rov-offline/process_feature.py

features_name_list = [
    'dt',
    'videoid',

    'day1viewcount',  # 1/3/7/14/30/60日内曝光
    'day3viewcount',
    'day7viewcount',
    'day14viewcount',
    # 'day30viewcount',
    # 'day60viewcount',

    'day1playcount',  # 1/3/7/14/30/60日内播放
    'day3playcount',
    'day7playcount',
    'day14playcount',
    # 'day30playcount',
    # 'day60playcount',

    'day1sharecount',  # 1/3/7/14/30/60日内分享，一层回流
    'day3sharecount',
    'day7sharecount',
    'day14sharecount',
    # 'day30sharecount',
    # 'day60sharecount',

    'day1returncount',  # 一层回流
    'day3returncount',
    'day7returncount',
    'day14returncount',
    # 'day30returncount',
    # 'day60returncount',

    'videocategory11',
    'videocategory12',
    'videocategory45',
    'videocategory49',
    'videocategory1',
    'videocategory2',
    'videocategory3',
    'videocategory4',
    'videocategory5',
    'videocategory6',
    'videocategory7',
    'videocategory8',
    'videocategory9',
    'videocategory85',
    'videocategory10',
    'videocategory555',

    'usercategory1',
    'usercategory2',
    'usercategory3',
    'usercategory4',
    'usercategory5',
    'usercategory6',
    'usercategory7',
    'usercategory8',
    'usercategory9',
    'usercategory10',
    'usercategory11',
    'usercategory12',
    'usercategory45',
    'usercategory49',
    'usercategory85',
    'usercategory555',

    'todyviewcount',  # 5日曝光

    'day5returncount_1_stage',
    'day5returncount_2_stage',
    'day5returncount_3_stage',
    'day5returncount_4_stage',

    'stage_one_retrn',  # 首页一层回流
    'stage_two_retrn',
    'stage_three_retrn',
    'stage_four_retrn']

add_feature = [
    'all_return_day1_return_count',  # -- 1/3/7/14日内总回流  #12
    'all_return_day3_return_count',
    'all_return_day7_return_count',
    'all_return_day14_return_count',

    'three_return_day1_return_count',  # -- 1/3/7/14日内前三层回流 #14
    'three_return_day3_return_count',
    'three_return_day7_return_count',
    'three_return_day14_return_count',

    'four_up_return_day1_return_count',  # -- 1/3/7/14日内四+层回流 #15
    'four_up_return_day3_return_count',
    'four_up_return_day7_return_count',
    'four_up_return_day14_return_count',

    'one_return_day1_return_count',  # -- 1/3/7/14日内一层回流  #13
    'one_return_day3_return_count',
    'one_return_day7_return_count',
    'one_return_day14_return_count',

    'four_up_return_div_three_return_day1',  # -- 1/3/7/14日内四+层回流/前三层回流   #23
    'four_up_return_div_three_return_day3',
    'four_up_return_div_three_return_day7',
    'four_up_return_div_three_return_day14',

    'all_return_day1_view_day1_return_count',  # -- 1/3/7/14日内曝光在1/3/7/14日内回流  #8
    'all_return_day3_view_day3_return_count',
    'all_return_day7_view_day7_return_count',
    'all_return_day14_view_day14_return_count',

    'three_return_day1_view_day1_return_count',  # -- 1/3/7/14日内曝光在1/3/7/14日内前三层回流 #10
    'three_return_day3_view_day3_return_count',
    'three_return_day7_view_day7_return_count',
    'three_return_day14_view_day14_return_count',

    'four_up_return_day1_view_day1_return_count',  # -- 1/3/7/14日内曝光在1/3/7/14日内四+层回流  # 11
    'four_up_return_day3_view_day3_return_count',
    'four_up_return_day7_view_day7_return_count',
    'four_up_return_day14_view_day14_return_count',

    'one_return_day1_view_day1_return_count',  # -- 1/3/7/14日内曝光在1/3/7/14日内一层回流 #9
    'one_return_day3_view_day3_return_count',
    'one_return_day7_view_day7_return_count',
    'one_return_day14_view_day14_return_count',

    'all_return_day1_on_day1_return_count',  # 前day1+1 / day1+3/day1+7/day1+14 到前 day1+1日内曝光在 day1的总回流   #16
    'all_return_day3_on_day1_return_count',
    'all_return_day7_on_day1_return_count',
    'all_return_day14_on_day1_return_count',

    'four_up_return_day1_view_day1_return_div_three_d1',  # -- 1/3/7/14日内曝光在1/3/7/14日内四+层回流/前三层回流  #22
    'four_up_return_day3_view_day3_return_div_three_d3',
    'four_up_return_day7_view_day7_return_div_three_d7',
    'four_up_return_day14_view_day14_return_div_three_d14',

    'day1ctr',  # -- 1/3/7/14/30/60日内播放/曝光   #17
    'day3ctr',
    'day7ctr',
    'day14ctr',
    # 'day30ctr',
    # 'day60ctr',

    'day1sov',  # --  1/3/7/14/30/60日内分享/曝光  #18
    'day3sov',
    'day7sov',
    'day14sov',
    # 'day30sov',
    # 'day60sov',

    'day1rov',  # -- 1/3/7/14日内曝光的回流/曝光   #19
    'day3rov',
    'day7rov',
    'day14rov',

    'day1soc',  # -- 1/3/7/14/30/60日内分享/播放  #20
    'day3soc',
    'day7soc',
    'day14soc',
    # 'day30soc',
    # 'day60soc',

    'day1roc',  # -- 1/3/7/14日内曝光的回流/播放  #21
    'day3roc',
    'day7roc',
    'day14roc',

    'oneday_day1rov',  # -- 1/3/7/14日内曝光在今日的回流/ 1/3/7/14日内曝光  #24
    'oneday_day3rov',
    'oneday_day7rov',
    'oneday_day14rov',

    'futre7dayreturn',  # 预测目标，未来7天回流

    'todyviewcount_rank',
    'day1viewcount_rank'
]

words = ['videotags', 'words_without_tags']

features = features_name_list + add_feature + words