added top scoring playlists for user and global keywords to dd-re debug view
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@ -110,14 +110,17 @@ class Engine:
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# If the most recent event is "login," initialize grid videos.
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if user.get('events', [{}])[0].get("event")=="login":
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rec = self.get_recommendations(playlists, user)
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return {
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'user': {
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'keywords': user.get('keywords', {})
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},
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'videos': self.get_recommendations(playlists, user),
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'videos': rec["videos"],
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"_debug": {
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"top_user_keywords":top_user_keywords,
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"top_user_characters":top_user_characters
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"top_user_keywords": top_user_keywords,
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"top_user_characters": top_user_characters,
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"top_user_playlists": rec["top_user_playlists"],
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"top_global_playlists": rec["top_global_playlists"]
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}
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}
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@ -144,14 +147,17 @@ class Engine:
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# if there were no grid events for all, initialize all grids.
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if len(prev_grid_list) < video_num:
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rec = self.get_recommendations(playlists, user)
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return {
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'user': {
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'keywords': user.get('keywords', {})
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},
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'videos': self.get_recommendations(playlists, user),
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'videos': rec["videos"],
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"_debug": {
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"top_user_keywords":top_user_keywords,
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"top_user_characters":top_user_characters
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"top_user_keywords": top_user_keywords,
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"top_user_characters": top_user_characters,
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"top_user_playlists": rec["top_user_playlists"],
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"top_global_playlists": rec["top_global_playlists"]
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}
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}
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@ -215,8 +221,8 @@ class Engine:
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vids_exclude = [e.get("playlist") for e in prev_grid_list]
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while None in vids_exclude:
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vids_exclude.remove(None)
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video = self.get_recommendations(playlists, user, vids_exclude)
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rec_list += [(i, video[i]) for i in next_playlist_index]
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rec = self.get_recommendations(playlists, user, vids_exclude)
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rec_list += [(i, rec['videos'][i]) for i in next_playlist_index]
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rec_list = sorted(rec_list, key=lambda k:k[0])
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@ -227,8 +233,10 @@ class Engine:
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},
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'videos': videos_,
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"_debug": {
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"top_user_keywords":top_user_keywords,
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"top_user_characters":top_user_characters
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"top_user_keywords": top_user_keywords,
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"top_user_characters": top_user_characters,
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"top_user_playlists": rec["top_user_playlists"],
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"top_global_playlists": rec["top_global_playlists"]
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}
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}
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@ -269,9 +277,16 @@ class Engine:
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playlists,
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key=lambda playlist: -score[playlist['name']]
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)
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# Record the following for debug view input
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top_user_playlists = [{
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'name': playlist['name'],
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'tags': playlist['tags']
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'score': score[playlist['name']]
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} for playlist in playlists[:channels['userKeywords']]]
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videos = playlists[:channels['userKeywords']]
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playlists = playlists[channels['userKeywords']:]
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# For each playlist, compute global keyword score
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# For each playlist, compute global keyword score
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score = {}
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for playlist in playlists:
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score[playlist['name']] = random.random()
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@ -282,15 +297,26 @@ class Engine:
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playlists,
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key=lambda playlist: -score[playlist['name']]
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)
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# Record the following for debug view input
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top_global_playlists = [{
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'name': playlist['name'],
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'tags': playlist['tags']
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'score': score[playlist['name']]
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} for playlist in playlists[:channels['globalKeywords']]]
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videos += playlists[:16 - channels['userKeywords']]
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# Shuffle playlists (randomize layout) and shift clips (randomize start)
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random.shuffle(videos)
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return [{
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'clips': video['clips'],
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'position': random.choice([i for i in range(len(video["clips"])) if video["clips"][i].get("pass",False)!=True]),
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'name': video['name'],
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'tags': video['tags'],
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} for video in videos]
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return {
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'videos': [{
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'clips': video['clips'],
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'position': random.choice([i for i in range(len(video["clips"])) if not video["clips"][i].get("pass")]),
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'name': video['name'],
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'tags': video['tags'],
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} for video in videos],
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"top_user_playlists":top_user_playlists,
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"top_global_playlists": top_global_playlists
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}
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def update_user_playlists(self, user, watch_cutoff = 0.9):
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@ -349,7 +375,7 @@ class Engine:
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def get_next(self, user, position):
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# Update self_playlists first to reflect changes
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# Update self_playlists to reflect user log history
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playlists = self.update_user_playlists(user)
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grid_events = {}
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@ -362,8 +388,8 @@ class Engine:
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break
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prev_grid_list = sorted([v for v in grid_events.values()], key=lambda k:k['index'])
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vids_exclude = [e.get("playlist") for e in prev_grid_list]
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video = self.get_recommendations(playlists, user, vids_exclude)[position]
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return video
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rec = self.get_recommendations(playlists, user, vids_exclude)
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return rec["videos"][position]
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def update_state(self, data):
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for key in data:
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