recommend-emr-dataprocess/recommend/21_vid_score_restore.sh

#!/bin/sh

# 将负样本采样后的数据还原，再计算平均值


set -x

predict_date=$1
model_name=$2

PROJECT_HOME=/root/zhaohp/recommend-emr-dataprocess/
PREDICT_PATH=${PROJECT_HOME}/predict/recommend/



vids=(22895200 22751457 14146727 22847440 22927926 22858609 22974689 22563167 22959023 22970515 22946931 22994781 20720060 22979110)

main() {
    for(( i = 0; i < ${#vids[@]}; i++)) do
        vid=${vids[i]}
        score_avg=$(awk '{
            score = $2
            new_score = ( 0.1 * score ) / ( 1 - 0.9 * score)
            sum += new_score
            count++
        } END {
            if ( count > 0 ){
                print sum / count
            } else {
                print "NaN"
            }
        }' ${PREDICT_PATH}/${model_name}_${predict_date}_${vid}.txt)
        echo -e "VID: ${vid} 平均分计算结果: ${score_avg} \n\t数据路径: ${PREDICT_PATH}/${model_name}_${predict_date}_${vid}.txt"
    done
}

main