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import json
from utils.cache import redis_client2
def get_user_portrait_tag3_redis_key(device_id):
return "doris:user_portrait:tag3:device_id:" + str(device_id)
def get_user_portrait_tag3_from_redis(device_id, limit_score=0, tags_num=5):
def items_gt_score(d, tags_num=tags_num):
new_d = dict(sorted(d.items(), key=lambda x: x[1], reverse=True)[:tags_num])
res = {tag: float(score) for tag, score in new_d.items() if float(score) >= limit_score}
return list(res.keys())
portrait_key = get_user_portrait_tag3_redis_key(device_id)
if redis_client2.exists(portrait_key):
user_portrait = json.loads(redis_client2.get(portrait_key))
first_demands = items_gt_score(user_portrait.get("first_demands", {}))
second_demands = items_gt_score(user_portrait.get("second_demands", {}))
first_solutions = items_gt_score(user_portrait.get("first_solutions", {}))
second_solutions = items_gt_score(user_portrait.get("second_solutions", {}))
first_positions = items_gt_score(user_portrait.get("first_positions", {}))
second_positions = items_gt_score(user_portrait.get("second_positions", {}))
projects = items_gt_score(user_portrait.get("projects", {}))
anecdote_tags = items_gt_score(user_portrait.get("anecdote_tags", {}))
business_tags = items_gt_score(user_portrait.get("business_tags", {}))
return {
"first_demands": first_demands,
"second_demands": second_demands,
"first_solutions": first_solutions,
"second_solutions": second_solutions,
"first_positions": first_positions,
"second_positions": second_positions,
"projects": projects,
"anecdote_tags": anecdote_tags,
"business_tags": business_tags
}
return {}