state: Dict[str, Any]) -> Tuple[float, str]:
1723
+ """
1724
+ Validate that the user successfully followed a user, created a group, and assigned the user to it.
1725
+
1726
+ Args:
1727
+ initial_state: The initial state before following
1728
+ final_state: The final state after assigning
1729
+
1730
+ Returns:
1731
+ Tuple of (score, reason) where score is 1.0 for success, 0.0 for failure
1732
+ """
1733
+ logger.debug(f"Running reward function on state: {final_state}")
1734
+
1735
+ # Get viewed user ID
1736
+ viewed_user_id = final_state.get("viewedUserId")
1737
+ if viewed_user_id is None:
1738
+ return 0.0, "viewedUserId is None"
1739
+
1740
+ # Check 1: User's ID is in followedUsers
1741
+ followed_users = final_state.get("followedUsers", {})
1742
+ if viewed_user_id not in followed_users:
1743
+ return 0.0, f"User's ID '{viewed_user_id}' is not in followedUsers"
1744
+
1745
+ # Check 2: A new custom group exists in customGroups
1746
+ initial_groups = initial_state.get("customGroups", [])
1747
+ final_groups = final_state.get("customGroups", [])
1748
+
1749
+ if len(final_groups) <= len(initial_groups):
1750
+ return 0.0, f"No new custom group created: {len(initial_groups)} -> {len(final_groups)}"
1751
+
1752
+ # Find the new group (should be one that wasn't in initial state)
1753
+ initial_group_ids = {g.get("id") for g in initial_groups}
1754
+ new_group = next((g for g in final_groups if g.get("id") not in initial_group_ids), None)
1755
+
1756
+ if new_group is None:
1757
+ return 0.0, "No new custom group found"
1758
+
1759
+ new_group_id = new_group.get("id")
1760
+
1761
+ # Check 3: User's ID is in followedUsers with groups array containing the new group ID
1762
+ user_data = followed_users.get(viewed_user_id, {})
1763
+ groups = user_data.get("groups", [])
1764
+
1765
+ if new_group_id not in groups:
1766
+ return 0.0, f"User is not assigned to new group '{new_group_id}'"
1767
+
1768
+ # Check 4: manageGroupsModalOpen is false (modal closed)
1769
+ modal_open = final_state.get("manageGroupsModalOpen", False)
1770
+ if modal_open:
1771
+ return 0.0, "manageGroupsModalOpen is still true (modal not closed)"
1772
+
1773
+ return 1.0, f"Successfully followed user, created group '{new_group.get('label')}', and assigned user to it"
1774
+
1775
+
1776
  # Registry of all Weibo reward functions
1777
  REWARD_FUNCTIONS_WEIBO = {
1778
  "_validate_navigateprofile": _validate_navigateprofile,
 
1795
  "_validate_videopostfromprofile": _validate_videopostfromprofile,
1796
  "_validate_profilefromreply": _validate_profilefromreply,
1797
  "_validate_searchusers": _validate_searchusers,
1798
+ # New breadth 1 tasks
1799
+ "_validate_navigatetoemptylatestfeed": _validate_navigatetoemptylatestfeed,
1800
+ "_validate_likepostfrommainfeed": _validate_likepostfrommainfeed,
1801
+ "_validate_openinlinecommentssection": _validate_openinlinecommentssection,
1802
+ "_validate_navigateviatrendingtopic": _validate_navigateviatrendingtopic,
1803
+ "_validate_openpostcomposermoredropdown": _validate_openpostcomposermoredropdown,
1804
+ "_validate_unlikeallpostsonprofile": _validate_unlikeallpostsonprofile,
1805
+ "_validate_followuserandchecklatestfeed": _validate_followuserandchecklatestfeed,
1806
+ "_validate_changetrendingtabandnavigate": _validate_changetrendingtabandnavigate,
1807
+ "_validate_createcustomgroupandnavigate": _validate_createcustomgroupandnavigate,
1808
+ "_validate_deletecustomgroup": _validate_deletecustomgroup,
1809
+ "_validate_editcustomgroupname": _validate_editcustomgroupname,
1810
+ "_validate_followandunfollowfromprofile": _validate_followandunfollowfromprofile,
1811
+ "_validate_unassignspecialattentionandgroups": _validate_unassignspecialattentionandgroups,
1812
+ "_validate_createcommentwithinlinesection": _validate_createcommentwithinlinesection,
1813
+ "_validate_followandsetspecialattentionflow": _validate_followandsetspecialattentionflow,
1814
+ "_validate_createpostwithexpressions": _validate_createpostwithexpressions,
1815
+ "_validate_createcommentwithexpressionsondetail": _validate_createcommentwithexpressionsondetail,
1816
+ "_validate_followassigntogroupandnavigate": _validate_followassigntogroupandnavigate,
1817
+ "_validate_searchfollowlastuser": _validate_searchfollowlastuser,
1818
+ "_validate_followcreategroupandassignflow": _validate_followcreategroupandassignflow,
1819
  }
 
tasks/weibo/accept-search-suggestion.json CHANGED
The diff for this file is too large to render. See raw diff
 
tasks/weibo/change-search-categories.json CHANGED
The diff for this file is too large to render. See raw diff
 
tasks/weibo/change-trending-tab-and-navigate.json ADDED
The diff for this file is too large to render. See raw diff
 
tasks/weibo/create-comment-with-expressions-on-detail.json ADDED
The diff for this file is too large to render. See raw diff
 
tasks/weibo/create-comment-with-inline-section.json ADDED
The diff for this file is too large to render. See raw diff
 
tasks/weibo/create-custom-group-and-navigate.json ADDED
The diff for this file is too large to render. See raw diff
 
tasks/weibo/create-post-with-expressions.json ADDED
The diff for this file is too large to render. See raw diff
 
tasks/weibo/delete-custom-group.json ADDED
The diff for this file is too large to render. See raw diff
 
tasks/weibo/edit-custom-group-name.json ADDED
The diff for this file is too large to render. See raw diff
 
tasks/weibo/follow-and-set-special-attention-flow.json ADDED
The diff for this file is too large to render. See raw diff
 
tasks/weibo/follow-and-unfollow-from-profile.json ADDED
The diff for this file is too large to render. See raw diff
 
tasks/weibo/follow-assign-to-group-and-navigate.json ADDED
The diff for this file is too large to render. See raw diff
 
tasks/weibo/follow-create-group-and-assign-flow.json ADDED
The diff for this file is too large to render. See raw diff
 
tasks/weibo/follow-user-and-check-latest-feed.json ADDED
The diff for this file is too large to render. See raw diff
 
tasks/weibo/home-from-search.json CHANGED
The diff for this file is too large to render. See raw diff
 
tasks/weibo/like-post-from-main-feed.json ADDED
The diff for this file is too large to render. See raw diff
 
tasks/weibo/load-many-posts.json CHANGED
The diff for this file is too large to render. See raw diff
 
tasks/weibo/load-more-posts.json CHANGED
The diff for this file is too large to render. See raw diff
 
tasks/weibo/navigate-post.json CHANGED
The diff for this file is too large to render. See raw diff
 
tasks/weibo/navigate-profile.json CHANGED
The diff for this file is too large to render. See raw diff
 
tasks/weibo/navigate-to-empty-latest-feed.json ADDED
The diff for this file is too large to render. See raw diff
 
tasks/weibo/navigate-via-trending-topic.json ADDED
The diff for this file is too large to render. See raw diff
 
tasks/weibo/no-search-suggestions.json CHANGED
The diff for this file is too large to render. See raw diff
 
tasks/weibo/open-inline-comments-section.json ADDED
The diff for this file is too large to render. See raw diff
 
tasks/weibo/open-post-composer-more-dropdown.json ADDED
The diff for this file is too large to render. See raw diff
 
tasks/weibo/partial-search-query.json CHANGED
The diff for this file is too large to render. See raw diff
 
tasks/weibo/post-from-profile.json CHANGED
The diff for this file is too large to render. See raw diff
 
tasks/weibo/post-from-search.json CHANGED
The diff for this file is too large to render. See raw diff
 
tasks/weibo/profile-from-comments.json CHANGED
The diff for this file is too large to render. See raw diff
 
tasks/weibo/profile-from-post.json CHANGED
The diff for this file is too large to render. See raw diff
 
tasks/weibo/profile-from-reply.json CHANGED
The diff for this file is too large to render. See raw diff
 
tasks/weibo/profile-from-search.json CHANGED
The diff for this file is too large to render. See raw diff
 
tasks/weibo/profile-from-sorted-comments.json CHANGED
The diff for this file is too large to render. See raw diff
 
tasks/weibo/search-dropdown-profile.json CHANGED
The diff for this file is too large to render. See raw diff
 
tasks/weibo/search-follow-last-user.json ADDED
The diff for this file is too large to render. See raw diff
 
tasks/weibo/search-users.json CHANGED
The diff for this file is too large to render. See raw diff
 
tasks/weibo/switch-theme.json CHANGED
The diff for this file is too large to render. See raw diff
 
tasks/weibo/unassign-special-attention-and-groups.json ADDED
The diff for this file is too large to render. See raw diff
 
tasks/weibo/unlike-all-posts-on-profile.json ADDED
The diff for this file is too large to render. See raw diff
 
tasks/weibo/video-post-from-profile.json CHANGED
The diff for this file is too large to render. See raw diff