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@@ -661,12 +661,29 @@ def video_new_rank2(data, size, top_K, flow_pool_P, ab_code, flowConfig=None):
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#print("flow_recall_name:", flow_recall_name)
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if flow_recall_name is not None and flow_recall_name.find("#") > -1:
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flow_result = flow_result + 1
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- if flow_result > 0:
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- if len(rov_recall_rank) > 0:
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- rank_result.append(rov_recall_rank[0])
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- elif len(flow_recall_rank) > 0:
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- rank_result.append(flow_recall_rank[0])
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- #print("flow_result:", flow_result)
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+ if flow_result > 0 and len(rov_recall_rank) > 0:
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+ rank_result.append(rov_recall_rank[0])
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+ else:
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+ i = 0
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+ while i < size - top_K:
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+ # 随机生成[0, 1)浮点数
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+ rand = random.random()
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+ # log_.info('rand: {}'.format(rand))
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+ if rand < flow_pool_P:
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+ if flow_recall_rank:
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+ rank_result.append(flow_recall_rank[0])
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+ flow_recall_rank.remove(flow_recall_rank[0])
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+ else:
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+ rank_result.extend(rov_recall_rank[:size - top_K - i])
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+ return rank_result[:size], flow_result
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+ else:
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+ if rov_recall_rank:
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+ rank_result.append(rov_recall_rank[0])
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+ rov_recall_rank.remove(rov_recall_rank[0])
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+ else:
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+ rank_result.extend(flow_recall_rank[:size - top_K - i])
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+ return rank_result[:size], flow_result
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+ i += 1
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else:
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# 按概率 p 及score排序获取 size - k 个视频
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i = 0
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@@ -799,15 +816,32 @@ def video_sanke_rank(data, size, top_K, flow_pool_P, ab_Code='', exp_config=None
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if flowConfig=="1" and len(rov_recall_rank)>0:
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for recall_item in rank_result:
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flow_recall_name = recall_item.get("flowPool", '')
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- #print("recall_item:", recall_item)
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- #print("flow_recall_name:", flow_recall_name)
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if flow_recall_name is not None and flow_recall_name.find("#")>-1:
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flow_result = flow_result+1
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- if flow_result>0:
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- if len(rov_recall_rank)>0:
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- rank_result.append(rov_recall_rank[0])
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- elif len(flow_recall_rank)>0:
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- rank_result.append(flow_recall_rank[0])
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+ if flow_result>0 and len(rov_recall_rank)>0:
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+ rank_result.append(rov_recall_rank[0])
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+ else:
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+ # 按概率 p 及score排序获取 size - k 个视频
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+ i = 0
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+ while i < size - top_K:
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+ # 随机生成[0, 1)浮点数
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+ rand = random.random()
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+ # log_.info('rand: {}'.format(rand))
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+ if rand < flow_pool_P:
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+ if flow_recall_rank:
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+ rank_result.append(flow_recall_rank[0])
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+ flow_recall_rank.remove(flow_recall_rank[0])
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+ else:
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+ rank_result.extend(rov_recall_rank[:size - top_K - i])
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+ return rank_result[:size], flow_result
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+ else:
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+ if rov_recall_rank:
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+ rank_result.append(rov_recall_rank[0])
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+ rov_recall_rank.remove(rov_recall_rank[0])
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+ else:
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+ rank_result.extend(flow_recall_rank[:size - top_K - i])
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+ return rank_result[:size], flow_result
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+ i += 1
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#print("flow_result:", flow_result)
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else:
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# 按概率 p 及score排序获取 size - k 个视频
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