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@@ -89,13 +89,13 @@ def get_featurs(mid, data, size, top_K, flow_pool_P, env_dict=None):
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day_share_score_list.append(float(per_video_staic[2]))
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day_return_rate_list.append(float(per_video_staic[3]))
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day_ctr_score_list.append(float(per_video_staic[4]))
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- day_view_users_list.append(int(per_video_staic[5]))
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- day_view_pv_list.append(int(per_video_staic[6]))
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- day_play_users_list.append(int(per_video_staic[7]))
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- day_play_pv_list.append(int(per_video_staic[8]))
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- day_share_users.append(int(per_video_staic[9]))
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- day_share_pv_list.append(int(per_video_staic[10]))
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- day_return_users_list.append(int(per_video_staic[11]))
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+
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+
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+
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+
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+
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+
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+
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else:
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insert_static_default_fea(day_ctr_score_list, day_play_pv_list, day_play_users_list,
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day_return_rate_list, day_return_users_list, day_rov_list,
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@@ -113,7 +113,11 @@ def get_featurs(mid, data, size, top_K, flow_pool_P, env_dict=None):
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day_share_pv_list, day_share_return_score_list, day_share_score_list,
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day_share_users, day_view_pv_list, day_view_users_list)
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hour_rov_list = []
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+ hour_share_return_score_list =[]
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hour_share_score_list =[]
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+ hour_return_rate_list = []
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+ hour_ctr_score_list = []
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+
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if video_hour_static_info:
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for i in range(len(video_hour_static_info)):
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try:
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@@ -122,17 +126,29 @@ def get_featurs(mid, data, size, top_K, flow_pool_P, env_dict=None):
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if video_hour_static_info[i] :
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per_hour_video_staic = json.loads(video_hour_static_info[i])
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hour_rov_list.append(float(per_hour_video_staic[0]))
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+ hour_share_return_score_list.append(float(per_hour_video_staic[1]))
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hour_share_score_list.append(float(per_hour_video_staic[2]))
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+ hour_return_rate_list.append(float(per_hour_video_staic[3]))
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+ hour_ctr_score_list.append(float(per_hour_video_staic[4]))
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else:
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hour_rov_list.append(0.0)
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+ hour_share_return_score_list.append(0.0)
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hour_share_score_list.append(0.0)
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+ hour_return_rate_list.append(0.0)
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+ hour_ctr_score_list.append(0.0)
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except Exception:
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hour_rov_list.append(0.0)
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+ hour_share_return_score_list.append(0.0)
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hour_share_score_list.append(0.0)
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+ hour_return_rate_list.append(0.0)
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+ hour_ctr_score_list.append(0.0)
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else:
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for i in range(len(recall_list)):
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hour_rov_list.append(0.0)
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+ hour_share_return_score_list.append(0.0)
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hour_share_score_list.append(0.0)
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+ hour_return_rate_list.append(0.0)
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+ hour_ctr_score_list.append(0.0)
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feature_dict["mid_list"] = mid_list
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feature_dict["videoid_list"] = videoid_list
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feature_dict["apptype_list"] = apptype_list
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@@ -149,16 +165,18 @@ def get_featurs(mid, data, size, top_K, flow_pool_P, env_dict=None):
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feature_dict["day_share_score_list"] = day_share_score_list
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feature_dict["day_return_rate_list"] = day_return_rate_list
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feature_dict["day_ctr_score_list"] = day_ctr_score_list
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- feature_dict["day_ctr_score_list"] = day_ctr_score_list
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- feature_dict["day_play_pv_list"] = day_play_pv_list
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- feature_dict["day_play_users_list"] = day_play_users_list
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- feature_dict["day_return_users_list"] = day_return_users_list
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- feature_dict["day_share_pv_list"] = day_share_pv_list
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- feature_dict["day_view_pv_list"] = day_view_pv_list
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- feature_dict["day_view_users_list"] = day_view_users_list
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- feature_dict["day_share_users_list"] = day_share_users
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+
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+
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+
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+
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+
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+
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+
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feature_dict["hour_rov_list"] = hour_rov_list
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+ feature_dict["hour_share_return_score_list"] = hour_share_return_score_list
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feature_dict["hour_share_score_list"] = hour_share_score_list
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+ feature_dict["hour_return_rate_list"] = hour_return_rate_list
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+ feature_dict["hour_ctr_score_list "] = hour_ctr_score_list
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return feature_dict, recall_list
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@@ -170,13 +188,13 @@ def insert_static_default_fea(day_ctr_score_list, day_play_pv_list, day_play_use
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day_share_score_list.append(0.0)
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day_return_rate_list.append(0.0)
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day_ctr_score_list.append(0.0)
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- day_view_users_list.append(0)
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- day_view_pv_list.append(0)
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- day_play_users_list.append(0)
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- day_play_pv_list.append(0)
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- day_share_users.append(0)
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- day_share_pv_list.append(0)
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- day_return_users_list.append(0)
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+
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+
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+
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+
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+
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def get_tf_serving_sores(feature_dict):
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@@ -204,8 +222,11 @@ def get_tf_serving_sores(feature_dict):
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"day_share_users": feature_dict["day_share_users_list"],
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"day_view_pv": feature_dict["day_view_pv_list"],
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"day_view_users":feature_dict["day_view_users_list"],
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- "hour_rov_list": feature_dict["hour_rov_list"],
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- "hour_share_score_list": feature_dict["hour_share_score_list"]
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+ "hour_rov": feature_dict["hour_rov_list"],
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+ "hour_share_score": feature_dict["hour_share_score_list"],
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+ "hour_share_return_score": feature_dict["hour_share_return_score_list"],
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+ "hour_return_rate": feature_dict["hour_return_rate_list"],
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+ "hour_ctr_score": feature_dict["hour_ctr_score_list"]
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}
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request_data_dict= {}
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request_data_dict["inputs"] = inputs_data
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linfan